Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 17:05 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 80.638 s 0.589
2022-11-15 16:52 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 13.912 s 1.613
2022-11-15 16:54 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.529 s 1.731
2022-11-15 16:56 Python dataframe-to-table type_strings 0.451 s -0.481
2022-11-15 16:56 Python dataframe-to-table type_integers 0.010 s -1.357
2022-11-15 17:18 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.371 s -0.292
2022-11-15 16:51 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.261 s -0.848
2022-11-15 16:56 Python dataframe-to-table chi_traffic_2020_Q1 20.126 s 0.651
2022-11-15 16:56 Python dataframe-to-table type_dict 0.011 s 0.242
2022-11-15 16:53 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.429 s -0.568
2022-11-15 17:01 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 78.684 s 0.610
2022-11-15 17:22 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.023 s -0.043
2022-11-15 17:23 Python file-write lz4, feather, table, fanniemae_2016Q4 1.555 s 0.261
2022-11-15 17:26 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.883 s -0.571
2022-11-15 16:56 Python dataframe-to-table type_floats 0.011 s -0.188
2022-11-15 17:15 Python dataset-read async=True, nyctaxi_multi_ipc_s3 211.452 s 1.020
2022-11-15 17:16 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.381 s -0.687
2022-11-15 17:20 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.731 s -0.093
2022-11-15 16:57 Python dataframe-to-table type_nested 2.879 s -1.215
2022-11-15 17:18 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.389 s -1.077
2022-11-15 17:24 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.138 s 0.361
2022-11-15 16:53 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 13.773 s 2.007
2022-11-15 16:53 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.128 s 0.116
2022-11-15 17:16 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.051 s 0.130
2022-11-15 17:17 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.322 s 0.758
2022-11-15 17:18 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.931 s 0.887
2022-11-15 17:16 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.217 s 0.090
2022-11-15 17:17 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.507 s -0.187
2022-11-15 17:24 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.587 s 1.195
2022-11-15 16:57 Python dataset-filter nyctaxi_2010-01 1.010 s -0.177
2022-11-15 17:18 Python file-read lz4, feather, table, nyctaxi_2010-01 0.686 s 0.429
2022-11-15 16:51 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.680 s 0.240
2022-11-15 17:17 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.652 s -1.408
2022-11-15 17:18 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.973 s -0.659
2022-11-15 17:35 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.584 s -0.950
2022-11-15 16:54 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.525 s 2.021
2022-11-15 17:16 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.192 s 0.422
2022-11-15 17:19 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.030 s 0.613
2022-11-15 17:22 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.011 s 0.054
2022-11-15 17:17 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.510 s -0.522
2022-11-15 17:17 Python file-read lz4, feather, table, fanniemae_2016Q4 0.830 s -0.707
2022-11-15 17:25 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.979 s -0.151
2022-11-15 17:35 R dataframe-to-table type_nested, R 0.571 s 0.946
2022-11-15 17:18 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.967 s -0.312
2022-11-15 17:18 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.921 s -0.110
2022-11-15 17:23 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.883 s -0.348
2022-11-15 17:26 Python wide-dataframe use_legacy_dataset=false 0.515 s 0.199
2022-11-15 17:25 Python file-write lz4, feather, table, nyctaxi_2010-01 1.631 s 0.679
2022-11-15 17:34 R dataframe-to-table type_dict, R 0.061 s -0.114
2022-11-15 17:34 R dataframe-to-table type_integers, R 0.010 s 0.348
2022-11-15 17:16 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.048 s 0.153
2022-11-15 17:17 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.777 s 0.065
2022-11-15 17:16 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.672 s 0.016
2022-11-15 17:23 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.902 s -0.383
2022-11-15 17:25 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.434 s 0.096
2022-11-15 17:26 Python wide-dataframe use_legacy_dataset=true 0.431 s -4.412
2022-11-15 17:35 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.576 s -1.015
2022-11-15 17:25 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.052 s 0.443
2022-11-15 17:36 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.570 s -0.924
2022-11-15 17:17 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.656 s -1.111
2022-11-15 17:24 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.526 s 0.918
2022-11-15 17:34 R dataframe-to-table type_floats, R 0.013 s 1.160
2022-11-15 17:35 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.331 s -0.947
2022-11-15 17:16 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.190 s 0.049
2022-11-15 17:16 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.172 s -1.339
2022-11-15 17:16 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.125 s 0.252
2022-11-15 17:16 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.284 s 0.230
2022-11-15 17:18 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.906 s 0.787
2022-11-15 17:18 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.608 s -0.172
2022-11-15 17:34 R dataframe-to-table chi_traffic_2020_Q1, R 4.351 s -0.483
2022-11-15 17:35 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.325 s -1.034
2022-11-15 17:21 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.350 s 0.656
2022-11-15 17:36 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.315 s -0.604
2022-11-15 17:34 R dataframe-to-table type_strings, R 0.537 s 0.718
2022-11-15 17:36 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.597 s -0.072
2022-11-15 17:36 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.845 s 0.659
2022-11-15 17:36 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.897 s -0.579
2022-11-15 17:36 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.553 s -1.039
2022-11-15 17:37 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.215 s 0.580
2022-11-15 17:37 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.557 s -0.889
2022-11-15 17:37 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.898 s -0.333
2022-11-15 17:37 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.584 s -0.560
2022-11-15 17:37 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.816 s 1.390
2022-11-15 17:37 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.899 s 1.142
2022-11-15 17:38 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.496 s 0.544
2022-11-15 17:43 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.581 s 0.398
2022-11-15 17:43 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.956 s -0.514
2022-11-15 17:40 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.120 s 0.452
2022-11-15 17:41 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.921 s 0.509
2022-11-15 17:55 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.254 s -2.384
2022-11-15 17:45 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.958 s -0.335
2022-11-15 17:45 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.488 s 1.330
2022-11-15 17:47 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.389 s 0.400
2022-11-15 17:48 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.002 s 0.854
2022-11-15 17:49 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.962 s 0.423
2022-11-15 17:50 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.730 s 0.943
2022-11-15 17:51 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.914 s 0.570
2022-11-15 17:52 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.321 s -4.534
2022-11-15 17:53 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.335 s -1.822
2022-11-15 17:53 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.467 s 0.679
2022-11-15 17:54 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.565 s -1.327
2022-11-15 17:54 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.254 s -2.729
2022-11-15 17:55 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.561 s -0.594
2022-11-15 17:55 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.581 s 0.259
2022-11-15 17:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.383
2022-11-15 17:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.279 s -1.029
2022-11-15 17:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s -0.497
2022-11-15 17:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s -0.315
2022-11-15 17:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.009 s -1.026
2022-11-15 17:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.568
2022-11-15 17:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.583 s 0.155
2022-11-15 17:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s -0.326
2022-11-15 17:58 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.652 s 0.551
2022-11-15 18:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.324 s 0.862
2022-11-15 18:01 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.912 s -1.230
2022-11-15 18:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 1.125
2022-11-15 18:01 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.165 s 0.591
2022-11-15 18:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.736 s -0.709
2022-11-15 18:04 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.349 s -1.008
2022-11-15 18:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s 0.070
2022-11-15 18:04 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.274 s -0.401
2022-11-15 18:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.336 s -2.582
2022-11-15 18:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s -0.351
2022-11-15 18:07 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s 0.531
2022-11-15 17:58 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.045 s -0.047
2022-11-15 18:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.713
2022-11-15 18:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.393
2022-11-15 18:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.122
2022-11-15 18:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.222
2022-11-15 18:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.354
2022-11-15 17:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.301 s -1.468
2022-11-15 18:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.631 s -0.220
2022-11-15 18:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.266
2022-11-15 18:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.763 s 0.097
2022-11-15 17:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.786
2022-11-15 17:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.930 s -1.601
2022-11-15 18:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 1.327
2022-11-15 18:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 1.210
2022-11-15 17:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s -0.448
2022-11-15 17:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s -0.489
2022-11-15 17:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.583 s -0.275
2022-11-15 18:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s -1.368
2022-11-15 17:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.637
2022-11-15 17:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 1.068
2022-11-15 18:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.873
2022-11-15 18:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.613
2022-11-15 18:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.776 s -1.010
2022-11-15 18:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 0.976
2022-11-15 17:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.799 s -1.594
2022-11-15 18:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.151
2022-11-15 17:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s -0.491
2022-11-15 18:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s -0.313
2022-11-15 17:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s -0.710
2022-11-15 17:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s 0.682
2022-11-15 18:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.107
2022-11-15 18:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.365 s 0.125
2022-11-15 18:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.652 s -0.056
2022-11-15 18:06 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.578 s -0.005
2022-11-15 18:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.258 s -0.771
2022-11-15 17:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s 0.420
2022-11-15 18:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.310 s 1.339
2022-11-15 18:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.505 s -0.353
2022-11-15 18:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.773 s -0.451
2022-11-15 18:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 0.928
2022-11-15 18:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.368 s -0.924
2022-11-15 17:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.326
2022-11-15 17:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.503 s -0.293
2022-11-15 18:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.636 s -0.238
2022-11-15 18:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.326 s 0.597
2022-11-15 18:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.067
2022-11-15 18:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.113 s -0.218
2022-11-15 18:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.588
2022-11-15 18:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s -0.130
2022-11-15 18:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.216
2022-11-15 18:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.884
2022-11-15 18:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.123
2022-11-15 18:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 1.026
2022-11-15 18:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s 0.664
2022-11-15 18:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.810 s -1.561
2022-11-15 18:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.056
2022-11-15 18:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.709 s -0.351
2022-11-15 18:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.577
2022-11-15 18:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 1.118
2022-11-15 18:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 1.015
2022-11-15 18:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.326 s 0.297
2022-11-15 18:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.947 s 0.525
2022-11-15 18:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.648 s -0.046
2022-11-15 18:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.900 s -0.580
2022-11-15 18:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 1.097
2022-11-15 18:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.866 s -0.320
2022-11-15 18:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.530 s -2.275
2022-11-15 18:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.124 s 0.570
2022-11-15 18:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.200 s 0.410
2022-11-15 18:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s -0.370
2022-11-15 18:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.294 s -0.232
2022-11-15 18:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s 1.304
2022-11-15 18:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.859 s 0.133
2022-11-15 18:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.356 s -0.601
2022-11-15 18:14 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.512 s 0.697
2022-11-15 18:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.437
2022-11-15 18:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.873 s 1.755
2022-11-15 18:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.975 s -0.947
2022-11-15 18:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.218 s -0.874
2022-11-15 18:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 0.891
2022-11-15 18:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.322 s 1.136
2022-11-15 18:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.412 s -1.201
2022-11-15 18:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.293 s -0.380
2022-11-15 18:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.466 s 0.666
2022-11-15 18:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.457
2022-11-15 18:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s -0.368
2022-11-15 18:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.010
2022-11-15 18:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.214 s 1.335
2022-11-15 18:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s -0.069
2022-11-15 18:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.584 s 0.498
2022-11-15 18:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.582 s -0.367
2022-11-15 18:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.518 s 1.518
2022-11-15 18:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.317 s -0.619
2022-11-15 18:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.290
2022-11-15 18:18 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.725 s 0.311
2022-11-15 18:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.829 s -2.544
2022-11-15 18:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.036
2022-11-15 18:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.781
2022-11-15 18:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.321 s 0.919
2022-11-15 18:22 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.661 s -0.029
2022-11-15 18:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s -0.019
2022-11-15 18:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.188 s 0.991
2022-11-15 18:26 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.420 s -0.885
2022-11-15 18:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.335
2022-11-15 18:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.578 s -0.026
2022-11-15 18:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.069 s -0.577
2022-11-15 18:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.679 s 0.093
2022-11-15 18:16 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.346 s -0.928
2022-11-15 18:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.601 s -0.507
2022-11-15 18:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.861 s -0.023
2022-11-15 18:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.402 s 1.175
2022-11-15 18:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.287 s 1.158
2022-11-15 18:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.416
2022-11-15 18:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s -0.296
2022-11-15 18:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.073 s -0.514
2022-11-15 18:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.323 s -0.442
2022-11-15 18:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.923 s -0.579
2022-11-15 18:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s -0.702
2022-11-15 18:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.717
2022-11-15 18:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.177
2022-11-15 18:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.956 s -1.410
2022-11-15 18:28 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.603 s -0.049
2022-11-15 18:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.630
2022-11-15 18:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.235 s 0.262
2022-11-15 18:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.281 s -0.015
2022-11-15 18:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.412
2022-11-15 18:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.258 s 0.314
2022-11-15 18:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.367 s -0.001
2022-11-15 18:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.808
2022-11-15 18:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.570
2022-11-15 18:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -0.614
2022-11-15 18:24 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.490 s 0.483
2022-11-15 18:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.309 s -0.962
2022-11-15 18:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.438 s -0.097
2022-11-15 18:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.544 s -1.061
2022-11-15 18:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.318 s -0.658
2022-11-15 18:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.428 s -0.579
2022-11-15 18:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.433 s -0.635
2022-11-15 18:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.224 s 0.048
2022-11-15 18:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.257 s 1.035
2022-11-15 18:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.385 s -1.032
2022-11-15 18:28 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.893 s -0.401
2022-11-15 18:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.949 s -2.596
2022-11-15 18:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.723 s -1.611
2022-11-15 18:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.783 s -0.720
2022-11-15 18:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.135 s -0.652
2022-11-15 18:32 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.241 s -1.902
2022-11-15 18:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s -0.190
2022-11-15 18:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -0.509
2022-11-15 18:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 33.002 s -1.204
2022-11-15 18:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.221
2022-11-15 18:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.297
2022-11-15 18:35 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.300 s 1.009
2022-11-15 18:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.406
2022-11-15 18:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.445 s 0.223
2022-11-15 18:35 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.286 s 0.352
2022-11-15 18:43 JavaScript Iterate Vector int64Array 0.004 s 0.117
2022-11-15 18:43 JavaScript Iterate Vector booleans 0.004 s -0.073
2022-11-15 18:43 JavaScript Iterate Vector float32Array 0.002 s 0.753
2022-11-15 18:43 JavaScript Iterate Vector float64Array 0.002 s 0.544
2022-11-15 18:43 JavaScript Iterate Vector numbers 0.002 s 0.402
2022-11-15 18:43 JavaScript Iterate Vector dictionary 0.004 s 1.225
2022-11-15 18:43 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -1.516
2022-11-15 18:43 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.528
2022-11-15 18:43 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -1.637
2022-11-15 18:43 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.352
2022-11-15 18:43 JavaScript Table 1,000,000, tracks 0.251 s 0.942
2022-11-15 18:43 JavaScript Table tracks, 1,000,000 0.094 s 0.913
2022-11-15 18:43 JavaScript toArray Vector uint32Array
2022-11-15 18:43 JavaScript toArray Vector uint64Array
2022-11-15 18:43 JavaScript toArray Vector int8Array
2022-11-15 18:43 JavaScript toArray Vector int16Array
2022-11-15 18:43 JavaScript toArray Vector int32Array
2022-11-15 18:43 JavaScript vectorFromArray dictionary 0.017 s 0.469
2022-11-15 18:43 JavaScript Iterate Vector uint8Array 0.002 s 0.698
2022-11-15 18:43 JavaScript Iterate Vector uint16Array 0.002 s 0.563
2022-11-15 18:43 JavaScript Iterate Vector string 0.126 s 0.239
2022-11-15 18:43 JavaScript get Vector float64Array 0.002 s 0.161
2022-11-15 18:43 JavaScript get Vector numbers 0.002 s 0.151
2022-11-15 18:43 JavaScript get Vector booleans 0.002 s 0.335
2022-11-15 18:43 JavaScript get Vector dictionary 0.002 s -0.263
2022-11-15 18:43 JavaScript get Vector string 0.124 s 0.312
2022-11-15 18:43 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.676
2022-11-15 18:43 JavaScript vectorFromArray numbers 0.017 s -1.067
2022-11-15 18:43 JavaScript vectorFromArray booleans 0.017 s 0.930
2022-11-15 18:43 JavaScript Iterate Vector uint64Array 0.004 s 0.383
2022-11-15 18:43 JavaScript Iterate Vector int32Array 0.002 s 0.617
2022-11-15 18:43 JavaScript Spread Vector uint16Array 0.007 s -0.214
2022-11-15 18:43 JavaScript Spread Vector uint64Array 0.012 s 0.912
2022-11-15 18:43 JavaScript Iterate Vector uint32Array 0.002 s 0.597
2022-11-15 18:43 JavaScript Iterate Vector int8Array 0.002 s 0.969
2022-11-15 18:43 JavaScript Iterate Vector int16Array 0.002 s 0.379
2022-11-15 18:43 JavaScript Spread Vector uint8Array 0.007 s -0.128
2022-11-15 18:43 JavaScript Spread Vector uint32Array 0.007 s -0.126
2022-11-15 18:43 JavaScript Spread Vector int16Array 0.007 s -0.204
2022-11-15 18:43 JavaScript Spread Vector int32Array 0.007 s -0.196
2022-11-15 18:43 JavaScript Spread Vector int64Array 0.012 s 0.370
2022-11-15 18:43 JavaScript Spread Vector float32Array 0.008 s -0.221
2022-11-15 18:43 JavaScript Spread Vector float64Array 0.008 s -0.517
2022-11-15 18:43 JavaScript Spread Vector int8Array 0.007 s -0.325
2022-11-15 18:43 JavaScript Spread Vector numbers 0.008 s -0.186
2022-11-15 18:43 JavaScript Spread Vector booleans 0.010 s 0.318
2022-11-15 18:43 JavaScript Spread Vector dictionary 0.010 s -0.329
2022-11-15 18:43 JavaScript Spread Vector string 0.145 s 0.429
2022-11-15 18:43 JavaScript toArray Vector uint8Array
2022-11-15 18:43 JavaScript toArray Vector uint16Array
2022-11-15 18:43 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.685
2022-11-15 18:43 JavaScript toArray Vector int64Array
2022-11-15 18:43 JavaScript toArray Vector float32Array
2022-11-15 18:43 JavaScript toArray Vector float64Array
2022-11-15 18:43 JavaScript toArray Vector numbers
2022-11-15 18:43 JavaScript toArray Vector booleans 0.010 s -0.399
2022-11-15 18:43 JavaScript toArray Vector dictionary 0.010 s -1.009
2022-11-15 18:43 JavaScript toArray Vector string 0.146 s 0.068
2022-11-15 18:43 JavaScript get Vector uint8Array 0.003 s -2.275
2022-11-15 18:43 JavaScript get Vector uint32Array 0.003 s -0.234
2022-11-15 18:43 JavaScript get Vector uint64Array 0.003 s 0.262
2022-11-15 18:43 JavaScript get Vector int8Array 0.003 s -2.926
2022-11-15 18:43 JavaScript get Vector int16Array 0.003 s -0.623
2022-11-15 18:43 JavaScript get Vector uint16Array 0.003 s 0.129
2022-11-15 18:43 JavaScript get Vector int64Array 0.003 s 0.351
2022-11-15 18:43 JavaScript get Vector float32Array 0.002 s 0.142
2022-11-15 18:43 JavaScript Parse read recordBatches, tracks 0.000 s -0.559
2022-11-15 18:43 JavaScript Parse write recordBatches, tracks 0.002 s 1.418
2022-11-15 18:43 JavaScript get Vector int32Array 0.003 s -0.342
2022-11-15 18:43 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.656
2022-11-15 18:43 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.664
2022-11-15 18:43 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.597
2022-11-15 18:43 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.601
2022-11-15 18:43 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.497
2022-11-15 18:43 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.173
2022-11-15 18:43 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-15 18:43 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.659
2022-11-15 18:43 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.619
2022-11-15 18:43 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 18:43 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 18:43 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.187 s 0.337
2022-11-15 18:43 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.192 s -1.131
2022-11-15 18:43 JavaScript Table tracks, 1,000,000 0.050 s 0.137
2022-11-15 18:43 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-15 18:43 JavaScript Table tracks, 1,000,000 0.306 s -1.615
2022-11-15 18:43 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.058
2022-11-15 18:43 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.097
2022-11-15 18:43 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -0.072