Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 16:21 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.677 s 0.771
2022-11-10 16:27 Python dataframe-to-table type_nested 2.833 s 0.127
2022-11-10 16:23 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.642 s -0.598
2022-11-10 16:21 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.237 s 0.900
2022-11-10 16:31 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 85.274 s -0.195
2022-11-10 16:27 Python dataframe-to-table type_strings 0.448 s -0.143
2022-11-10 16:27 Python dataframe-to-table type_integers 0.010 s 1.374
2022-11-10 16:25 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.089 s -0.202
2022-11-10 16:27 Python dataset-filter nyctaxi_2010-01 1.008 s -0.185
2022-11-10 16:27 Python dataframe-to-table type_dict 0.012 s -0.734
2022-11-10 16:27 Python dataframe-to-table type_floats 0.011 s 0.168
2022-11-10 16:22 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.658 s -0.512
2022-11-10 16:24 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.133 s -0.373
2022-11-10 16:24 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.181 s -0.331
2022-11-10 16:26 Python dataframe-to-table chi_traffic_2020_Q1 20.022 s 1.448
2022-11-10 16:23 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.425 s 0.118
2022-11-10 16:36 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.518 s 0.371
2022-11-10 16:49 Python file-read lz4, feather, table, nyctaxi_2010-01 0.679 s 1.866
2022-11-10 16:46 Python dataset-read async=True, nyctaxi_multi_ipc_s3 216.932 s 0.657
2022-11-10 16:47 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.231 s -0.146
2022-11-10 16:47 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.213 s -0.317
2022-11-10 16:47 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.064 s 0.067
2022-11-10 16:47 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.221 s -2.978
2022-11-10 16:47 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.161 s 0.614
2022-11-10 16:47 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.143 s -0.683
2022-11-10 16:47 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.671 s 0.031
2022-11-10 16:47 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.288 s 0.116
2022-11-10 16:48 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.517 s -1.060
2022-11-10 16:48 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.602 s -2.891
2022-11-10 16:47 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.059 s 0.059
2022-11-10 16:48 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.651 s -2.052
2022-11-10 16:48 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.337 s -1.023
2022-11-10 16:47 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.185 s -2.862
2022-11-10 16:48 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.655 s -1.706
2022-11-10 16:48 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.817 s -0.927
2022-11-10 16:49 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.970 s -0.755
2022-11-10 16:56 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 8.978 s 1.816
2022-11-10 16:48 Python file-read lz4, feather, table, fanniemae_2016Q4 0.836 s -1.458
2022-11-10 16:49 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.381 s -0.737
2022-11-10 16:49 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.360 s -0.131
2022-11-10 16:49 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.924 s -0.588
2022-11-10 16:49 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.980 s -1.161
2022-11-10 16:49 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.605 s -0.448
2022-11-10 16:49 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.943 s -1.206
2022-11-10 16:49 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.935 s -1.208
2022-11-10 16:50 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.026 s 0.944
2022-11-10 16:51 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.202 s 1.758
2022-11-10 16:52 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.351 s 0.957
2022-11-10 16:53 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.511 s 1.748
2022-11-10 16:53 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.029 s -0.082
2022-11-10 16:54 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.406 s 1.507
2022-11-10 16:56 Python file-write lz4, feather, table, nyctaxi_2010-01 1.743 s -0.351
2022-11-10 16:54 Python file-write lz4, feather, table, fanniemae_2016Q4 1.558 s -0.032
2022-11-10 16:55 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.520 s 1.670
2022-11-10 16:54 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.418 s 1.440
2022-11-10 16:55 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.595 s 1.541
2022-11-10 16:57 Python wide-dataframe use_legacy_dataset=false 0.504 s 1.083
2022-11-10 16:55 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.038 s 1.996
2022-11-10 16:56 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.973 s 0.232
2022-11-10 16:56 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.750 s 1.633
2022-11-10 16:56 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.511
2022-11-10 16:56 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.344 s 1.448
2022-11-10 17:05 R dataframe-to-table chi_traffic_2020_Q1, R 4.302 s 0.047
2022-11-10 17:06 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.326 s -0.927
2022-11-10 17:05 R dataframe-to-table type_strings, R 0.537 s 0.626
2022-11-10 17:05 R dataframe-to-table type_nested, R 0.571 s 0.910
2022-11-10 17:05 R dataframe-to-table type_dict, R 0.058 s 0.103
2022-11-10 17:05 R dataframe-to-table type_integers, R 0.010 s 1.006
2022-11-10 17:05 R dataframe-to-table type_floats, R 0.013 s 0.442
2022-11-10 17:07 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.613 s -2.590
2022-11-10 17:06 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.334 s -1.136
2022-11-10 17:07 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.567 s 0.342
2022-11-10 17:06 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.583 s -0.932
2022-11-10 17:06 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.578 s -0.886
2022-11-10 17:06 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.312 s 0.915
2022-11-10 17:07 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.868 s -2.861
2022-11-10 17:07 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.551 s -0.811
2022-11-10 17:07 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.902 s -1.062
2022-11-10 17:07 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.558 s -0.987
2022-11-10 17:08 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.217 s -0.510
2022-11-10 17:08 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.907 s -1.139
2022-11-10 17:08 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.823 s -0.761
2022-11-10 17:08 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.585 s -0.992
2022-11-10 17:08 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.915 s -1.885
2022-11-10 17:09 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.483 s 0.928
2022-11-10 17:11 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.090 s 0.938
2022-11-10 17:25 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.557 s -0.097
2022-11-10 17:18 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.990 s 0.910
2022-11-10 17:25 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.552 s -0.059
2022-11-10 17:19 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.946 s 0.710
2022-11-10 17:14 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.555 s 0.856
2022-11-10 17:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.225 s 0.063
2022-11-10 17:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.586 s -0.630
2022-11-10 17:26 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.584 s 0.212
2022-11-10 17:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s 0.329
2022-11-10 17:22 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.306 s 0.398
2022-11-10 17:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.638 s -0.388
2022-11-10 17:16 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.503 s -0.685
2022-11-10 17:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.279 s -0.483
2022-11-10 17:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.587 s -0.260
2022-11-10 17:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.653
2022-11-10 17:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.346 s 0.299
2022-11-10 17:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.332 s 0.298
2022-11-10 17:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.006 s 0.027
2022-11-10 17:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.321
2022-11-10 17:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s 0.314
2022-11-10 17:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.301 s -0.471
2022-11-10 17:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.712 s -0.506
2022-11-10 17:16 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.912 s 0.587
2022-11-10 17:21 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.721 s 0.866
2022-11-10 17:26 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.254 s -2.042
2022-11-10 17:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.715 s -0.267
2022-11-10 17:17 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.404 s -0.130
2022-11-10 17:22 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.895 s 0.712
2022-11-10 17:14 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.955 s -0.304
2022-11-10 17:23 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.317 s -0.725
2022-11-10 17:25 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.230 s -1.707
2022-11-10 17:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.205
2022-11-10 17:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.229 s 0.089
2022-11-10 17:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 0.184
2022-11-10 17:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.913 s -0.642
2022-11-10 17:37 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.723 s -1.947
2022-11-10 17:12 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.915 s 0.853
2022-11-10 17:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.272 s -0.560
2022-11-10 17:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.328 s -0.267
2022-11-10 17:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.182 s -0.597
2022-11-10 17:24 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.481 s -2.037
2022-11-10 17:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.197 s -0.721
2022-11-10 17:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.230 s -0.044
2022-11-10 17:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.311 s -0.096
2022-11-10 17:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.158 s -0.428
2022-11-10 17:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.283 s -0.055
2022-11-10 17:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.655 s -0.730
2022-11-10 17:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.202 s -0.289
2022-11-10 17:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.470 s -0.827
2022-11-10 17:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.661 s 0.249
2022-11-10 17:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.228 s 0.059
2022-11-10 17:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.199 s -0.888
2022-11-10 17:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.345 s -0.271
2022-11-10 17:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.655 s 0.002
2022-11-10 17:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.513 s -0.469
2022-11-10 17:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.201 s -0.829
2022-11-10 17:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.283 s -0.554
2022-11-10 17:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s -0.400
2022-11-10 17:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 0.246
2022-11-10 17:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.507 s -0.554
2022-11-10 17:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s -0.215
2022-11-10 17:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.175 s -0.161
2022-11-10 17:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.423 s -0.363
2022-11-10 17:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.584 s 0.463
2022-11-10 17:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.367 s -0.039
2022-11-10 17:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.256 s -0.474
2022-11-10 17:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.202 s 0.138
2022-11-10 17:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.609 s -1.193
2022-11-10 17:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.212 s -0.192
2022-11-10 17:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.257 s 0.420
2022-11-10 17:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.110 s -0.241
2022-11-10 17:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.240 s -0.546
2022-11-10 17:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.317 s -0.823
2022-11-10 17:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.929 s -1.068
2022-11-10 17:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.387 s -0.186
2022-11-10 17:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.296 s -0.616
2022-11-10 17:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.101
2022-11-10 17:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.428 s -0.043
2022-11-10 17:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.049 s -0.428
2022-11-10 17:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.233 s -0.916
2022-11-10 17:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.387
2022-11-10 17:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.325 s 0.628
2022-11-10 17:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.267 s -0.343
2022-11-10 17:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.300 s -0.289
2022-11-10 17:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.550
2022-11-10 17:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.312 s 0.689
2022-11-10 17:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.773 s -0.022
2022-11-10 17:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.358 s -1.086
2022-11-10 17:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.537
2022-11-10 17:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s 0.008
2022-11-10 17:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.294 s -0.278
2022-11-10 17:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s 0.412
2022-11-10 17:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.159 s -0.374
2022-11-10 17:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.282 s 0.250
2022-11-10 17:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.326 s 0.370
2022-11-10 17:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.607 s 0.317
2022-11-10 17:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.517
2022-11-10 17:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.861 s 0.709
2022-11-10 17:47 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.318 s 0.177
2022-11-10 17:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.215 s 0.533
2022-11-10 17:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.217 s -0.199
2022-11-10 17:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.348 s -0.216
2022-11-10 17:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.220
2022-11-10 17:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.258 s -0.499
2022-11-10 17:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.805 s -1.348
2022-11-10 17:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.752 s -0.829
2022-11-10 17:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.335 s -0.439
2022-11-10 17:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.369 s -0.522
2022-11-10 17:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.300 s -0.353
2022-11-10 17:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.297 s -0.403
2022-11-10 17:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.205 s -0.166
2022-11-10 17:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.923 s -0.733
2022-11-10 17:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.753 s -0.674
2022-11-10 17:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.878 s -2.158
2022-11-10 17:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.331
2022-11-10 17:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.658 s -0.674
2022-11-10 17:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.320 s -0.170
2022-11-10 17:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.766 s -0.085
2022-11-10 17:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.900 s 0.064
2022-11-10 17:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.521 s -0.659
2022-11-10 17:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.268 s 0.394
2022-11-10 17:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.435 s 0.589
2022-11-10 17:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.333 s -0.413
2022-11-10 17:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.739 s -0.515
2022-11-10 17:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.251 s -0.862
2022-11-10 17:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.285 s -2.298
2022-11-10 17:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.470
2022-11-10 17:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.253 s 0.110
2022-11-10 17:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.363 s 0.341
2022-11-10 17:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.478 s 0.460
2022-11-10 17:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s 0.142
2022-11-10 17:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.879 s 1.442
2022-11-10 17:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.255 s -0.170
2022-11-10 17:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.402 s 0.874
2022-11-10 17:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.952 s 0.110
2022-11-10 17:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.249 s 0.170
2022-11-10 17:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.317 s 0.280
2022-11-10 17:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.206 s 0.289
2022-11-10 17:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.528 s -0.643
2022-11-10 17:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.151 s -0.193
2022-11-10 17:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.281 s 0.073
2022-11-10 17:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.233
2022-11-10 17:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.324 s -0.655
2022-11-10 17:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.148
2022-11-10 17:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.824 s -0.235
2022-11-10 17:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.038 s 0.454
2022-11-10 17:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s -0.026
2022-11-10 17:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.231 s 0.019
2022-11-10 17:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.280 s -0.647
2022-11-10 17:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.264 s -0.480
2022-11-10 17:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.432 s -0.754
2022-11-10 17:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.235 s 0.152
2022-11-10 17:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.577 s -0.109
2022-11-10 17:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.586 s -0.460
2022-11-10 17:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.317 s -0.269
2022-11-10 17:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.942 s 0.474
2022-11-10 17:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.319 s 2.015
2022-11-10 17:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.303
2022-11-10 17:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.518 s 1.650
2022-11-10 17:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.191 s 0.109
2022-11-10 17:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.300 s -0.386
2022-11-10 17:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.207 s 0.032
2022-11-10 17:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.661 s 0.165
2022-11-10 17:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.537 s 0.062
2022-11-10 17:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.477 s 1.378
2022-11-10 17:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.261 s -0.596
2022-11-10 17:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.865 s -0.586
2022-11-10 17:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.423 s -0.284
2022-11-10 17:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.394 s 0.508
2022-11-10 17:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.320 s -0.662
2022-11-10 17:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.071 s -0.217
2022-11-10 17:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.258 s 0.150
2022-11-10 17:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.289 s 0.104
2022-11-10 17:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.260 s 0.033
2022-11-10 17:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.372 s -0.942
2022-11-10 17:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.942 s 0.291
2022-11-10 17:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.604 s 0.199
2022-11-10 18:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.257 s -0.428
2022-11-10 17:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.377 s 0.400
2022-11-10 17:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.891 s -0.464
2022-11-10 17:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.441 s -0.336
2022-11-10 18:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.133 s -0.332
2022-11-10 18:14 JavaScript toArray Vector uint64Array
2022-11-10 17:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.713 s 0.209
2022-11-10 17:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.785 s -0.359
2022-11-10 18:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s -0.567
2022-11-10 18:02 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.000 s -0.549
2022-11-10 18:14 JavaScript Iterate Vector uint32Array 0.002 s 0.538
2022-11-10 18:14 JavaScript toArray Vector uint16Array
2022-11-10 18:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.225
2022-11-10 18:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.897 s -0.156
2022-11-10 18:14 JavaScript vectorFromArray booleans 0.018 s -0.523
2022-11-10 18:14 JavaScript Iterate Vector uint8Array 0.002 s -0.003
2022-11-10 18:14 JavaScript Iterate Vector dictionary 0.004 s 0.089
2022-11-10 18:14 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.083
2022-11-10 18:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s -0.146
2022-11-10 18:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.223
2022-11-10 18:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.447 s -0.389
2022-11-10 18:14 JavaScript Iterate Vector int64Array 0.004 s 0.092
2022-11-10 18:14 JavaScript Iterate Vector string 0.127 s -0.161
2022-11-10 18:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.951 s -0.719
2022-11-10 18:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.200 s -0.304
2022-11-10 18:14 JavaScript Spread Vector int32Array 0.007 s -0.165
2022-11-10 18:14 JavaScript Spread Vector int64Array 0.012 s -0.722
2022-11-10 18:14 JavaScript Spread Vector dictionary 0.010 s 0.563
2022-11-10 18:14 JavaScript toArray Vector numbers
2022-11-10 18:14 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.407
2022-11-10 18:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.296 s -0.078
2022-11-10 18:14 JavaScript toArray Vector int64Array
2022-11-10 18:14 JavaScript toArray Vector string 0.146 s -0.100
2022-11-10 18:14 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.671
2022-11-10 18:14 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-10 18:14 JavaScript Spread Vector float32Array 0.008 s -0.567
2022-11-10 18:14 JavaScript toArray Vector float64Array
2022-11-10 18:14 JavaScript get Vector int16Array 0.003 s 1.727
2022-11-10 18:14 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.459
2022-11-10 18:14 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.858
2022-11-10 18:14 JavaScript Table tracks, 1,000,000 0.287 s -0.588
2022-11-10 18:14 JavaScript Table tracks, 1,000,000 0.095 s 0.397
2022-11-10 18:14 JavaScript toArray Vector int16Array
2022-11-10 18:14 JavaScript toArray Vector booleans 0.010 s 0.391
2022-11-10 18:14 JavaScript get Vector uint16Array 0.003 s 1.531
2022-11-10 18:14 JavaScript get Vector float64Array 0.002 s 0.071
2022-11-10 18:14 JavaScript vectorFromArray dictionary 0.017 s 0.221
2022-11-10 18:14 JavaScript Iterate Vector uint16Array 0.002 s 0.911
2022-11-10 18:14 JavaScript Iterate Vector uint64Array 0.004 s -0.042
2022-11-10 18:14 JavaScript Spread Vector float64Array 0.008 s 0.622
2022-11-10 18:14 JavaScript toArray Vector int8Array
2022-11-10 18:14 JavaScript toArray Vector float32Array
2022-11-10 18:14 JavaScript toArray Vector dictionary 0.010 s 0.384
2022-11-10 18:14 JavaScript get Vector dictionary 0.002 s -0.143
2022-11-10 18:14 JavaScript Parse read recordBatches, tracks 0.000 s -0.057
2022-11-10 18:14 JavaScript vectorFromArray numbers 0.016 s 0.600
2022-11-10 18:14 JavaScript Iterate Vector int8Array 0.002 s 0.150
2022-11-10 18:14 JavaScript Iterate Vector int32Array 0.002 s 0.817
2022-11-10 18:14 JavaScript Iterate Vector float32Array 0.002 s 0.176
2022-11-10 18:14 JavaScript Iterate Vector numbers 0.002 s 0.700
2022-11-10 18:14 JavaScript Spread Vector int8Array 0.006 s 0.072
2022-11-10 18:14 JavaScript Table tracks, 1,000,000 0.050 s 0.143
2022-11-10 18:14 JavaScript Iterate Vector int16Array 0.002 s 0.881
2022-11-10 18:14 JavaScript Iterate Vector float64Array 0.002 s 0.766
2022-11-10 18:14 JavaScript Iterate Vector booleans 0.004 s 0.529
2022-11-10 18:14 JavaScript get Vector int64Array 0.003 s 0.653
2022-11-10 18:14 JavaScript get Vector string 0.124 s 0.085
2022-11-10 18:14 JavaScript Parse write recordBatches, tracks 0.002 s -0.064
2022-11-10 18:14 JavaScript Spread Vector uint8Array 0.006 s 0.575
2022-11-10 18:14 JavaScript Spread Vector uint32Array 0.007 s 0.352
2022-11-10 18:14 JavaScript toArray Vector uint8Array
2022-11-10 18:14 JavaScript toArray Vector uint32Array
2022-11-10 18:14 JavaScript Spread Vector uint16Array 0.006 s 0.667
2022-11-10 18:14 JavaScript Spread Vector uint64Array 0.012 s 0.592
2022-11-10 18:14 JavaScript Spread Vector int16Array 0.006 s 0.623
2022-11-10 18:14 JavaScript Spread Vector numbers 0.008 s 0.499
2022-11-10 18:14 JavaScript Spread Vector booleans 0.010 s 0.468
2022-11-10 18:14 JavaScript Spread Vector string 0.146 s 0.180
2022-11-10 18:14 JavaScript toArray Vector int32Array
2022-11-10 18:14 JavaScript get Vector int8Array 0.003 s 1.145
2022-11-10 18:14 JavaScript get Vector float32Array 0.002 s 0.033
2022-11-10 18:14 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.038 s 0.812
2022-11-10 18:14 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.764
2022-11-10 18:14 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.019
2022-11-10 18:14 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -0.306
2022-11-10 18:14 JavaScript get Vector uint8Array 0.003 s 0.131
2022-11-10 18:14 JavaScript get Vector uint32Array 0.003 s 1.698
2022-11-10 18:14 JavaScript get Vector int32Array 0.003 s 1.126
2022-11-10 18:14 JavaScript get Vector numbers 0.002 s 0.021
2022-11-10 18:14 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.095
2022-11-10 18:14 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-10 18:14 JavaScript get Vector uint64Array 0.003 s 1.410
2022-11-10 18:14 JavaScript get Vector booleans 0.002 s 0.374
2022-11-10 18:14 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.761
2022-11-10 18:14 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.493
2022-11-10 18:14 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-10 18:14 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.192 s -1.971
2022-11-10 18:14 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.135
2022-11-10 18:14 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -2.408
2022-11-10 18:14 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.200
2022-11-10 18:14 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-10 18:14 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.187 s 0.263
2022-11-10 18:14 JavaScript Table 1,000,000, tracks 0.307 s -1.598
2022-11-10 18:14 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.109
2022-11-10 18:14 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.032