Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 03:31 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 83.997 s -0.006
2022-11-15 03:23 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 13.874 s 1.945
2022-11-15 03:47 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.669 s 0.073
2022-11-15 03:52 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.377 s 0.574
2022-11-15 03:35 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.129 s 0.465
2022-11-15 03:27 Python dataframe-to-table type_strings 0.453 s -0.703
2022-11-15 03:24 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.128 s 0.194
2022-11-15 03:24 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.650 s 1.820
2022-11-15 03:22 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.261 s -0.798
2022-11-15 03:27 Python dataframe-to-table type_nested 2.889 s -1.425
2022-11-15 03:22 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 13.906 s 1.892
2022-11-15 03:47 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.229 s -0.089
2022-11-15 03:47 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.195 s -0.009
2022-11-15 03:26 Python dataframe-to-table chi_traffic_2020_Q1 20.112 s 0.799
2022-11-15 03:47 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.180 s 0.484
2022-11-15 03:47 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.163 s 0.420
2022-11-15 03:25 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.608 s 1.687
2022-11-15 03:21 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.679 s 0.445
2022-11-15 03:47 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.049 s 0.151
2022-11-15 03:49 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.975 s -0.860
2022-11-15 03:27 Python dataset-filter nyctaxi_2010-01 1.009 s -0.158
2022-11-15 03:48 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.512 s -0.634
2022-11-15 03:49 Python file-read lz4, feather, table, nyctaxi_2010-01 0.690 s -0.392
2022-11-15 03:50 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.035 s 0.671
2022-11-15 03:23 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.425 s 0.035
2022-11-15 03:53 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.021 s -0.008
2022-11-15 03:27 Python dataframe-to-table type_integers 0.011 s -2.856
2022-11-15 03:51 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.750 s -0.131
2022-11-15 03:57 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.473
2022-11-15 03:27 Python dataframe-to-table type_dict 0.011 s 0.372
2022-11-15 03:27 Python dataframe-to-table type_floats 0.011 s -0.221
2022-11-15 03:48 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.509 s -0.348
2022-11-15 03:49 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.914 s 0.238
2022-11-15 03:56 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.515 s 1.375
2022-11-15 04:07 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.566 s 0.816
2022-11-15 03:56 Python file-write lz4, feather, table, nyctaxi_2010-01 1.667 s 0.357
2022-11-15 04:05 R dataframe-to-table type_floats, R 0.013 s 0.740
2022-11-15 04:08 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.894 s -0.440
2022-11-15 04:08 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.816 s 1.388
2022-11-15 04:11 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.099 s 0.669
2022-11-15 03:53 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.044 s -0.085
2022-11-15 03:54 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.870 s -0.341
2022-11-15 03:55 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.153 s 0.189
2022-11-15 03:56 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.067 s 0.264
2022-11-15 03:56 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.431 s 0.090
2022-11-15 03:48 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.112 s 0.688
2022-11-15 04:07 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.577 s -1.235
2022-11-15 03:47 Python dataset-read async=True, nyctaxi_multi_ipc_s3 220.164 s 0.380
2022-11-15 03:47 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.284 s 0.214
2022-11-15 03:47 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.044 s 0.196
2022-11-15 03:47 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.160 s -0.182
2022-11-15 03:49 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.608 s -0.360
2022-11-15 04:06 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.581 s -0.959
2022-11-15 03:48 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.657 s -1.264
2022-11-15 03:49 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.911 s 0.380
2022-11-15 04:09 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.513 s 0.532
2022-11-15 03:56 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.978 s -0.083
2022-11-15 03:57 Python wide-dataframe use_legacy_dataset=false 0.508 s 0.723
2022-11-15 04:05 R dataframe-to-table chi_traffic_2020_Q1, R 4.287 s 0.324
2022-11-15 03:48 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.639 s -1.190
2022-11-15 03:48 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.790 s -0.378
2022-11-15 03:49 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.973 s -0.735
2022-11-15 03:54 Python file-write lz4, feather, table, fanniemae_2016Q4 1.555 s 0.213
2022-11-15 04:05 R dataframe-to-table type_dict, R 0.068 s -1.116
2022-11-15 04:07 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.861 s -1.683
2022-11-15 03:49 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.373 s -0.339
2022-11-15 03:55 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.588 s 1.300
2022-11-15 03:57 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.838 s 0.079
2022-11-15 04:08 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.896 s -0.244
2022-11-15 03:48 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.337 s -1.033
2022-11-15 03:49 Python file-read lz4, feather, table, fanniemae_2016Q4 0.830 s -0.723
2022-11-15 04:06 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.325 s -0.851
2022-11-15 04:08 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.580 s 0.188
2022-11-15 03:49 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.367 s -0.348
2022-11-15 04:08 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.899 s 1.129
2022-11-15 03:49 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.929 s 1.144
2022-11-15 03:54 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.887 s -0.375
2022-11-15 04:06 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.322 s -1.061
2022-11-15 04:08 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.553 s -0.593
2022-11-15 04:12 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.919 s 0.621
2022-11-15 04:05 R dataframe-to-table type_integers, R 0.010 s 0.498
2022-11-15 04:07 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.549 s -0.659
2022-11-15 04:05 R dataframe-to-table type_strings, R 0.537 s 0.849
2022-11-15 04:06 R dataframe-to-table type_nested, R 0.571 s 1.061
2022-11-15 04:07 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.310 s 1.895
2022-11-15 04:07 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.602 s -0.834
2022-11-15 04:08 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.215 s 0.794
2022-11-15 04:14 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.520 s 0.839
2022-11-15 04:16 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.905 s 0.955
2022-11-15 04:14 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.953 s 0.016
2022-11-15 04:16 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.490 s 1.072
2022-11-15 04:18 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.366 s 1.036
2022-11-15 04:19 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.998 s 1.147
2022-11-15 04:20 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.955 s 0.629
2022-11-15 04:21 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.733 s 1.040
2022-11-15 04:22 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.900 s 0.973
2022-11-15 04:23 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.307 s 0.193
2022-11-15 04:24 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.307 s -0.560
2022-11-15 04:25 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.217 s -0.917
2022-11-15 04:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.272 s -0.704
2022-11-15 04:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.011
2022-11-15 04:25 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.533 s 2.895
2022-11-15 04:24 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.466 s 0.891
2022-11-15 04:26 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.249 s -0.769
2022-11-15 04:26 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.566 s -0.858
2022-11-15 04:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s -0.402
2022-11-15 04:26 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.567 s 1.100
2022-11-15 04:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s -0.243
2022-11-15 04:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 1.560
2022-11-15 04:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s -0.483
2022-11-15 04:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.651 s 0.906
2022-11-15 04:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.587 s -0.623
2022-11-15 04:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.297 s 0.708
2022-11-15 04:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.009 s -1.180
2022-11-15 04:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.329 s 1.380
2022-11-15 04:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 1.104
2022-11-15 04:28 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.795 s -1.599
2022-11-15 04:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s -0.830
2022-11-15 04:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.043 s 0.004
2022-11-15 04:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.667
2022-11-15 04:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.425 s 0.544
2022-11-15 04:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.583 s -0.390
2022-11-15 04:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.283 s 1.088
2022-11-15 04:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s -0.296
2022-11-15 04:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.295 s 1.473
2022-11-15 04:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s -0.486
2022-11-15 04:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.866
2022-11-15 04:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.915 s -0.237
2022-11-15 04:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.482 s -0.038
2022-11-15 04:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.403
2022-11-15 04:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 1.481
2022-11-15 04:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 1.223
2022-11-15 04:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 1.670
2022-11-15 04:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.908 s -0.642
2022-11-15 04:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.326 s 0.164
2022-11-15 04:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 1.127
2022-11-15 04:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.833
2022-11-15 04:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.180 s -0.883
2022-11-15 04:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.264
2022-11-15 04:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.636 s -0.363
2022-11-15 04:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 0.512
2022-11-15 04:34 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.719 s -0.537
2022-11-15 04:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.630 s 0.201
2022-11-15 04:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.310 s 1.402
2022-11-15 04:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.175 s -0.078
2022-11-15 04:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s -0.823
2022-11-15 04:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s -0.031
2022-11-15 04:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.051
2022-11-15 04:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.416
2022-11-15 04:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.349 s -1.119
2022-11-15 04:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.506 s -0.653
2022-11-15 04:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.276 s -0.525
2022-11-15 04:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.283 s -0.162
2022-11-15 04:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.455
2022-11-15 04:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.602
2022-11-15 04:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s -0.807
2022-11-15 04:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.610
2022-11-15 04:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.655 s -0.561
2022-11-15 04:37 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.610 s -0.558
2022-11-15 04:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.774 s -0.558
2022-11-15 04:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.420 s -0.548
2022-11-15 04:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.195 s -0.503
2022-11-15 04:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 1.144
2022-11-15 04:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.975
2022-11-15 04:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.079
2022-11-15 04:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.264
2022-11-15 04:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.763
2022-11-15 04:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s 0.506
2022-11-15 04:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.359 s 1.399
2022-11-15 04:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.409 s -0.026
2022-11-15 04:47 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.309 s 0.578
2022-11-15 04:52 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.056 s -0.104
2022-11-15 04:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 1.369
2022-11-15 04:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.527 s -0.661
2022-11-15 04:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.157 s -0.279
2022-11-15 04:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.190
2022-11-15 04:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.948 s 0.403
2022-11-15 04:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.587 s -0.695
2022-11-15 04:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.605 s 0.897
2022-11-15 04:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.179 s -0.066
2022-11-15 04:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.710 s -0.607
2022-11-15 04:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.861 s -0.009
2022-11-15 04:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.524 s -1.066
2022-11-15 04:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.298 s -1.090
2022-11-15 04:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.507 s -0.729
2022-11-15 04:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.602 s -0.541
2022-11-15 04:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.602
2022-11-15 04:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.322 s 1.508
2022-11-15 04:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.421
2022-11-15 04:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s -0.440
2022-11-15 04:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.714 s -0.166
2022-11-15 04:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 1.055
2022-11-15 04:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.765 s -0.220
2022-11-15 04:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.589 s -0.576
2022-11-15 04:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.128 s -0.571
2022-11-15 04:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 1.389
2022-11-15 04:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.582 s -0.697
2022-11-15 04:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.273 s -1.374
2022-11-15 04:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.946 s -0.145
2022-11-15 04:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.266
2022-11-15 04:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.438 s 0.146
2022-11-15 04:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.613
2022-11-15 04:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.326 s -0.340
2022-11-15 04:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.607
2022-11-15 04:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.292 s 0.729
2022-11-15 04:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 1.530
2022-11-15 04:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.865 s -2.464
2022-11-15 04:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.843 s -2.068
2022-11-15 04:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.522 s 0.659
2022-11-15 04:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s -0.275
2022-11-15 04:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.357 s -0.747
2022-11-15 04:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.319 s 1.447
2022-11-15 04:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.214 s 0.372
2022-11-15 04:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.429 s -0.786
2022-11-15 04:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.868
2022-11-15 04:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.201 s -0.334
2022-11-15 04:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.385
2022-11-15 04:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.603 s 0.193
2022-11-15 04:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.863 s 0.185
2022-11-15 04:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s 0.342
2022-11-15 04:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.878 s 1.219
2022-11-15 04:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.289 s 0.302
2022-11-15 04:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.708
2022-11-15 04:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.578
2022-11-15 04:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.200
2022-11-15 04:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.328
2022-11-15 04:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 1.350
2022-11-15 04:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.020
2022-11-15 04:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.523
2022-11-15 04:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.651 s -0.546
2022-11-15 04:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.895 s 0.480
2022-11-15 04:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.088
2022-11-15 04:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.659 s 0.191
2022-11-15 04:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.317 s -0.608
2022-11-15 04:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.294 s -0.223
2022-11-15 04:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.914 s 0.083
2022-11-15 04:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s -0.411
2022-11-15 04:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.882 s -0.251
2022-11-15 05:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.225 s -2.004
2022-11-15 04:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.824 s -0.719
2022-11-15 04:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s -0.057
2022-11-15 04:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.364
2022-11-15 04:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -0.553
2022-11-15 04:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.077 s -0.558
2022-11-15 04:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s -0.448
2022-11-15 05:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.778 s 0.199
2022-11-15 04:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.144
2022-11-15 04:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.488 s 0.643
2022-11-15 04:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.534
2022-11-15 05:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.722 s -1.433
2022-11-15 05:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.935 s -2.242
2022-11-15 05:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.241 s -2.160
2022-11-15 04:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.232
2022-11-15 04:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.306 s -0.772
2022-11-15 05:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.041
2022-11-15 05:14 JavaScript vectorFromArray numbers 0.017 s -0.575
2022-11-15 04:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.369
2022-11-15 04:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.771
2022-11-15 04:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.408 s 0.279
2022-11-15 04:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.217 s -0.182
2022-11-15 04:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.661 s 0.212
2022-11-15 04:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.405 s 0.163
2022-11-15 04:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 1.162
2022-11-15 04:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s -0.307
2022-11-15 04:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.864 s -0.434
2022-11-15 05:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.449 s -1.396
2022-11-15 05:14 JavaScript Iterate Vector int8Array 0.002 s 0.699
2022-11-15 04:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.249
2022-11-15 04:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.178
2022-11-15 04:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.525 s 1.824
2022-11-15 04:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.431 s -0.543
2022-11-15 04:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.322 s -2.354
2022-11-15 05:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.146 s -1.158
2022-11-15 04:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -1.064
2022-11-15 04:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s -0.672
2022-11-15 05:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.241 s -2.302
2022-11-15 05:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.217
2022-11-15 04:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.967 s -0.653
2022-11-15 05:14 JavaScript Spread Vector float64Array 0.008 s 0.394
2022-11-15 05:14 JavaScript Spread Vector string 0.144 s 1.243
2022-11-15 05:14 JavaScript toArray Vector uint16Array
2022-11-15 05:14 JavaScript get Vector booleans 0.002 s -0.382
2022-11-15 05:14 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.248
2022-11-15 05:14 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-15 05:05 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.672 s 0.409
2022-11-15 05:14 JavaScript get Vector uint64Array 0.003 s 0.355
2022-11-15 05:14 JavaScript get Vector int64Array 0.003 s -0.205
2022-11-15 05:14 JavaScript get Vector string 0.123 s 0.863
2022-11-15 05:14 JavaScript Parse write recordBatches, tracks 0.002 s 1.411
2022-11-15 05:14 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.214
2022-11-15 05:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.254 s 0.852
2022-11-15 05:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.298 s -0.057
2022-11-15 05:14 JavaScript toArray Vector uint8Array
2022-11-15 05:14 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.701
2022-11-15 05:14 JavaScript Table 1,000,000, tracks 0.251 s 0.975
2022-11-15 05:14 JavaScript toArray Vector int8Array
2022-11-15 05:14 JavaScript toArray Vector int32Array
2022-11-15 05:14 JavaScript toArray Vector numbers
2022-11-15 05:14 JavaScript get Vector uint32Array 0.003 s 0.297
2022-11-15 05:14 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.675
2022-11-15 05:14 JavaScript toArray Vector uint64Array
2022-11-15 05:14 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -1.448
2022-11-15 05:14 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.370
2022-11-15 05:14 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 05:14 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.188
2022-11-15 05:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s 0.060
2022-11-15 05:14 JavaScript vectorFromArray dictionary 0.017 s 0.708
2022-11-15 05:14 JavaScript Iterate Vector uint16Array 0.002 s 0.700
2022-11-15 05:14 JavaScript Iterate Vector uint64Array 0.004 s 0.384
2022-11-15 05:14 JavaScript toArray Vector float64Array
2022-11-15 05:14 JavaScript toArray Vector booleans 0.010 s 0.109
2022-11-15 05:14 JavaScript toArray Vector string 0.147 s -0.604
2022-11-15 05:14 JavaScript get Vector uint16Array 0.003 s 0.372
2022-11-15 05:14 JavaScript Table tracks, 1,000,000 0.306 s -1.609
2022-11-15 05:14 JavaScript Table tracks, 1,000,000 0.095 s 0.597
2022-11-15 05:14 JavaScript vectorFromArray booleans 0.018 s 0.098
2022-11-15 05:14 JavaScript Iterate Vector uint8Array 0.002 s 0.296
2022-11-15 05:14 JavaScript Iterate Vector uint32Array 0.002 s 0.518
2022-11-15 05:14 JavaScript Iterate Vector int32Array 0.002 s 0.665
2022-11-15 05:14 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -0.303
2022-11-15 05:14 JavaScript Spread Vector dictionary 0.010 s 0.479
2022-11-15 05:14 JavaScript get Vector uint8Array 0.003 s 0.561
2022-11-15 05:14 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-15 05:14 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.111
2022-11-15 05:14 JavaScript Iterate Vector int16Array 0.002 s 0.460
2022-11-15 05:14 JavaScript Iterate Vector int64Array 0.004 s 1.654
2022-11-15 05:14 JavaScript Iterate Vector float64Array 0.002 s 0.794
2022-11-15 05:14 JavaScript Iterate Vector booleans 0.004 s -0.029
2022-11-15 05:14 JavaScript Iterate Vector string 0.128 s -1.252
2022-11-15 05:14 JavaScript Spread Vector uint16Array 0.006 s 0.080
2022-11-15 05:14 JavaScript Iterate Vector float32Array 0.002 s 0.387
2022-11-15 05:14 JavaScript Iterate Vector numbers 0.002 s 0.722
2022-11-15 05:14 JavaScript Iterate Vector dictionary 0.004 s -0.237
2022-11-15 05:14 JavaScript Spread Vector numbers 0.008 s -0.108
2022-11-15 05:14 JavaScript toArray Vector uint32Array
2022-11-15 05:14 JavaScript toArray Vector dictionary 0.010 s 0.230
2022-11-15 05:14 JavaScript Spread Vector uint8Array 0.007 s 0.015
2022-11-15 05:14 JavaScript Spread Vector uint32Array 0.007 s 0.135
2022-11-15 05:14 JavaScript Spread Vector int8Array 0.006 s 0.151
2022-11-15 05:14 JavaScript Spread Vector int32Array 0.007 s 0.076
2022-11-15 05:14 JavaScript Spread Vector float32Array 0.008 s -0.132
2022-11-15 05:14 JavaScript toArray Vector float32Array
2022-11-15 05:14 JavaScript Spread Vector uint64Array 0.012 s 0.920
2022-11-15 05:14 JavaScript Spread Vector int16Array 0.006 s 0.258
2022-11-15 05:14 JavaScript Spread Vector int64Array 0.012 s -0.022
2022-11-15 05:14 JavaScript Spread Vector booleans 0.010 s 0.223
2022-11-15 05:14 JavaScript toArray Vector int16Array
2022-11-15 05:14 JavaScript toArray Vector int64Array
2022-11-15 05:14 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.189 s -0.092
2022-11-15 05:14 JavaScript get Vector int8Array 0.003 s 0.397
2022-11-15 05:14 JavaScript get Vector int32Array 0.003 s 0.293
2022-11-15 05:14 JavaScript get Vector float32Array 0.002 s 0.159
2022-11-15 05:14 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.229
2022-11-15 05:14 JavaScript Table tracks, 1,000,000 0.050 s 0.122
2022-11-15 05:14 JavaScript get Vector int16Array 0.003 s 0.431
2022-11-15 05:14 JavaScript get Vector float64Array 0.002 s 0.138
2022-11-15 05:14 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.764
2022-11-15 05:14 JavaScript get Vector numbers 0.002 s 0.122
2022-11-15 05:14 JavaScript get Vector dictionary 0.002 s -0.915
2022-11-15 05:14 JavaScript Parse read recordBatches, tracks 0.000 s -1.866
2022-11-15 05:14 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.379
2022-11-15 05:14 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.697
2022-11-15 05:14 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -0.323
2022-11-15 05:14 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.861
2022-11-15 05:14 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.782
2022-11-15 05:14 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.190 s -0.423
2022-11-15 05:14 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 05:14 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.178