Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 22:57 Python dataframe-to-table type_integers 0.010 s 0.098
2022-11-09 22:57 Python dataset-filter nyctaxi_2010-01 1.011 s -0.306
2022-11-09 23:04 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 79.072 s 1.329
2022-11-09 22:54 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.427 s -0.257
2022-11-09 22:51 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.689 s -0.538
2022-11-09 22:57 Python dataframe-to-table chi_traffic_2020_Q1 20.072 s 1.356
2022-11-09 22:57 Python dataframe-to-table type_floats 0.011 s 0.196
2022-11-09 22:57 Python dataframe-to-table type_dict 0.012 s -0.490
2022-11-09 22:52 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.254 s -0.369
2022-11-09 22:54 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.214 s -0.470
2022-11-09 22:53 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.588 s -0.414
2022-11-09 22:57 Python dataframe-to-table type_strings 0.446 s 0.129
2022-11-09 22:57 Python dataframe-to-table type_nested 2.834 s 0.252
2022-11-09 22:55 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.155 s -0.484
2022-11-09 22:54 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.124 s 0.596
2022-11-09 23:00 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 55.596 s 3.589
2022-11-09 22:52 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.687 s -0.626
2022-11-09 23:15 Python dataset-read async=True, nyctaxi_multi_ipc_s3 207.369 s 1.714
2022-11-09 23:15 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.049 s 0.154
2022-11-09 23:15 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.231 s -0.189
2022-11-09 23:15 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.170 s 0.536
2022-11-09 23:15 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.632 s 0.542
2022-11-09 23:15 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.199 s -0.151
2022-11-09 23:15 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.287 s 0.130
2022-11-09 23:16 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.171 s -1.912
2022-11-09 23:15 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.049 s 0.159
2022-11-09 23:15 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.162 s -0.607
2022-11-09 23:15 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.202 s -1.054
2022-11-09 23:16 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.647 s -1.814
2022-11-09 23:16 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.339 s -1.320
2022-11-09 23:16 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.637 s -2.446
2022-11-09 23:16 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.507 s -0.913
2022-11-09 23:16 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.512 s -1.033
2022-11-09 23:17 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.828 s -1.169
2022-11-09 23:17 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.965 s -0.416
2022-11-09 23:17 Python file-read lz4, feather, table, fanniemae_2016Q4 0.828 s -0.464
2022-11-09 23:22 Python file-write lz4, feather, table, fanniemae_2016Q4 1.552 s 0.534
2022-11-09 23:17 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.976 s -1.278
2022-11-09 23:17 Python file-read lz4, feather, table, nyctaxi_2010-01 0.693 s -1.091
2022-11-09 23:18 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.029 s 1.084
2022-11-09 23:17 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.929 s -0.994
2022-11-09 23:23 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.041 s 2.503
2022-11-09 23:25 Python wide-dataframe use_legacy_dataset=false 0.511 s 0.626
2022-11-09 23:34 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.325 s -1.058
2022-11-09 23:36 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.911 s -1.261
2022-11-09 23:24 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.333 s 1.677
2022-11-09 23:33 R dataframe-to-table chi_traffic_2020_Q1, R 4.310 s -0.053
2022-11-09 23:33 R dataframe-to-table type_dict, R 0.062 s -0.405
2022-11-09 23:17 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.394 s -1.023
2022-11-09 23:24 Python file-write lz4, feather, table, nyctaxi_2010-01 1.756 s -0.481
2022-11-09 23:35 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.845 s 0.617
2022-11-09 23:17 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.923 s -0.538
2022-11-09 23:22 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.509 s 1.308
2022-11-09 23:23 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.515 s 2.312
2022-11-09 23:24 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.988 s -0.705
2022-11-09 23:25 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.762 s 1.678
2022-11-09 23:25 Python wide-dataframe use_legacy_dataset=true 0.372 s 0.640
2022-11-09 23:36 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.582 s -0.087
2022-11-09 23:35 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.107
2022-11-09 23:33 R dataframe-to-table type_strings, R 0.536 s 0.786
2022-11-09 23:33 R dataframe-to-table type_integers, R 0.010 s 1.169
2022-11-09 23:19 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.224 s 2.124
2022-11-09 23:33 R dataframe-to-table type_floats, R 0.013 s 0.902
2022-11-09 23:34 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.327 s -1.098
2022-11-09 23:42 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.524 s 1.186
2022-11-09 23:35 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.573 s -0.897
2022-11-09 23:36 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.556 s -1.032
2022-11-09 23:17 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.937 s -0.141
2022-11-09 23:21 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.013 s -0.036
2022-11-09 23:17 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.606 s -0.629
2022-11-09 23:21 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.554 s 2.047
2022-11-09 23:22 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.404 s 1.756
2022-11-09 23:18 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.359 s -0.231
2022-11-09 23:35 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.589 s 0.805
2022-11-09 23:20 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.367 s 1.023
2022-11-09 23:39 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.086 s 1.127
2022-11-09 23:35 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.550 s -0.885
2022-11-09 23:35 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.902 s -1.233
2022-11-09 23:36 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s 0.087
2022-11-09 23:42 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.953 s 0.161
2022-11-09 23:23 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.587 s 2.301
2022-11-09 23:24 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 8.971 s 2.500
2022-11-09 23:34 R dataframe-to-table type_nested, R 0.571 s 0.906
2022-11-09 23:40 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.918 s 0.991
2022-11-09 23:34 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.587 s -1.259
2022-11-09 23:35 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.315 s -0.806
2022-11-09 23:36 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.906 s -1.301
2022-11-09 23:36 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.825 s -1.222
2022-11-09 23:44 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.942 s 0.081
2022-11-09 23:37 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.501 s 0.976
2022-11-09 23:44 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.488 s 0.609
2022-11-09 23:47 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.984 s 1.113
2022-11-09 23:46 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.353 s 0.880
2022-11-09 23:48 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.939 s 0.873
2022-11-09 23:49 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.716 s 1.016
2022-11-09 23:51 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.308 s -0.176
2022-11-09 23:52 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.306 s -0.426
2022-11-09 23:50 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.902 s 0.719
2022-11-09 23:52 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.469 s -0.105
2022-11-09 23:53 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.212 s -0.899
2022-11-09 23:53 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.546 s 1.162
2022-11-09 23:54 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.564 s -0.285
2022-11-09 23:54 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.246 s 0.174
2022-11-09 23:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s 0.132
2022-11-09 23:54 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.578 s 0.441
2022-11-09 23:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.396
2022-11-09 23:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.358
2022-11-09 23:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s -0.086
2022-11-09 23:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.273 s -0.575
2022-11-09 23:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.587 s -0.307
2022-11-09 23:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.009 s -0.091
2022-11-09 23:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.345 s -0.032
2022-11-09 23:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.716 s -0.362
2022-11-09 23:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.276 s 0.266
2022-11-09 23:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s -0.037
2022-11-09 23:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.285 s 0.268
2022-11-09 23:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.422
2022-11-09 23:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.433 s -0.371
2022-11-09 23:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.224 s 0.233
2022-11-09 23:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.654 s 0.271
2022-11-09 23:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.056 s -0.790
2022-11-09 23:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s 0.120
2022-11-09 23:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.297 s 0.358
2022-11-09 23:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.359
2022-11-09 23:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s 0.139
2022-11-09 23:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.918 s -0.165
2022-11-09 23:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.325
2022-11-09 23:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.488 s -0.259
2022-11-10 00:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.280
2022-11-10 00:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.325
2022-11-10 00:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.350
2022-11-09 23:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.379
2022-11-10 00:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.273 s -0.545
2022-11-10 00:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.292 s 0.423
2022-11-10 00:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.765 s 0.043
2022-11-09 23:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.199 s -0.013
2022-11-10 00:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.690 s -0.203
2022-11-10 00:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.270
2022-11-10 00:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.269 s 0.344
2022-11-10 00:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.435 s 0.571
2022-11-10 00:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.248 s 0.390
2022-11-10 00:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.899 s 0.242
2022-11-10 00:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.295 s -0.107
2022-11-10 00:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.469 s -0.355
2022-11-10 00:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s 0.094
2022-11-10 00:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.156
2022-11-10 00:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s 0.014
2022-11-09 23:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.321 s 0.993
2022-11-10 00:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.824 s -0.054
2022-11-10 00:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.713 s 0.258
2022-11-10 00:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s 0.062
2022-11-10 00:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.958 s -1.192
2022-11-10 00:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.347 s 0.138
2022-11-10 00:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.605 s 0.490
2022-11-10 00:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.502
2022-11-10 00:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.316 s 0.240
2022-11-10 00:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.159
2022-11-10 00:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.331 s 0.392
2022-11-10 00:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.326 s 0.368
2022-11-10 00:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.259
2022-11-10 00:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.856 s 1.344
2022-11-10 00:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.250 s -0.319
2022-11-10 00:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.192
2022-11-10 00:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.506 s -0.512
2022-11-10 00:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.942 s 0.818
2022-11-10 00:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.046
2022-11-10 00:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s 0.126
2022-11-10 00:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.600 s -0.147
2022-11-09 23:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.194 s 0.323
2022-11-10 00:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.190 s -0.992
2022-11-10 00:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.259
2022-11-10 00:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.524 s 0.420
2022-11-10 00:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s 0.066
2022-11-10 00:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.262 s 0.480
2022-11-10 00:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.163 s -0.990
2022-11-09 23:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 0.233
2022-11-10 00:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.422 s -0.008
2022-11-10 00:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.710 s -0.227
2022-11-10 00:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.185
2022-11-10 00:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.020
2022-11-10 00:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.317 s 0.346
2022-11-10 00:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.861 s -0.141
2022-11-10 00:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.909 s -0.166
2022-11-10 00:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.325
2022-11-10 00:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.283 s 0.261
2022-11-10 00:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.709 s -0.073
2022-11-09 23:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.433
2022-11-10 00:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.634 s 0.118
2022-11-10 00:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s 0.415
2022-11-10 00:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.902 s -0.195
2022-11-10 00:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.321 s 1.127
2022-11-10 00:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.473
2022-11-10 00:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s 0.092
2022-11-10 00:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s 0.025
2022-11-10 00:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s -0.054
2022-11-10 00:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.773 s 0.127
2022-11-10 00:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s 0.027
2022-11-10 00:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.657 s -0.458
2022-11-10 00:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.563 s -0.047
2022-11-10 00:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s 0.097
2022-11-10 00:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.179 s 0.302
2022-11-10 00:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.424 s 0.503
2022-11-10 00:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.402
2022-11-10 00:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.326 s 0.592
2022-11-10 00:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s 0.171
2022-11-10 00:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s 0.106
2022-11-10 00:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.358 s -0.732
2022-11-10 00:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.427
2022-11-10 00:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.648 s 0.032
2022-11-10 00:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.300 s -0.004
2022-11-10 00:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.321 s 0.938
2022-11-10 00:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.503 s -0.251
2022-11-10 00:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.200 s 0.477
2022-11-10 00:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.659 s 0.523
2022-11-10 00:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s 0.009
2022-11-10 00:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.202 s -0.128
2022-11-10 00:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.234
2022-11-10 00:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.526 s 0.144
2022-11-10 00:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -0.028
2022-11-10 00:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s 0.172
2022-11-10 00:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.925 s 1.205
2022-11-10 00:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.841
2022-11-10 00:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.299 s -0.734
2022-11-10 00:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.376
2022-11-10 00:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.441
2022-11-10 00:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.252 s 0.337
2022-11-10 00:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.368
2022-11-10 00:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.460
2022-11-10 00:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.155 s 0.114
2022-11-10 00:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.362 s -1.623
2022-11-10 00:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.912 s 0.208
2022-11-10 00:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.546 s -0.874
2022-11-10 00:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.747 s -0.734
2022-11-10 00:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.156 s -0.485
2022-11-10 00:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.874 s -1.472
2022-11-10 00:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.586 s 0.254
2022-11-10 00:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.307 s -1.857
2022-11-10 00:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s -0.012
2022-11-10 00:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.585 s -0.531
2022-11-10 00:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.839 s -1.364
2022-11-10 00:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.310 s -1.285
2022-11-10 00:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.526 s -1.092
2022-11-10 00:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.191
2022-11-10 00:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s 0.092
2022-11-10 00:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.192 s 0.039
2022-11-10 00:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.411
2022-11-10 00:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.289 s 0.327
2022-11-10 00:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.220 s -0.380
2022-11-10 00:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.405
2022-11-10 00:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.583 s -0.659
2022-11-10 00:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.189 s 0.350
2022-11-10 00:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.319
2022-11-10 00:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.404 s 0.443
2022-11-10 00:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.141
2022-11-10 00:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.484 s 1.104
2022-11-10 00:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.424 s -0.391
2022-11-10 00:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.781 s 0.132
2022-11-10 00:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.885 s 0.766
2022-11-10 00:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.051 s 0.021
2022-11-10 00:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.782
2022-11-10 00:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.100 s -0.619
2022-11-10 00:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.380 s 0.210
2022-11-10 00:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.088 s 1.290
2022-11-10 00:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.366 s 0.144
2022-11-10 00:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.433 s -0.919
2022-11-10 00:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.421 s 0.065
2022-11-10 00:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.601 s 0.529
2022-11-10 00:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.895 s -0.612
2022-11-10 00:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.714 s 0.266
2022-11-10 00:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.040
2022-11-10 00:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.745 s 0.272
2022-11-10 00:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.978 s -0.316
2022-11-10 00:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s -0.058
2022-11-10 00:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.238
2022-11-10 00:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.200 s -0.148
2022-11-10 00:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s -0.045
2022-11-10 00:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s 0.170
2022-11-10 00:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.222 s -0.014
2022-11-10 00:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.448 s -0.245
2022-11-10 00:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.282 s 0.330
2022-11-10 00:42 JavaScript Table 1,000,000, tracks 0.246 s 1.315
2022-11-10 00:42 JavaScript Iterate Vector uint16Array 0.002 s 0.208
2022-11-10 00:42 JavaScript Iterate Vector uint64Array 0.004 s -0.188
2022-11-10 00:42 JavaScript Spread Vector int64Array 0.012 s -0.069
2022-11-10 00:42 JavaScript vectorFromArray booleans 0.018 s 0.074
2022-11-10 00:42 JavaScript toArray Vector uint16Array
2022-11-10 00:42 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -0.346
2022-11-10 00:42 JavaScript Spread Vector uint8Array 0.007 s -0.758
2022-11-10 00:42 JavaScript Spread Vector uint32Array 0.007 s -0.873
2022-11-10 00:42 JavaScript Iterate Vector uint32Array 0.002 s 0.126
2022-11-10 00:42 JavaScript Iterate Vector int8Array 0.002 s -0.910
2022-11-10 00:42 JavaScript Iterate Vector float32Array 0.002 s -0.360
2022-11-10 00:42 JavaScript Iterate Vector numbers 0.002 s -1.869
2022-11-10 00:42 JavaScript toArray Vector numbers
2022-11-10 00:42 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.704
2022-11-10 00:42 JavaScript Iterate Vector uint8Array 0.002 s -0.774
2022-11-10 00:42 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.416
2022-11-10 00:42 JavaScript Spread Vector uint16Array 0.007 s -0.652
2022-11-10 00:42 JavaScript toArray Vector int16Array
2022-11-10 00:42 JavaScript toArray Vector int64Array
2022-11-10 00:42 JavaScript toArray Vector booleans 0.010 s 0.639
2022-11-10 00:42 JavaScript toArray Vector string 0.149 s -1.952
2022-11-10 00:42 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.815
2022-11-10 00:42 JavaScript vectorFromArray numbers 0.016 s 0.912
2022-11-10 00:42 JavaScript vectorFromArray dictionary 0.017 s -0.062
2022-11-10 00:42 JavaScript Iterate Vector int16Array 0.002 s -0.095
2022-11-10 00:42 JavaScript get Vector uint16Array 0.003 s 0.065
2022-11-10 00:42 JavaScript Iterate Vector int32Array 0.002 s -0.898
2022-11-10 00:42 JavaScript Spread Vector int32Array 0.007 s -1.281
2022-11-10 00:42 JavaScript Spread Vector dictionary 0.010 s 0.239
2022-11-10 00:42 JavaScript get Vector int32Array 0.003 s -0.562
2022-11-10 00:42 JavaScript get Vector float32Array 0.002 s 0.129
2022-11-10 00:42 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.823
2022-11-10 00:42 JavaScript Iterate Vector int64Array 0.004 s 0.160
2022-11-10 00:42 JavaScript Iterate Vector booleans 0.004 s 0.538
2022-11-10 00:42 JavaScript Iterate Vector string 0.127 s -0.216
2022-11-10 00:42 JavaScript Spread Vector uint64Array 0.012 s 0.201
2022-11-10 00:42 JavaScript Spread Vector float64Array 0.008 s -1.436
2022-11-10 00:42 JavaScript Spread Vector booleans 0.010 s 0.465
2022-11-10 00:42 JavaScript Spread Vector string 0.148 s -1.301
2022-11-10 00:42 JavaScript Iterate Vector float64Array 0.002 s -1.542
2022-11-10 00:42 JavaScript Spread Vector int16Array 0.007 s -0.538
2022-11-10 00:42 JavaScript toArray Vector float64Array
2022-11-10 00:42 JavaScript Iterate Vector dictionary 0.004 s 0.656
2022-11-10 00:42 JavaScript toArray Vector int32Array
2022-11-10 00:42 JavaScript Spread Vector int8Array 0.007 s -0.988
2022-11-10 00:42 JavaScript Spread Vector numbers 0.008 s -1.772
2022-11-10 00:42 JavaScript toArray Vector uint8Array
2022-11-10 00:42 JavaScript get Vector dictionary 0.002 s -0.591
2022-11-10 00:42 JavaScript Parse read recordBatches, tracks 0.000 s 1.013
2022-11-10 00:42 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.644
2022-11-10 00:42 JavaScript Spread Vector float32Array 0.008 s -2.130
2022-11-10 00:42 JavaScript toArray Vector uint32Array
2022-11-10 00:42 JavaScript toArray Vector int8Array
2022-11-10 00:42 JavaScript toArray Vector float32Array
2022-11-10 00:42 JavaScript toArray Vector dictionary 0.010 s 0.344
2022-11-10 00:42 JavaScript get Vector uint32Array 0.003 s -0.334
2022-11-10 00:42 JavaScript toArray Vector uint64Array
2022-11-10 00:42 JavaScript get Vector int16Array 0.003 s -0.829
2022-11-10 00:42 JavaScript get Vector int64Array 0.003 s 0.293
2022-11-10 00:42 JavaScript get Vector booleans 0.002 s -0.049
2022-11-10 00:42 JavaScript get Vector string 0.127 s -1.516
2022-11-10 00:42 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.532
2022-11-10 00:42 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.780
2022-11-10 00:42 JavaScript get Vector uint8Array 0.003 s -1.740
2022-11-10 00:42 JavaScript get Vector int8Array 0.003 s -3.141
2022-11-10 00:42 JavaScript get Vector uint64Array 0.003 s 0.340
2022-11-10 00:42 JavaScript get Vector float64Array 0.002 s 0.113
2022-11-10 00:42 JavaScript Parse write recordBatches, tracks 0.002 s -0.686
2022-11-10 00:42 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 1.022
2022-11-10 00:42 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.806
2022-11-10 00:42 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s -0.300
2022-11-10 00:42 JavaScript get Vector numbers 0.002 s 0.062
2022-11-10 00:42 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -0.525
2022-11-10 00:42 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-10 00:42 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.120
2022-11-10 00:42 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-10 00:42 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-10 00:42 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.185 s 1.488
2022-11-10 00:42 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.319
2022-11-10 00:42 JavaScript Table tracks, 1,000,000 0.096 s -1.394
2022-11-10 00:42 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.072
2022-11-10 00:42 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-10 00:42 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.187 s 0.518
2022-11-10 00:42 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.189
2022-11-10 00:42 JavaScript Table tracks, 1,000,000 0.050 s 0.080
2022-11-10 00:42 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.133
2022-11-10 00:42 JavaScript Table tracks, 1,000,000 0.263 s 0.584