Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-13 17:37 Python file-read lz4, feather, table, fanniemae_2016Q4 0.815 s 1.282
2022-11-13 17:56 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.316 s -1.404
2022-11-13 17:12 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.147 s -1.723
2022-11-13 17:15 Python dataframe-to-table type_floats 0.011 s -0.556
2022-11-13 17:36 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.133 s -0.196
2022-11-13 17:45 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.466 s -0.449
2022-11-13 17:16 Python dataset-filter nyctaxi_2010-01 1.009 s -0.188
2022-11-13 17:43 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.886 s -0.433
2022-11-13 17:56 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.551 s -0.719
2022-11-13 17:57 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.217 s -0.760
2022-11-13 17:36 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.193 s 0.391
2022-11-13 17:36 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.283 s 0.227
2022-11-13 17:36 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.052 s 0.120
2022-11-13 17:44 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.138 s 0.406
2022-11-13 17:45 Python wide-dataframe use_legacy_dataset=false 0.507 s 0.856
2022-11-13 17:12 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.642 s -0.664
2022-11-13 17:38 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.932 s -0.999
2022-11-13 17:36 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.197 s -0.319
2022-11-13 17:41 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.012 s 0.025
2022-11-13 17:45 Python file-write lz4, feather, table, nyctaxi_2010-01 1.672 s 0.431
2022-11-13 17:54 R dataframe-to-table type_strings, R 0.536 s 0.973
2022-11-13 17:55 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.584 s -0.951
2022-11-13 17:11 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.701 s -0.737
2022-11-13 17:36 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.665 s 0.111
2022-11-13 17:38 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.936 s -0.011
2022-11-13 17:20 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 85.534 s -0.178
2022-11-13 17:37 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.635 s -1.278
2022-11-13 17:38 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.981 s -1.340
2022-11-13 17:54 R dataframe-to-table chi_traffic_2020_Q1, R 4.295 s 0.175
2022-11-13 17:54 R dataframe-to-table type_floats, R 0.013 s 0.753
2022-11-13 17:15 Python dataframe-to-table type_strings 0.447 s -0.047
2022-11-13 17:37 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.507 s -0.367
2022-11-13 17:35 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.126 s 0.798
2022-11-13 17:15 Python dataframe-to-table type_dict 0.012 s -0.801
2022-11-13 17:39 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.028 s 0.817
2022-11-13 17:40 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.361 s 0.769
2022-11-13 17:45 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.855 s -0.199
2022-11-13 17:10 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.272 s -1.592
2022-11-13 17:12 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.429 s -0.657
2022-11-13 17:15 Python dataframe-to-table type_integers 0.010 s -1.408
2022-11-13 17:16 Python dataframe-to-table type_nested 2.860 s -0.558
2022-11-13 17:36 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.658 s -1.503
2022-11-13 17:38 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.949 s 0.492
2022-11-13 17:35 Python dataset-read async=True, nyctaxi_multi_ipc_s3 221.061 s 0.342
2022-11-13 17:36 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.194 s -0.035
2022-11-13 17:36 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.044 s 0.181
2022-11-13 17:37 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.511 s -0.776
2022-11-13 17:45 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.062 s 0.349
2022-11-13 17:57 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.911 s -1.058
2022-11-13 17:13 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.134 s -0.402
2022-11-13 17:15 Python dataframe-to-table chi_traffic_2020_Q1 20.025 s 1.342
2022-11-13 17:24 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.116 s 0.490
2022-11-13 17:38 Python file-read lz4, feather, table, nyctaxi_2010-01 0.692 s -0.934
2022-11-13 17:42 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.109 s -0.687
2022-11-13 17:45 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.987 s -0.567
2022-11-13 17:55 R dataframe-to-table type_nested, R 0.571 s 0.922
2022-11-13 17:55 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.593 s -1.135
2022-11-13 17:10 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.679 s 0.473
2022-11-13 17:13 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.210 s -0.479
2022-11-13 17:55 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.324 s -0.739
2022-11-13 17:37 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.317 s 1.431
2022-11-13 17:38 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.937 s -1.314
2022-11-13 17:40 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.695 s 0.049
2022-11-13 17:44 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.525 s 1.260
2022-11-13 17:54 R dataframe-to-table type_dict, R 0.034 s 4.792
2022-11-13 17:55 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.322 s -0.586
2022-11-13 17:37 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.788 s -0.456
2022-11-13 17:56 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.840 s 1.337
2022-11-13 17:57 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.823 s -0.734
2022-11-13 17:38 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.357 s -0.316
2022-11-13 17:38 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.609 s -0.483
2022-11-13 17:38 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.382 s -0.780
2022-11-13 17:56 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.108
2022-11-13 17:57 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.903 s -0.696
2022-11-13 18:00 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.092 s 0.807
2022-11-13 17:36 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.163 s -0.521
2022-11-13 17:42 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.918 s -0.522
2022-11-13 17:43 Python file-write lz4, feather, table, fanniemae_2016Q4 1.554 s 0.418
2022-11-13 17:54 R dataframe-to-table type_integers, R 0.010 s 0.948
2022-11-13 17:43 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.593 s 1.325
2022-11-13 17:45 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.467
2022-11-13 18:01 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.914 s 0.746
2022-11-13 17:56 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.901 s -0.795
2022-11-13 17:58 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.496 s 0.732
2022-11-13 17:56 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.590 s 0.793
2022-11-13 17:57 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.555 s -0.680
2022-11-13 17:57 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.582 s -0.312
2022-11-13 18:03 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.955 s -0.252
2022-11-13 18:03 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.547 s 0.785
2022-11-13 18:05 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.928 s 0.275
2022-11-13 18:05 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.490 s 0.310
2022-11-13 18:07 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.356 s 0.811
2022-11-13 18:08 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.992 s 0.804
2022-11-13 18:09 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.960 s 0.512
2022-11-13 18:10 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.727 s 0.721
2022-11-13 18:12 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.305 s 0.882
2022-11-13 18:11 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.907 s 0.551
2022-11-13 18:13 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.315 s -0.747
2022-11-13 18:13 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.468 s 0.051
2022-11-13 18:15 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.566 s -0.242
2022-11-13 18:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 0.648
2022-11-13 18:14 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.559 s -0.440
2022-11-13 18:14 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.213 s -0.728
2022-11-13 18:15 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.584 s 0.181
2022-11-13 18:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s 1.444
2022-11-13 18:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.193 s 0.025
2022-11-13 18:15 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.244 s 0.563
2022-11-13 18:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.276 s 0.629
2022-11-13 18:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.195 s -0.175
2022-11-13 18:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s -0.249
2022-11-13 18:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.269 s -0.107
2022-11-13 18:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.585 s -0.073
2022-11-13 18:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.002 s 0.211
2022-11-13 18:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.012
2022-11-13 18:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.709
2022-11-13 18:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.167 s 0.362
2022-11-13 18:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.283 s 1.035
2022-11-13 18:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.772 s -0.734
2022-11-13 18:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.273 s 1.217
2022-11-13 18:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.433 s -1.318
2022-11-13 18:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.649 s 1.491
2022-11-13 18:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.221 s 1.754
2022-11-13 18:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.049 s -0.389
2022-11-13 18:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 1.346
2022-11-13 18:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 1.466
2022-11-13 18:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.627
2022-11-13 18:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.297 s 0.734
2022-11-13 18:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.584 s -0.399
2022-11-13 18:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.905 s 0.631
2022-11-13 18:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 1.820
2022-11-13 18:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s -0.021
2022-11-13 18:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 1.998
2022-11-13 18:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.501 s -0.208
2022-11-13 18:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 2.231
2022-11-13 18:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.635 s -0.117
2022-11-13 18:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.325 s 0.417
2022-11-13 18:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.278 s 0.955
2022-11-13 18:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 1.460
2022-11-13 18:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.441
2022-11-13 18:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.173 s 0.743
2022-11-13 18:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.726 s -0.484
2022-11-13 18:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.904 s -0.027
2022-11-13 18:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.304
2022-11-13 18:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.155 s 0.873
2022-11-13 18:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.505 s -0.334
2022-11-13 18:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s 0.490
2022-11-13 18:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 1.131
2022-11-13 18:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.627 s 1.342
2022-11-13 18:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s 0.056
2022-11-13 18:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 0.833
2022-11-13 18:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.312 s 0.833
2022-11-13 18:24 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.342 s 0.511
2022-11-13 18:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.367 s -0.615
2022-11-13 18:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.275 s -0.350
2022-11-13 18:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.440
2022-11-13 18:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.283 s 0.189
2022-11-13 18:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.323 s 1.436
2022-11-13 18:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.395
2022-11-13 18:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 1.133
2022-11-13 18:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.654 s -0.414
2022-11-13 18:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.761 s 1.329
2022-11-13 18:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.616 s -0.474
2022-11-13 18:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.602 s 1.618
2022-11-13 18:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 1.594
2022-11-13 18:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.313 s 1.925
2022-11-13 18:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.857 s 1.054
2022-11-13 18:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.581 s 1.194
2022-11-13 18:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.464 s 0.755
2022-11-13 18:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s 0.469
2022-11-13 18:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 1.264
2022-11-13 18:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s 0.152
2022-11-13 18:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.896 s 0.332
2022-11-13 18:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.228 s 0.979
2022-11-13 18:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.830
2022-11-13 18:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.668
2022-11-13 18:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.365 s 0.692
2022-11-13 18:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.762 s 0.204
2022-11-13 18:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.648 s -0.013
2022-11-13 18:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.523 s 1.220
2022-11-13 18:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 1.116
2022-11-13 18:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.917 s -0.003
2022-11-13 18:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.804
2022-11-13 18:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.580 s -0.311
2022-11-13 18:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.281 s -0.014
2022-11-13 18:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.530 s 0.867
2022-11-13 18:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.631
2022-11-13 19:03 JavaScript Iterate Vector uint16Array 0.002 s -1.101
2022-11-13 18:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.292 s 0.556
2022-11-13 18:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.898 s -0.361
2022-11-13 18:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.707 s -0.007
2022-11-13 18:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.951 s 0.159
2022-11-13 18:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.773 s -0.849
2022-11-13 18:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s 0.445
2022-11-13 18:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.520 s 1.200
2022-11-13 18:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.712 s -0.664
2022-11-13 18:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 1.263
2022-11-13 18:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s 0.668
2022-11-13 18:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.136 s 0.150
2022-11-13 18:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.354 s -0.121
2022-11-13 18:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.156 s -0.747
2022-11-13 18:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.372
2022-11-13 18:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.822 s 0.038
2022-11-13 18:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.401
2022-11-13 18:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.202 s -0.675
2022-11-13 18:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.125
2022-11-13 18:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.134 s -0.861
2022-11-13 18:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.158
2022-11-13 18:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 1.315
2022-11-13 18:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.433 s 1.126
2022-11-13 18:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.296 s 1.073
2022-11-13 18:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s -0.074
2022-11-13 18:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.595 s -0.507
2022-11-13 18:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.052 s -0.044
2022-11-13 18:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.315 s 0.341
2022-11-13 18:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.424
2022-11-13 18:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.921 s -1.033
2022-11-13 18:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.438 s -0.156
2022-11-13 18:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.919
2022-11-13 18:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.325 s 0.641
2022-11-13 18:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.871 s -1.301
2022-11-13 18:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s 1.301
2022-11-13 18:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.773 s 0.934
2022-11-13 18:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.469
2022-11-13 18:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.282 s 0.373
2022-11-13 18:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 1.261
2022-11-13 18:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 1.331
2022-11-13 18:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 1.369
2022-11-13 18:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.288 s 0.657
2022-11-13 18:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.381 s -0.110
2022-11-13 18:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.443 s 0.854
2022-11-13 18:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.345
2022-11-13 18:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.200 s 0.341
2022-11-13 18:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.845
2022-11-13 18:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.316 s 2.343
2022-11-13 18:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.670
2022-11-13 18:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.602 s 0.503
2022-11-13 18:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.764 s 0.056
2022-11-13 19:03 JavaScript Spread Vector float32Array 0.008 s -2.461
2022-11-13 19:03 JavaScript Spread Vector dictionary 0.010 s -1.615
2022-11-13 18:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.249 s 1.957
2022-11-13 18:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.273 s 2.145
2022-11-13 18:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.600 s -0.262
2022-11-13 18:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.214 s 1.173
2022-11-13 18:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.872 s 2.048
2022-11-13 18:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.437 s 3.262
2022-11-13 18:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.427 s -0.640
2022-11-13 18:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.866 s -0.674
2022-11-13 19:03 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-13 18:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.297 s 1.382
2022-11-13 18:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.199
2022-11-13 18:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.391
2022-11-13 18:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.657
2022-11-13 18:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.509
2022-11-13 18:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.050 s -1.036
2022-11-13 18:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s 0.180
2022-11-13 18:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.514 s 0.253
2022-11-13 18:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.423 s 0.626
2022-11-13 18:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.189 s 0.540
2022-11-13 18:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.944
2022-11-13 18:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.426 s -0.053
2022-11-13 18:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.586
2022-11-13 19:03 JavaScript Iterate Vector uint32Array 0.002 s -1.824
2022-11-13 19:03 JavaScript Spread Vector uint8Array 0.007 s -3.711
2022-11-13 18:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.277 s 0.481
2022-11-13 18:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.432 s -0.650
2022-11-13 19:03 JavaScript toArray Vector int64Array
2022-11-13 19:03 JavaScript toArray Vector float64Array
2022-11-13 18:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.253 s 0.196
2022-11-13 18:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.948 s 0.224
2022-11-13 18:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.945 s -0.031
2022-11-13 19:03 JavaScript vectorFromArray dictionary 0.017 s -0.413
2022-11-13 19:03 JavaScript Spread Vector uint16Array 0.007 s -4.161
2022-11-13 19:03 JavaScript Spread Vector string 0.145 s 0.608
2022-11-13 19:03 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.720
2022-11-13 18:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.774 s -0.627
2022-11-13 18:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -0.263
2022-11-13 18:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s -0.288
2022-11-13 19:03 JavaScript toArray Vector booleans 0.010 s -0.504
2022-11-13 19:03 JavaScript toArray Vector string 0.146 s -0.441
2022-11-13 19:03 JavaScript get Vector int16Array 0.003 s 0.363
2022-11-13 18:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.210 s 0.299
2022-11-13 18:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.659 s 0.555
2022-11-13 18:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.711 s 0.472
2022-11-13 19:03 JavaScript toArray Vector int8Array
2022-11-13 19:03 JavaScript toArray Vector float32Array
2022-11-13 18:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.166 s 1.580
2022-11-13 18:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.310 s -1.161
2022-11-13 18:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.367 s -0.289
2022-11-13 19:03 JavaScript Iterate Vector int16Array 0.002 s -1.010
2022-11-13 19:03 JavaScript Iterate Vector int64Array 0.004 s 0.674
2022-11-13 18:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.803 s -0.919
2022-11-13 18:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s 0.003
2022-11-13 18:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.399 s 2.364
2022-11-13 18:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.089 s 1.325
2022-11-13 18:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s 0.803
2022-11-13 18:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.276
2022-11-13 18:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.239
2022-11-13 18:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s -0.081
2022-11-13 19:03 JavaScript Iterate Vector uint8Array 0.002 s 2.196
2022-11-13 19:03 JavaScript Iterate Vector int8Array 0.002 s 0.772
2022-11-13 19:03 JavaScript Iterate Vector int32Array 0.002 s 0.320
2022-11-13 19:03 JavaScript Iterate Vector numbers 0.002 s 0.386
2022-11-13 19:03 JavaScript Table tracks, 1,000,000 0.308 s -1.673
2022-11-13 18:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.185
2022-11-13 19:03 JavaScript get Vector uint8Array 0.003 s 0.211
2022-11-13 19:03 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.191 s -1.106
2022-11-13 19:03 JavaScript vectorFromArray numbers 0.016 s 0.657
2022-11-13 19:03 JavaScript Iterate Vector string 0.127 s -0.279
2022-11-13 19:03 JavaScript Spread Vector uint64Array 0.012 s -0.094
2022-11-13 19:03 JavaScript Spread Vector int16Array 0.007 s -3.867
2022-11-13 19:03 JavaScript Spread Vector int64Array 0.012 s -0.252
2022-11-13 19:03 JavaScript Spread Vector float64Array 0.008 s -2.413
2022-11-13 19:03 JavaScript toArray Vector int16Array
2022-11-13 19:03 JavaScript vectorFromArray booleans 0.017 s 0.906
2022-11-13 19:03 JavaScript Iterate Vector dictionary 0.004 s -0.544
2022-11-13 19:03 JavaScript Iterate Vector uint64Array 0.004 s 0.799
2022-11-13 19:03 JavaScript get Vector uint16Array 0.003 s 0.267
2022-11-13 19:03 JavaScript Iterate Vector float32Array 0.002 s -0.358
2022-11-13 19:03 JavaScript toArray Vector uint8Array
2022-11-13 19:03 JavaScript toArray Vector uint32Array
2022-11-13 19:03 JavaScript toArray Vector int32Array
2022-11-13 19:03 JavaScript get Vector int8Array 0.003 s 0.897
2022-11-13 19:03 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -1.164
2022-11-13 19:03 JavaScript Table tracks, 1,000,000 0.050 s 0.087
2022-11-13 19:03 JavaScript Iterate Vector float64Array 0.002 s 0.394
2022-11-13 19:03 JavaScript Iterate Vector booleans 0.004 s 0.093
2022-11-13 19:03 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-13 19:03 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.188 s 0.138
2022-11-13 19:03 JavaScript Spread Vector uint32Array 0.007 s -3.393
2022-11-13 19:03 JavaScript Spread Vector int8Array 0.007 s -3.972
2022-11-13 19:03 JavaScript Spread Vector int32Array 0.007 s -3.933
2022-11-13 19:03 JavaScript Spread Vector numbers 0.008 s -2.703
2022-11-13 19:03 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.390
2022-11-13 19:03 JavaScript Spread Vector booleans 0.010 s -0.680
2022-11-13 19:03 JavaScript toArray Vector uint16Array
2022-11-13 19:03 JavaScript toArray Vector uint64Array
2022-11-13 19:03 JavaScript get Vector uint64Array 0.003 s 0.147
2022-11-13 19:03 JavaScript get Vector string 0.125 s -0.301
2022-11-13 19:03 JavaScript Parse write recordBatches, tracks 0.002 s -0.302
2022-11-13 19:03 JavaScript Table 1,000,000, tracks 0.312 s -1.848
2022-11-13 19:03 JavaScript toArray Vector numbers
2022-11-13 19:03 JavaScript get Vector uint32Array 0.003 s 0.194
2022-11-13 19:03 JavaScript get Vector int32Array 0.003 s 0.307
2022-11-13 19:03 JavaScript get Vector float32Array 0.002 s 0.133
2022-11-13 19:03 JavaScript get Vector numbers 0.002 s 0.112
2022-11-13 19:03 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -1.815
2022-11-13 19:03 JavaScript toArray Vector dictionary 0.010 s -2.325
2022-11-13 19:03 JavaScript get Vector int64Array 0.003 s -0.072
2022-11-13 19:03 JavaScript get Vector float64Array 0.002 s 0.104
2022-11-13 19:03 JavaScript get Vector booleans 0.002 s 0.293
2022-11-13 19:03 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -1.803
2022-11-13 19:03 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -1.585
2022-11-13 19:03 JavaScript get Vector dictionary 0.002 s -0.510
2022-11-13 19:03 JavaScript Parse read recordBatches, tracks 0.000 s 0.210
2022-11-13 19:03 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.052
2022-11-13 19:03 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.599
2022-11-13 19:03 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.291
2022-11-13 19:03 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -2.690
2022-11-13 19:03 JavaScript Table tracks, 1,000,000 0.095 s -0.356
2022-11-13 19:03 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.277
2022-11-13 19:03 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s -0.228
2022-11-13 19:03 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -1.938
2022-11-13 19:03 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-13 19:03 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.132
2022-11-13 19:03 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -0.660
2022-11-13 19:03 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -2.175
2022-11-13 19:03 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-13 19:03 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.101