Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-14 20:41 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 82.313 s 0.197
2022-11-14 20:37 Python dataframe-to-table type_floats 0.011 s -0.837
2022-11-14 20:57 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.310 s -0.192
2022-11-14 20:57 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.053 s 0.115
2022-11-14 21:00 Python file-read lz4, feather, table, nyctaxi_2010-01 0.694 s -1.251
2022-11-14 20:37 Python dataframe-to-table type_strings 0.452 s -0.618
2022-11-14 20:32 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 13.909 s 2.059
2022-11-14 20:58 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.657 s -1.369
2022-11-14 20:58 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.337 s -1.149
2022-11-14 20:32 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.240 s 0.662
2022-11-14 20:37 Python dataframe-to-table type_nested 2.879 s -1.134
2022-11-14 20:59 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.917 s -0.022
2022-11-14 21:01 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.705 s 0.010
2022-11-14 20:34 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.112 s 1.785
2022-11-14 20:58 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.643 s -1.395
2022-11-14 20:34 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.421 s 0.724
2022-11-14 20:37 Python dataframe-to-table type_dict 0.011 s 0.081
2022-11-14 20:58 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.607 s -3.476
2022-11-14 20:59 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.968 s -0.473
2022-11-14 21:06 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.529 s 1.058
2022-11-14 20:32 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.678 s 0.581
2022-11-14 20:34 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.655 s 1.965
2022-11-14 20:37 Python dataframe-to-table chi_traffic_2020_Q1 20.113 s 0.828
2022-11-14 20:33 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 13.969 s 1.787
2022-11-14 20:37 Python dataframe-to-table type_integers 0.011 s -2.126
2022-11-14 20:35 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.609 s 1.847
2022-11-14 20:58 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.512 s -0.441
2022-11-14 21:05 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.156 s 0.171
2022-11-14 20:37 Python dataset-filter nyctaxi_2010-01 1.010 s -0.208
2022-11-14 20:57 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.140 s 0.707
2022-11-14 20:57 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.214 s -0.297
2022-11-14 20:59 Python file-read lz4, feather, table, fanniemae_2016Q4 0.825 s -0.111
2022-11-14 21:17 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.613 s -2.608
2022-11-14 20:58 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.135 s -0.230
2022-11-14 21:06 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.978 s -0.090
2022-11-14 20:57 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.244 s -0.314
2022-11-14 20:59 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.790 s -0.437
2022-11-14 21:21 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.079 s 0.831
2022-11-14 20:46 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 82.206 s 0.160
2022-11-14 20:58 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.175 s -1.723
2022-11-14 20:59 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.942 s -1.525
2022-11-14 20:59 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.932 s 0.646
2022-11-14 21:07 Python file-write lz4, feather, table, nyctaxi_2010-01 1.506 s 2.070
2022-11-14 20:59 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.368 s -0.418
2022-11-14 21:04 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.891 s -0.405
2022-11-14 21:02 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.348 s 0.798
2022-11-14 21:04 Python file-write lz4, feather, table, fanniemae_2016Q4 1.557 s 0.110
2022-11-14 21:17 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.323 s -0.841
2022-11-14 21:17 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.314 s -0.132
2022-11-14 21:20 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.496 s 0.684
2022-11-14 20:58 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.677 s -0.047
2022-11-14 21:07 Python wide-dataframe use_legacy_dataset=false 0.507 s 0.844
2022-11-14 21:17 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.580 s -1.018
2022-11-14 21:17 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.866 s -2.467
2022-11-14 21:05 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.928 s -0.561
2022-11-14 21:06 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.060 s 0.375
2022-11-14 21:07 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.440 s -0.051
2022-11-14 21:16 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.584 s -0.950
2022-11-14 21:18 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.821 s 0.011
2022-11-14 21:03 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.051 s -0.231
2022-11-14 21:16 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.334 s -1.077
2022-11-14 20:57 Python dataset-read async=True, nyctaxi_multi_ipc_s3 221.826 s 0.275
2022-11-14 21:05 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.595 s 1.178
2022-11-14 21:07 Python wide-dataframe use_legacy_dataset=true 0.371 s 0.627
2022-11-14 20:57 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.030 s 0.263
2022-11-14 21:00 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.366 s -0.128
2022-11-14 20:58 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.207 s -1.237
2022-11-14 21:16 R dataframe-to-table type_integers, R 0.010 s 0.811
2022-11-14 21:18 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.900 s -0.531
2022-11-14 21:22 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.907 s 0.739
2022-11-14 21:18 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.553 s -0.962
2022-11-14 21:19 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.578 s 0.803
2022-11-14 20:59 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.975 s -0.937
2022-11-14 21:00 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.607 s -0.363
2022-11-14 21:03 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.017 s 0.003
2022-11-14 21:00 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.035 s 0.721
2022-11-14 21:15 R dataframe-to-table type_dict, R 0.035 s 3.880
2022-11-14 21:16 R dataframe-to-table type_nested, R 0.572 s 0.709
2022-11-14 21:18 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s 0.063
2022-11-14 21:07 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.848 s -0.076
2022-11-14 21:19 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.899 s 1.086
2022-11-14 21:16 R dataframe-to-table type_floats, R 0.013 s 0.997
2022-11-14 21:18 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.556 s -0.788
2022-11-14 21:15 R dataframe-to-table chi_traffic_2020_Q1, R 4.296 s 0.190
2022-11-14 21:17 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.566 s 0.612
2022-11-14 21:18 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.895 s -0.424
2022-11-14 21:15 R dataframe-to-table type_strings, R 0.536 s 0.931
2022-11-14 21:24 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.541 s 0.772
2022-11-14 21:25 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.954 s -0.071
2022-11-14 21:26 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.915 s 0.614
2022-11-14 21:27 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.490 s 0.537
2022-11-14 21:28 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.390 s 0.258
2022-11-14 21:29 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.981 s 1.079
2022-11-14 21:30 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.935 s 0.810
2022-11-14 21:31 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.714 s 0.968
2022-11-14 21:33 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.305 s 0.642
2022-11-14 21:32 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.903 s 0.620
2022-11-14 21:34 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.309 s -0.562
2022-11-14 21:35 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.471 s -0.311
2022-11-14 21:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s 0.820
2022-11-14 21:36 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.553 s 0.380
2022-11-14 21:36 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.219 s -1.017
2022-11-14 21:36 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.584 s 0.126
2022-11-14 21:36 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.248 s -0.658
2022-11-14 21:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s -0.343
2022-11-14 21:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s 0.011
2022-11-14 21:36 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.561 s -0.293
2022-11-14 21:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s -0.305
2022-11-14 21:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.272 s -0.711
2022-11-14 21:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.588 s -0.401
2022-11-14 21:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.333 s 0.226
2022-11-14 21:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.648 s 1.778
2022-11-14 21:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s -0.145
2022-11-14 21:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.711 s -0.252
2022-11-14 21:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s -0.300
2022-11-14 21:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.048 s -0.301
2022-11-14 21:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.009 s -0.307
2022-11-14 21:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.273 s 1.424
2022-11-14 21:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.328 s 0.209
2022-11-14 21:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.913
2022-11-14 21:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.424 s 0.653
2022-11-14 21:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 0.999
2022-11-14 21:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.915
2022-11-14 21:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.926
2022-11-14 21:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.295 s 1.937
2022-11-14 21:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.584 s -0.443
2022-11-14 21:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.549 s -0.932
2022-11-14 21:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.915 s -0.204
2022-11-14 21:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 1.015
2022-11-14 21:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 1.971
2022-11-14 21:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.871
2022-11-14 21:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.325 s 0.645
2022-11-14 21:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 1.894
2022-11-14 21:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.907 s -0.399
2022-11-14 21:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.411
2022-11-14 21:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s 0.403
2022-11-14 21:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.171 s 0.025
2022-11-14 21:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 1.389
2022-11-14 21:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 1.066
2022-11-14 21:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.347 s -0.260
2022-11-14 21:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.775 s -1.152
2022-11-14 21:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.177
2022-11-14 21:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.635 s -0.087
2022-11-14 21:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.310 s 1.364
2022-11-14 21:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s 0.458
2022-11-14 21:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.351
2022-11-14 21:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.310
2022-11-14 21:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s -0.581
2022-11-14 21:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.226
2022-11-14 21:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.506 s -0.551
2022-11-14 21:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.349 s -0.027
2022-11-14 21:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.428
2022-11-14 21:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.273 s -0.392
2022-11-14 21:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.279 s 0.712
2022-11-14 21:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.638
2022-11-14 21:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.263
2022-11-14 21:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.367 s -0.517
2022-11-14 21:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.656 s -0.602
2022-11-14 21:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s 0.721
2022-11-14 21:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.128
2022-11-14 21:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.130 s 0.336
2022-11-14 21:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.528 s -1.701
2022-11-14 21:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.773 s -0.285
2022-11-14 21:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 1.252
2022-11-14 21:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.326 s 0.698
2022-11-14 21:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.588 s -0.190
2022-11-14 21:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.134 s -0.549
2022-11-14 21:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.964
2022-11-14 21:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.328 s -0.366
2022-11-14 21:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.527 s -0.984
2022-11-14 22:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.318 s -1.167
2022-11-14 22:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s -0.593
2022-11-14 21:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.292 s 0.717
2022-11-14 21:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s 0.616
2022-11-14 21:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.766 s -0.204
2022-11-14 21:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.881 s -2.468
2022-11-14 21:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 1.091
2022-11-14 21:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 1.061
2022-11-14 21:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s -0.063
2022-11-14 21:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.468 s -0.310
2022-11-14 22:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.883 s 0.533
2022-11-14 22:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.232
2022-11-14 21:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.961
2022-11-14 21:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 1.068
2022-11-14 21:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.367 s -0.333
2022-11-14 21:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.861 s 0.428
2022-11-14 21:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.418 s 0.240
2022-11-14 21:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.356 s -0.554
2022-11-14 21:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.344
2022-11-14 21:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.946 s 0.641
2022-11-14 21:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.649 s -0.179
2022-11-14 21:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.200 s 0.165
2022-11-14 21:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.622
2022-11-14 22:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.588 s 1.116
2022-11-14 22:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.040 s 0.442
2022-11-14 21:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.587 s -0.560
2022-11-14 21:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.708 s -0.226
2022-11-14 21:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.293 s 0.444
2022-11-14 21:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s -0.041
2022-11-14 22:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.582 s -0.665
2022-11-14 21:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 1.212
2022-11-14 21:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.727 s -0.340
2022-11-14 21:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.299 s -1.102
2022-11-14 21:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.072
2022-11-14 21:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.323 s -0.410
2022-11-14 22:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.612 s 0.631
2022-11-14 22:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.189 s 1.103
2022-11-14 22:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.619
2022-11-14 21:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.827 s -1.504
2022-11-14 22:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.520 s 1.141
2022-11-14 22:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.601 s 0.728
2022-11-14 21:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.013
2022-11-14 21:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s 0.666
2022-11-14 21:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.800
2022-11-14 21:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.321 s 1.533
2022-11-14 21:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.429 s -0.644
2022-11-14 21:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.453 s 1.118
2022-11-14 21:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s -0.060
2022-11-14 21:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.918 s -0.159
2022-11-14 22:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -0.366
2022-11-14 22:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.977 s -1.058
2022-11-14 22:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.861 s 0.198
2022-11-14 22:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.661 s 0.138
2022-11-14 22:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.404 s 0.692
2022-11-14 22:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.214 s 0.363
2022-11-14 21:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.895 s 0.365
2022-11-14 21:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.173
2022-11-14 21:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.340 s -0.732
2022-11-14 22:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.148
2022-11-14 22:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.281 s -0.026
2022-11-14 22:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.264 s -1.570
2022-11-14 22:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.014
2022-11-14 22:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.125 s -0.200
2022-11-14 21:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.206 s 0.085
2022-11-14 21:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 0.478
2022-11-14 22:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.519 s -0.784
2022-11-14 22:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.864 s -0.442
2022-11-14 22:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.067 s -0.170
2022-11-14 22:24 JavaScript Iterate Vector uint32Array 0.002 s -1.347
2022-11-14 22:24 JavaScript Spread Vector uint16Array 0.006 s 0.470
2022-11-14 21:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.882 s -2.400
2022-11-14 21:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.200
2022-11-14 22:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.318 s 1.696
2022-11-14 22:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.039
2022-11-14 22:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.465
2022-11-14 22:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.410 s 0.169
2022-11-14 22:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.287 s 1.022
2022-11-14 21:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 1.037
2022-11-14 22:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.263 s -0.646
2022-11-14 22:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.629
2022-11-14 21:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.107 s 1.182
2022-11-14 21:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -0.194
2022-11-14 21:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.778 s -0.768
2022-11-14 21:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.504
2022-11-14 21:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 1.216
2022-11-14 22:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.257 s 0.926
2022-11-14 22:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.192 s 0.602
2022-11-14 22:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.872
2022-11-14 22:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.275
2022-11-14 22:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.301 s -0.306
2022-11-14 22:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.720 s -0.938
2022-11-14 22:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.849
2022-11-14 22:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.596 s -0.593
2022-11-14 22:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.554 s -2.238
2022-11-14 22:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.381 s -0.257
2022-11-14 22:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s -0.505
2022-11-14 22:24 JavaScript toArray Vector uint64Array
2022-11-14 22:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.145
2022-11-14 22:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.833
2022-11-14 22:24 JavaScript Iterate Vector int8Array 0.002 s -2.475
2022-11-14 22:24 JavaScript Spread Vector uint8Array 0.006 s 0.224
2022-11-14 22:24 JavaScript toArray Vector int32Array
2022-11-14 22:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.216 s 0.300
2022-11-14 22:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.245
2022-11-14 22:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.432 s -0.618
2022-11-14 22:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.446 s -0.387
2022-11-14 22:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.431 s -1.178
2022-11-14 22:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.197 s 0.646
2022-11-14 22:24 JavaScript vectorFromArray booleans 0.017 s 0.442
2022-11-14 22:24 JavaScript Iterate Vector uint8Array 0.002 s -1.576
2022-11-14 22:24 JavaScript Spread Vector uint64Array 0.012 s 0.380
2022-11-14 22:25 JavaScript Table tracks, 1,000,000 0.255 s 0.834
2022-11-14 22:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.953 s -0.975
2022-11-14 22:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.782 s -0.563
2022-11-14 22:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.908 s -0.861
2022-11-14 22:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.469
2022-11-14 22:25 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.601
2022-11-14 22:25 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.029
2022-11-14 22:25 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.130
2022-11-14 22:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.244 s -2.502
2022-11-14 22:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.257 s -0.677
2022-11-14 22:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.827 s -0.305
2022-11-14 22:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.303 s -0.260
2022-11-14 22:24 JavaScript vectorFromArray numbers 0.016 s 0.248
2022-11-14 22:24 JavaScript vectorFromArray dictionary 0.017 s 0.501
2022-11-14 22:24 JavaScript Iterate Vector uint16Array 0.002 s -0.004
2022-11-14 22:24 JavaScript Iterate Vector uint64Array 0.004 s 0.213
2022-11-14 22:24 JavaScript toArray Vector int64Array
2022-11-14 22:24 JavaScript Iterate Vector int16Array 0.002 s -0.445
2022-11-14 22:24 JavaScript Iterate Vector int64Array 0.004 s 0.617
2022-11-14 22:24 JavaScript Iterate Vector int32Array 0.002 s -0.630
2022-11-14 22:24 JavaScript Iterate Vector float32Array 0.002 s -0.271
2022-11-14 22:24 JavaScript Iterate Vector float64Array 0.002 s 0.309
2022-11-14 22:24 JavaScript Spread Vector string 0.145 s 0.337
2022-11-14 22:24 JavaScript toArray Vector uint8Array
2022-11-14 22:25 JavaScript toArray Vector string 0.146 s -0.346
2022-11-14 22:25 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.327
2022-11-14 22:24 JavaScript Iterate Vector numbers 0.002 s 0.592
2022-11-14 22:24 JavaScript Iterate Vector booleans 0.004 s 0.826
2022-11-14 22:24 JavaScript Iterate Vector dictionary 0.004 s 0.899
2022-11-14 22:24 JavaScript Iterate Vector string 0.127 s -0.357
2022-11-14 22:24 JavaScript Spread Vector dictionary 0.010 s 1.708
2022-11-14 22:24 JavaScript toArray Vector uint32Array
2022-11-14 22:25 JavaScript Table 1,000,000, tracks 0.250 s 1.020
2022-11-14 22:24 JavaScript Spread Vector uint32Array 0.007 s 0.432
2022-11-14 22:24 JavaScript Spread Vector float64Array 0.008 s 0.867
2022-11-14 22:24 JavaScript Spread Vector numbers 0.008 s 0.901
2022-11-14 22:24 JavaScript Spread Vector booleans 0.010 s 1.146
2022-11-14 22:24 JavaScript toArray Vector int8Array
2022-11-14 22:24 JavaScript toArray Vector int16Array
2022-11-14 22:24 JavaScript Spread Vector int8Array 0.006 s 0.198
2022-11-14 22:24 JavaScript Spread Vector int16Array 0.006 s 0.581
2022-11-14 22:24 JavaScript Spread Vector int32Array 0.006 s 0.132
2022-11-14 22:24 JavaScript Spread Vector int64Array 0.012 s 0.426
2022-11-14 22:24 JavaScript Spread Vector float32Array 0.008 s 0.393
2022-11-14 22:24 JavaScript toArray Vector uint16Array
2022-11-14 22:24 JavaScript toArray Vector float32Array
2022-11-14 22:24 JavaScript toArray Vector float64Array
2022-11-14 22:25 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.503
2022-11-14 22:25 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 1.051
2022-11-14 22:25 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.849
2022-11-14 22:25 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-14 22:25 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-14 22:24 JavaScript toArray Vector numbers
2022-11-14 22:25 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.099
2022-11-14 22:25 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.453
2022-11-14 22:25 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.584
2022-11-14 22:25 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.770
2022-11-14 22:25 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-14 22:25 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.170
2022-11-14 22:25 JavaScript toArray Vector booleans 0.010 s 0.581
2022-11-14 22:25 JavaScript toArray Vector dictionary 0.010 s 1.398
2022-11-14 22:25 JavaScript get Vector uint64Array 0.003 s -0.970
2022-11-14 22:25 JavaScript get Vector int8Array 0.003 s -0.319
2022-11-14 22:25 JavaScript get Vector int16Array 0.003 s -0.449
2022-11-14 22:25 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.342
2022-11-14 22:25 JavaScript get Vector uint8Array 0.003 s 0.167
2022-11-14 22:25 JavaScript get Vector uint16Array 0.003 s -0.018
2022-11-14 22:25 JavaScript get Vector booleans 0.002 s 0.438
2022-11-14 22:25 JavaScript get Vector dictionary 0.002 s -0.251
2022-11-14 22:25 JavaScript get Vector string 0.124 s 0.223
2022-11-14 22:25 JavaScript Parse write recordBatches, tracks 0.002 s -0.557
2022-11-14 22:25 JavaScript get Vector uint32Array 0.003 s -0.617
2022-11-14 22:25 JavaScript Parse read recordBatches, tracks 0.000 s -0.313
2022-11-14 22:25 JavaScript Table tracks, 1,000,000 0.050 s 0.105
2022-11-14 22:25 JavaScript Table tracks, 1,000,000 0.095 s 0.172
2022-11-14 22:25 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.038
2022-11-14 22:25 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.249
2022-11-14 22:25 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.428
2022-11-14 22:25 JavaScript get Vector int32Array 0.003 s 0.012
2022-11-14 22:25 JavaScript get Vector int64Array 0.003 s -0.359
2022-11-14 22:25 JavaScript get Vector float32Array 0.002 s 0.001
2022-11-14 22:25 JavaScript get Vector float64Array 0.002 s 0.104
2022-11-14 22:25 JavaScript get Vector numbers 0.002 s 0.142
2022-11-14 22:25 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.209
2022-11-14 22:25 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-14 22:25 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.186 s 0.937
2022-11-14 22:25 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.187 s 0.543