Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 05:31 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 13.963 s 1.586
2022-11-15 05:32 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.114 s 1.567
2022-11-15 05:58 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.789 s -0.341
2022-11-15 06:06 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.999 s -2.384
2022-11-15 05:56 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.156 s 0.284
2022-11-15 05:32 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.426 s -0.207
2022-11-15 05:35 Python dataframe-to-table type_dict 0.011 s 0.410
2022-11-15 06:00 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.718 s -0.041
2022-11-15 06:04 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.586 s 1.314
2022-11-15 06:15 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.328 s -0.938
2022-11-15 05:44 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.201 s 0.443
2022-11-15 05:56 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.052 s 0.136
2022-11-15 05:57 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.508 s -0.309
2022-11-15 06:02 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.046 s -0.197
2022-11-15 06:04 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.144 s 0.296
2022-11-15 05:35 Python dataframe-to-table type_strings 0.449 s -0.201
2022-11-15 05:35 Python dataframe-to-table type_integers 0.010 s -0.938
2022-11-15 05:59 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.036 s 0.649
2022-11-15 06:03 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.893 s -0.417
2022-11-15 05:30 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.246 s 0.276
2022-11-15 05:57 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.656 s -1.233
2022-11-15 05:57 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.511 s -0.609
2022-11-15 05:58 Python file-read lz4, feather, table, nyctaxi_2010-01 0.689 s -0.198
2022-11-15 05:33 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.611 s 1.933
2022-11-15 05:35 Python dataframe-to-table type_nested 2.866 s -0.789
2022-11-15 06:01 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.362 s 0.653
2022-11-15 06:06 Python wide-dataframe use_legacy_dataset=false 0.509 s 0.684
2022-11-15 05:31 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 13.903 s 1.844
2022-11-15 05:58 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.923 s -0.353
2022-11-15 05:30 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.684 s -0.203
2022-11-15 05:33 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.565 s 1.818
2022-11-15 05:36 Python dataset-filter nyctaxi_2010-01 1.011 s -0.273
2022-11-15 05:40 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 85.717 s -0.220
2022-11-15 05:56 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.178 s 0.495
2022-11-15 05:58 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.965 s -0.248
2022-11-15 06:05 Python file-write uncompressed, feather, table, nyctaxi_2010-01 2.026 s -2.739
2022-11-15 05:35 Python dataframe-to-table chi_traffic_2020_Q1 20.487 s -1.301
2022-11-15 05:35 Python dataframe-to-table type_floats 0.011 s -0.059
2022-11-15 05:56 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.214 s -0.285
2022-11-15 06:05 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.518 s 1.277
2022-11-15 06:06 Python file-write lz4, feather, table, nyctaxi_2010-01 1.732 s -0.289
2022-11-15 05:56 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.280 s 0.281
2022-11-15 05:56 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.651 s 0.300
2022-11-15 05:57 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.124 s 0.221
2022-11-15 05:58 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.971 s -0.643
2022-11-15 06:05 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.463 s -0.356
2022-11-15 05:56 Python dataset-read async=True, nyctaxi_multi_ipc_s3 230.952 s -0.437
2022-11-15 05:58 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.940 s -0.665
2022-11-15 06:02 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.018 s -0.013
2022-11-15 05:56 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.222 s 0.007
2022-11-15 05:58 Python file-read lz4, feather, table, fanniemae_2016Q4 0.817 s 0.944
2022-11-15 05:58 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.615 s -0.653
2022-11-15 05:59 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.377 s -0.503
2022-11-15 06:05 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.075 s 0.154
2022-11-15 05:56 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.052 s 0.124
2022-11-15 05:57 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.324 s 0.477
2022-11-15 06:03 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.908 s -0.441
2022-11-15 05:57 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.203 s -0.854
2022-11-15 05:57 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.640 s -1.197
2022-11-15 05:58 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.367 s -0.323
2022-11-15 06:03 Python file-write lz4, feather, table, fanniemae_2016Q4 1.554 s 0.320
2022-11-15 05:58 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.929 s -0.714
2022-11-15 06:06 Python wide-dataframe use_legacy_dataset=true 0.374 s 0.413
2022-11-15 06:21 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.910 s 0.663
2022-11-15 06:14 R dataframe-to-table chi_traffic_2020_Q1, R 4.287 s 0.340
2022-11-15 06:14 R dataframe-to-table type_floats, R 0.013 s 0.721
2022-11-15 06:15 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.326 s -1.172
2022-11-15 06:17 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.580 s 0.294
2022-11-15 06:16 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.118
2022-11-15 06:16 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.851 s -0.157
2022-11-15 06:17 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.899 s -0.487
2022-11-15 06:16 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.312 s 0.524
2022-11-15 06:14 R dataframe-to-table type_strings, R 0.536 s 1.090
2022-11-15 06:14 R dataframe-to-table type_dict, R 0.065 s -0.797
2022-11-15 06:16 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.583 s -1.475
2022-11-15 06:17 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.892 s -0.279
2022-11-15 06:15 R dataframe-to-table type_nested, R 0.572 s 0.731
2022-11-15 06:16 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.598 s -0.278
2022-11-15 06:14 R dataframe-to-table type_integers, R 0.010 s 0.856
2022-11-15 06:18 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.491 s 0.652
2022-11-15 06:15 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.588 s -1.226
2022-11-15 06:17 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.820 s 0.361
2022-11-15 06:28 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.989 s 1.409
2022-11-15 06:17 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.901 s 0.756
2022-11-15 06:20 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.090 s 0.705
2022-11-15 06:33 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.314 s -0.842
2022-11-15 06:16 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.549 s -0.636
2022-11-15 06:17 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.552 s -0.506
2022-11-15 06:17 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.214 s 1.772
2022-11-15 06:23 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.516 s 0.841
2022-11-15 06:23 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.958 s -0.817
2022-11-15 06:34 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.218 s -0.970
2022-11-15 06:25 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.899 s 1.100
2022-11-15 06:25 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.490 s 1.025
2022-11-15 06:27 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.362 s 1.139
2022-11-15 06:33 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.469 s 0.091
2022-11-15 06:29 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.932 s 1.034
2022-11-15 06:31 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.895 s 1.078
2022-11-15 06:30 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.714 s 1.508
2022-11-15 06:32 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.307 s 0.156
2022-11-15 06:34 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.550 s 0.679
2022-11-15 06:35 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.577 s 0.489
2022-11-15 06:35 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.570 s -1.003
2022-11-15 06:35 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.247 s -0.237
2022-11-15 06:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.418
2022-11-15 06:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.279 s -1.045
2022-11-15 06:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.272 s -0.735
2022-11-15 06:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s 0.814
2022-11-15 06:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.198 s -0.849
2022-11-15 06:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.718 s -0.471
2022-11-15 06:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.587 s -0.532
2022-11-15 06:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.214
2022-11-15 06:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.047 s -0.324
2022-11-15 06:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.014 s -1.911
2022-11-15 06:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s -0.434
2022-11-15 06:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.286 s 0.032
2022-11-15 06:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.706
2022-11-15 06:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.345 s -0.828
2022-11-15 06:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.917 s -0.501
2022-11-15 06:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.652 s 0.466
2022-11-15 06:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.426 s 0.124
2022-11-15 06:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.585
2022-11-15 06:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.183
2022-11-15 06:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.297 s 0.582
2022-11-15 06:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s 0.018
2022-11-15 06:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 1.253
2022-11-15 06:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s 0.535
2022-11-15 06:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.488 s -0.127
2022-11-15 06:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.584 s -0.483
2022-11-15 06:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 1.414
2022-11-15 06:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.243
2022-11-15 06:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 1.448
2022-11-15 06:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.911 s -1.107
2022-11-15 06:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 1.067
2022-11-15 06:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.322 s 1.816
2022-11-15 06:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.089
2022-11-15 06:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.180 s -0.888
2022-11-15 06:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.836
2022-11-15 06:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.311 s 1.050
2022-11-15 06:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 1.010
2022-11-15 06:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s -0.318
2022-11-15 06:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.348 s -0.841
2022-11-15 06:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.636 s -0.357
2022-11-15 06:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.725 s -0.613
2022-11-15 06:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.630 s 0.313
2022-11-15 06:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.236
2022-11-15 06:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.349 s -1.248
2022-11-15 06:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.142
2022-11-15 06:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.115
2022-11-15 06:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.506 s -0.570
2022-11-15 06:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.202
2022-11-15 06:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.173
2022-11-15 06:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.273 s -0.458
2022-11-15 06:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.662 s -1.381
2022-11-15 06:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.189
2022-11-15 06:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.720
2022-11-15 06:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.187
2022-11-15 06:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.285 s -0.420
2022-11-15 06:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s -0.703
2022-11-15 06:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.710 s -0.538
2022-11-15 06:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.711 s -0.123
2022-11-15 06:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 1.272
2022-11-15 06:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 1.146
2022-11-15 06:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.777 s -1.025
2022-11-15 06:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.421 s -0.663
2022-11-15 06:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.614 s -0.605
2022-11-15 06:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.527 s -0.484
2022-11-15 06:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.861 s 0.455
2022-11-15 06:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s 0.016
2022-11-15 06:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.471 s -1.270
2022-11-15 06:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 1.044
2022-11-15 06:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.788
2022-11-15 06:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.268 s 0.426
2022-11-15 06:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.277 s 0.186
2022-11-15 06:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.034
2022-11-15 06:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.767 s -0.514
2022-11-15 06:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.299 s -0.484
2022-11-15 06:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.357 s -0.750
2022-11-15 06:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.588 s -1.147
2022-11-15 07:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.206
2022-11-15 07:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s -0.040
2022-11-15 06:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.230
2022-11-15 06:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.132 s -0.624
2022-11-15 06:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.945 s 0.941
2022-11-15 07:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.544
2022-11-15 06:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.751
2022-11-15 06:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.605 s 0.897
2022-11-15 06:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.317 s 0.458
2022-11-15 06:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.201 s -0.190
2022-11-15 06:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.437 s 0.305
2022-11-15 06:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.725 s -0.352
2022-11-15 06:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.857 s 0.423
2022-11-15 06:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.889
2022-11-15 06:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.189 s 0.460
2022-11-15 07:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.323 s 0.594
2022-11-15 07:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.436 s -1.001
2022-11-15 06:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s -0.149
2022-11-15 06:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.292 s 0.814
2022-11-15 06:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.826 s -1.523
2022-11-15 06:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s -0.531
2022-11-15 06:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.914 s 0.099
2022-11-15 06:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s -0.240
2022-11-15 06:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s -0.103
2022-11-15 06:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.898 s -0.236
2022-11-15 07:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.317 s -0.521
2022-11-15 07:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s -0.619
2022-11-15 07:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.313 s -1.412
2022-11-15 07:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.370 s -1.038
2022-11-15 07:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.441 s -0.818
2022-11-15 06:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.293 s 0.107
2022-11-15 06:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.591 s 0.740
2022-11-15 07:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.661 s 0.274
2022-11-15 07:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.603 s -0.100
2022-11-15 07:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.940 s -2.404
2022-11-15 06:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.970
2022-11-15 06:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.328 s -0.288
2022-11-15 06:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.176 s -0.130
2022-11-15 07:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -0.531
2022-11-15 07:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.320 s -0.962
2022-11-15 06:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s -0.011
2022-11-15 06:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.538 s -3.048
2022-11-15 06:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.411 s -0.660
2022-11-15 06:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.334 s -0.442
2022-11-15 06:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.325 s -1.191
2022-11-15 07:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.405 s 0.050
2022-11-15 07:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s -0.145
2022-11-15 07:23 JavaScript Spread Vector numbers 0.008 s 0.542
2022-11-15 06:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.137 s 0.220
2022-11-15 06:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.205 s -0.328
2022-11-15 07:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.885 s 0.273
2022-11-15 07:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.212 s -0.396
2022-11-15 07:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.034
2022-11-15 07:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.418 s -0.691
2022-11-15 07:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.259 s 0.269
2022-11-15 07:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.545
2022-11-15 06:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.649 s -0.222
2022-11-15 06:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 1.261
2022-11-15 07:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.480
2022-11-15 07:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.288 s 0.824
2022-11-15 07:23 JavaScript Iterate Vector uint64Array 0.004 s 0.362
2022-11-15 06:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 1.221
2022-11-15 06:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.200
2022-11-15 07:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.319 s -1.004
2022-11-15 06:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.186 s -4.929
2022-11-15 06:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.322 s 1.336
2022-11-15 06:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.086
2022-11-15 06:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.041
2022-11-15 06:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.473 s 0.406
2022-11-15 07:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s -0.069
2022-11-15 06:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.297 s -0.956
2022-11-15 06:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.492
2022-11-15 07:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.216 s 0.332
2022-11-15 07:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.795 s -0.195
2022-11-15 07:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.444 s 0.661
2022-11-15 07:23 JavaScript vectorFromArray dictionary 0.017 s -0.083
2022-11-15 06:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.960
2022-11-15 07:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.047 s 0.254
2022-11-15 07:23 JavaScript Iterate Vector int8Array 0.002 s 1.684
2022-11-15 06:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.758 s -0.376
2022-11-15 06:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.580 s -0.415
2022-11-15 07:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.522 s 0.727
2022-11-15 07:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.971 s -0.802
2022-11-15 07:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.236 s -0.299
2022-11-15 07:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.428 s -0.713
2022-11-15 07:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.049 s 0.013
2022-11-15 07:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.939 s 0.783
2022-11-15 07:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.862 s 0.151
2022-11-15 07:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s -0.158
2022-11-15 07:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.571
2022-11-15 06:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.582 s -0.682
2022-11-15 07:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.391
2022-11-15 07:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.143 s -1.013
2022-11-15 07:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.781 s -0.860
2022-11-15 07:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.780 s -0.232
2022-11-15 07:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.539 s -0.401
2022-11-15 07:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.477 s 1.144
2022-11-15 07:23 JavaScript Spread Vector float32Array 0.008 s 0.169
2022-11-15 07:23 JavaScript toArray Vector int8Array
2022-11-15 07:23 JavaScript toArray Vector int32Array
2022-11-15 07:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.258 s 0.210
2022-11-15 07:23 JavaScript Iterate Vector int64Array 0.004 s 0.448
2022-11-15 07:23 JavaScript Iterate Vector float64Array 0.002 s 0.727
2022-11-15 07:23 JavaScript toArray Vector uint8Array
2022-11-15 07:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.867 s -0.792
2022-11-15 07:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.315 s -2.751
2022-11-15 07:23 JavaScript Iterate Vector uint16Array 0.002 s 0.491
2022-11-15 07:23 JavaScript toArray Vector booleans 0.010 s -0.740
2022-11-15 07:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.722 s -1.425
2022-11-15 07:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s 0.825
2022-11-15 07:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.316 s -0.633
2022-11-15 07:23 JavaScript toArray Vector uint64Array
2022-11-15 07:23 JavaScript toArray Vector int16Array
2022-11-15 07:23 JavaScript toArray Vector int64Array
2022-11-15 07:23 JavaScript toArray Vector float64Array
2022-11-15 07:23 JavaScript toArray Vector string 0.146 s -0.491
2022-11-15 07:23 JavaScript vectorFromArray booleans 0.018 s 0.326
2022-11-15 07:23 JavaScript toArray Vector dictionary 0.010 s 0.503
2022-11-15 07:23 JavaScript get Vector uint8Array 0.003 s 1.106
2022-11-15 07:23 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.509
2022-11-15 07:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.254 s 0.725
2022-11-15 07:23 JavaScript vectorFromArray numbers 0.016 s 0.000
2022-11-15 07:23 JavaScript Iterate Vector int16Array 0.002 s 0.698
2022-11-15 07:23 JavaScript Iterate Vector booleans 0.004 s 0.097
2022-11-15 07:23 JavaScript Iterate Vector string 0.126 s 0.642
2022-11-15 07:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.387
2022-11-15 07:23 JavaScript Iterate Vector uint8Array 0.002 s 1.640
2022-11-15 07:23 JavaScript Iterate Vector float32Array 0.002 s 0.323
2022-11-15 07:23 JavaScript Spread Vector uint8Array 0.006 s 0.184
2022-11-15 07:23 JavaScript Spread Vector int64Array 0.012 s 1.806
2022-11-15 07:23 JavaScript Iterate Vector uint32Array 0.002 s 0.569
2022-11-15 07:23 JavaScript Iterate Vector int32Array 0.002 s 0.946
2022-11-15 07:23 JavaScript Iterate Vector numbers 0.002 s 0.659
2022-11-15 07:23 JavaScript Spread Vector int8Array 0.006 s 0.186
2022-11-15 07:23 JavaScript Spread Vector dictionary 0.010 s 0.015
2022-11-15 07:23 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -1.724
2022-11-15 07:23 JavaScript Iterate Vector dictionary 0.004 s 0.894
2022-11-15 07:23 JavaScript Spread Vector int32Array 0.007 s 0.098
2022-11-15 07:23 JavaScript toArray Vector numbers
2022-11-15 07:23 JavaScript get Vector int64Array 0.003 s 0.451
2022-11-15 07:23 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.801
2022-11-15 07:23 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.152
2022-11-15 07:23 JavaScript Spread Vector uint16Array 0.006 s 0.166
2022-11-15 07:23 JavaScript Spread Vector uint64Array 0.012 s 1.738
2022-11-15 07:23 JavaScript Spread Vector uint32Array 0.007 s 0.188
2022-11-15 07:23 JavaScript Spread Vector int16Array 0.006 s 0.324
2022-11-15 07:23 JavaScript get Vector dictionary 0.002 s -0.001
2022-11-15 07:23 JavaScript Parse read recordBatches, tracks 0.000 s -0.029
2022-11-15 07:23 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.229
2022-11-15 07:23 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.569
2022-11-15 07:23 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.728
2022-11-15 07:23 JavaScript Spread Vector float64Array 0.008 s 0.272
2022-11-15 07:23 JavaScript Spread Vector booleans 0.010 s -0.464
2022-11-15 07:23 JavaScript Spread Vector string 0.146 s -0.040
2022-11-15 07:23 JavaScript toArray Vector uint16Array
2022-11-15 07:23 JavaScript get Vector uint16Array 0.003 s -0.549
2022-11-15 07:23 JavaScript get Vector int32Array 0.003 s 0.174
2022-11-15 07:23 JavaScript toArray Vector uint32Array
2022-11-15 07:23 JavaScript toArray Vector float32Array
2022-11-15 07:23 JavaScript get Vector uint32Array 0.003 s -0.047
2022-11-15 07:23 JavaScript get Vector uint64Array 0.003 s 0.344
2022-11-15 07:23 JavaScript get Vector booleans 0.002 s 0.441
2022-11-15 07:23 JavaScript get Vector string 0.123 s 1.196
2022-11-15 07:23 JavaScript Parse write recordBatches, tracks 0.002 s 0.241
2022-11-15 07:23 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.516
2022-11-15 07:23 JavaScript get Vector int8Array 0.003 s 0.618
2022-11-15 07:23 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-15 07:23 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 07:23 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.185 s 0.927
2022-11-15 07:23 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.618
2022-11-15 07:23 JavaScript Table tracks, 1,000,000 0.050 s 0.140
2022-11-15 07:23 JavaScript Table 1,000,000, tracks 0.273 s -0.073
2022-11-15 07:23 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.214
2022-11-15 07:23 JavaScript get Vector int16Array 0.003 s -0.685
2022-11-15 07:23 JavaScript get Vector float64Array 0.002 s 0.087
2022-11-15 07:23 JavaScript get Vector float32Array 0.002 s 0.083
2022-11-15 07:23 JavaScript get Vector numbers 0.002 s 0.101
2022-11-15 07:23 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.719
2022-11-15 07:23 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -1.838
2022-11-15 07:23 JavaScript Table tracks, 1,000,000 0.275 s -0.112
2022-11-15 07:23 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.618
2022-11-15 07:23 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.656
2022-11-15 07:23 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-15 07:23 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 07:23 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.191 s -1.042
2022-11-15 07:23 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.243
2022-11-15 07:23 JavaScript Table tracks, 1,000,000 0.096 s -1.146
2022-11-15 07:23 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.139
2022-11-15 07:23 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 1.238