Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-24 08:23 Python dataframe-to-table chi_traffic_2020_Q1 20.481 s -0.673
2022-11-24 08:18 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.109 s 0.759
2022-11-24 08:17 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.686 s -0.813
2022-11-24 08:23 Python dataframe-to-table type_nested 2.915 s -0.704
2022-11-24 08:23 Python dataframe-to-table type_dict 0.011 s 1.594
2022-11-24 08:18 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.264 s -1.000
2022-11-24 08:20 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.110 s 2.152
2022-11-24 08:19 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.423 s 0.326
2022-11-24 08:27 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 73.600 s 0.943
2022-11-24 08:20 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.863 s 0.519
2022-11-24 08:19 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.017 s 0.912
2022-11-24 08:23 Python dataframe-to-table type_strings 0.452 s -0.729
2022-11-24 08:31 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 82.374 s 0.230
2022-11-24 08:23 Python dataframe-to-table type_integers 0.010 s 0.187
2022-11-24 08:21 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.797 s 0.510
2022-11-24 08:23 Python dataframe-to-table type_floats 0.010 s 0.498
2022-11-24 08:23 Python dataset-filter nyctaxi_2010-01 1.039 s -1.420
2022-11-24 08:44 Python file-read lz4, feather, table, fanniemae_2016Q4 0.832 s -0.924
2022-11-24 08:42 Python dataset-read async=True, nyctaxi_multi_ipc_s3 214.164 s 0.742
2022-11-24 08:43 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.219 s -1.385
2022-11-24 08:42 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.181 s 0.498
2022-11-24 08:43 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.654 s 0.911
2022-11-24 08:42 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.243 s -0.874
2022-11-24 08:42 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.231 s 0.257
2022-11-24 08:42 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.049 s -0.041
2022-11-24 08:42 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.293 s 0.467
2022-11-24 08:43 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.504 s 0.394
2022-11-24 08:43 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.056 s -0.081
2022-11-24 08:43 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.186 s -1.554
2022-11-24 08:43 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.656 s -0.271
2022-11-24 08:43 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.641 s -0.274
2022-11-24 08:43 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.131 s 0.247
2022-11-24 08:44 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.323 s 0.568
2022-11-24 08:43 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.511 s 0.076
2022-11-24 08:44 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.215 s 1.246
2022-11-24 08:44 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.917 s 0.372
2022-11-24 08:45 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.553 s 1.226
2022-11-24 08:44 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.631 s 1.273
2022-11-24 08:44 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.956 s 0.968
2022-11-24 08:44 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.912 s 0.977
2022-11-24 08:44 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.974 s -0.335
2022-11-24 08:45 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.309 s 1.547
2022-11-24 09:08 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.929 s -0.046
2022-11-24 09:12 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.970 s -1.009
2022-11-24 09:14 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.986 s 0.653
2022-11-24 08:46 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.661 s -0.370
2022-11-24 08:45 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.932 s 0.645
2022-11-24 08:45 Python file-read lz4, feather, table, nyctaxi_2010-01 0.689 s -0.402
2022-11-24 08:45 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.052 s -0.060
2022-11-24 08:48 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.008 s -0.510
2022-11-24 08:48 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.025 s -0.033
2022-11-24 08:51 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.526 s 0.019
2022-11-24 09:02 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.583 s -0.373
2022-11-24 08:50 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.128 s -0.217
2022-11-24 09:01 R dataframe-to-table type_strings, R 0.536 s 0.700
2022-11-24 09:01 R dataframe-to-table type_nested, R 0.571 s 0.469
2022-11-24 09:02 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.090
2022-11-24 09:05 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.538 s -0.477
2022-11-24 09:18 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.310 s -0.710
2022-11-24 09:01 R dataframe-to-table type_integers, R 0.010 s 0.258
2022-11-24 09:10 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.956 s -0.163
2022-11-24 08:47 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.362 s 0.207
2022-11-24 08:50 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.833 s -0.445
2022-11-24 08:52 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.835 s -0.252
2022-11-24 09:03 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.855 s 0.078
2022-11-24 09:01 R dataframe-to-table type_dict, R 0.070 s -1.320
2022-11-24 08:49 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.857 s -0.502
2022-11-24 08:51 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.032 s -0.002
2022-11-24 09:03 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.902 s 0.113
2022-11-24 08:52 Python wide-dataframe use_legacy_dataset=false 0.517 s -0.196
2022-11-24 09:03 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.555 s -0.120
2022-11-24 08:49 Python file-write lz4, feather, table, fanniemae_2016Q4 1.557 s -0.049
2022-11-24 09:02 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.316 s 0.067
2022-11-24 09:04 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.819 s 0.118
2022-11-24 09:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s -0.076
2022-11-24 08:52 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.407 s 0.240
2022-11-24 09:02 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.337 s -0.368
2022-11-24 09:07 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.145 s -0.248
2022-11-24 08:51 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.973 s 0.024
2022-11-24 09:00 R dataframe-to-table chi_traffic_2020_Q1, R 4.338 s -0.925
2022-11-24 09:01 R dataframe-to-table type_floats, R 0.013 s 0.707
2022-11-24 09:04 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s 0.101
2022-11-24 09:04 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.582 s 0.106
2022-11-24 09:10 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.591 s -0.206
2022-11-24 08:52 Python wide-dataframe use_legacy_dataset=true 0.376 s 0.187
2022-11-24 09:03 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.898 s 0.126
2022-11-24 09:03 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.601 s 0.087
2022-11-24 08:50 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.596 s 0.130
2022-11-24 08:52 Python file-write lz4, feather, table, nyctaxi_2010-01 1.627 s 0.638
2022-11-24 09:02 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.593 s -0.512
2022-11-24 09:03 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.557 s -0.057
2022-11-24 09:13 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.397 s 0.104
2022-11-24 09:02 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.328 s -0.162
2022-11-24 09:04 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.903 s 0.134
2022-11-24 09:12 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.493 s -0.571
2022-11-24 09:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 0.913
2022-11-24 09:15 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.952 s 0.121
2022-11-24 09:16 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.717 s 0.626
2022-11-24 09:18 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.911 s 0.074
2022-11-24 09:21 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.580 s -0.815
2022-11-24 09:21 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.242 s 1.239
2022-11-24 09:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.588 s -0.373
2022-11-24 09:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s -0.302
2022-11-24 09:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.434 s -2.165
2022-11-24 09:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s -0.305
2022-11-24 09:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s 0.812
2022-11-24 09:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.025
2022-11-24 09:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.895
2022-11-24 09:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s -0.312
2022-11-24 09:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s -0.473
2022-11-24 09:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.143 s -0.467
2022-11-24 09:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.865 s -0.687
2022-11-24 09:19 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.324 s -0.742
2022-11-24 09:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s 0.566
2022-11-24 09:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.064 s -2.099
2022-11-24 09:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 1.429
2022-11-24 09:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.377
2022-11-24 09:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.632 s 1.524
2022-11-24 09:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s -0.682
2022-11-24 09:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s 1.173
2022-11-24 09:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.325
2022-11-24 09:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.949 s -0.036
2022-11-24 09:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.765 s 0.113
2022-11-24 09:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.982
2022-11-24 09:22 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.580 s 0.236
2022-11-24 09:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s -0.571
2022-11-24 09:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.009
2022-11-24 09:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.420 s 0.068
2022-11-24 09:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.880 s -2.118
2022-11-24 09:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.409 s 0.407
2022-11-24 09:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.592 s 1.055
2022-11-24 09:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.218 s -0.975
2022-11-24 09:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.662 s -0.550
2022-11-24 09:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.416 s -0.299
2022-11-24 09:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.475
2022-11-24 09:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s -0.105
2022-11-24 09:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.913 s -1.180
2022-11-24 09:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.187 s -1.116
2022-11-24 09:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.345 s -0.492
2022-11-24 09:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.328 s -1.244
2022-11-24 09:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.653
2022-11-24 09:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.310 s 0.697
2022-11-24 09:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.229 s 1.003
2022-11-24 09:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s -0.615
2022-11-24 09:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.709 s 1.199
2022-11-24 09:34 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.788
2022-11-24 09:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.768
2022-11-24 09:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.127
2022-11-24 09:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.424 s 0.779
2022-11-24 09:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s 0.897
2022-11-24 09:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s 0.278
2022-11-24 09:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.957
2022-11-24 09:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.582 s 1.260
2022-11-24 09:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s 1.314
2022-11-24 09:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.776 s -1.058
2022-11-24 09:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.650 s 0.847
2022-11-24 09:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s -0.484
2022-11-24 09:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.153
2022-11-24 09:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.725 s 0.435
2022-11-24 09:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 1.251
2022-11-24 09:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -0.367
2022-11-24 09:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.321 s 0.206
2022-11-24 09:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.866 s -0.283
2022-11-24 09:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.259 s -0.835
2022-11-24 09:20 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.474 s -2.124
2022-11-24 09:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.707 s 0.563
2022-11-24 09:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.301
2022-11-24 09:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.299 s -0.598
2022-11-24 09:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.566 s -1.719
2022-11-24 09:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.250
2022-11-24 09:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.391
2022-11-24 09:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.204 s -1.076
2022-11-24 09:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s 0.539
2022-11-24 09:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.582 s -0.479
2022-11-24 09:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.320 s -1.032
2022-11-24 09:21 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.231 s -0.959
2022-11-24 09:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 0.507
2022-11-24 09:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.367 s 0.195
2022-11-24 09:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s -0.154
2022-11-24 09:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.650 s 0.055
2022-11-24 09:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.582
2022-11-24 09:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.202 s -0.563
2022-11-24 09:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.082
2022-11-24 09:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.193 s -1.436
2022-11-24 09:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.212 s -0.368
2022-11-24 09:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.324
2022-11-24 09:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.265 s -0.755
2022-11-24 09:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.428 s -0.039
2022-11-24 09:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.367 s 0.702
2022-11-24 09:21 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.554 s -0.231
2022-11-24 09:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s 0.231
2022-11-24 09:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.005 s 0.465
2022-11-24 09:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s -0.280
2022-11-24 09:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.206 s -1.432
2022-11-24 09:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.297 s 0.907
2022-11-24 09:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.171 s -0.644
2022-11-24 09:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s 0.411
2022-11-24 09:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.343
2022-11-24 09:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.365 s 0.715
2022-11-24 09:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.321 s 1.751
2022-11-24 09:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.360 s -1.707
2022-11-24 09:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s 0.532
2022-11-24 09:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.899 s -1.633
2022-11-24 09:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.285
2022-11-24 09:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.297 s 1.381
2022-11-24 09:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.108
2022-11-24 09:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 0.897
2022-11-24 09:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.534 s -1.452
2022-11-24 09:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s -0.772
2022-11-24 09:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.928 s -1.326
2022-11-24 09:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.587
2022-11-24 09:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.606 s 0.317
2022-11-24 09:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.434 s 0.847
2022-11-24 09:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.298 s -1.315
2022-11-24 09:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.471 s -0.966
2022-11-24 09:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.583 s 0.564
2022-11-24 09:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.923 s -0.158
2022-11-24 09:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.434 s -0.275
2022-11-24 09:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.305 s 0.031
2022-11-24 09:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.507 s -0.509
2022-11-24 09:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.525 s 0.771
2022-11-24 09:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.713 s 0.039
2022-11-24 09:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.282 s 0.369
2022-11-24 09:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s -0.361
2022-11-24 09:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.825 s -0.593
2022-11-24 09:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.253 s 1.474
2022-11-24 09:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.020 s 1.112
2022-11-24 09:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.977 s -1.032
2022-11-24 09:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.286 s -0.227
2022-11-24 09:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s -0.318
2022-11-24 09:34 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.600
2022-11-24 09:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s -0.619
2022-11-24 09:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.359 s -1.257
2022-11-24 09:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.653 s 1.106
2022-11-24 09:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.402
2022-11-24 09:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s 1.021
2022-11-24 09:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.280
2022-11-24 09:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.565 s 1.232
2022-11-24 09:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.534 s 0.388
2022-11-24 09:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.105
2022-11-24 09:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.709 s 0.144
2022-11-24 09:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 1.085
2022-11-24 09:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.767 s 0.089
2022-11-24 09:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.150 s 0.807
2022-11-24 09:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.903 s -1.346
2022-11-24 09:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.535 s -1.710
2022-11-24 09:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.222 s 0.146
2022-11-24 09:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.252 s -1.558
2022-11-24 09:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.289 s 0.069
2022-11-24 09:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.880 s 0.532
2022-11-24 09:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.216 s -0.584
2022-11-24 09:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.278
2022-11-24 09:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.102 s -0.467
2022-11-24 09:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.517 s 1.452
2022-11-24 09:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.216
2022-11-24 09:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.369
2022-11-24 09:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.406 s -0.574
2022-11-24 09:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.516 s -0.981
2022-11-24 09:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.317
2022-11-24 09:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.956 s -0.576
2022-11-24 09:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.289 s -1.005
2022-11-24 09:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.139
2022-11-24 10:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s -0.466
2022-11-24 09:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.605 s -1.079
2022-11-24 09:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.923 s -0.510
2022-11-24 09:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.880
2022-11-24 09:55 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.778 s 0.460
2022-11-24 09:55 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.441 s -0.669
2022-11-24 09:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.717 s -0.294
2022-11-24 09:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.922 s -0.997
2022-11-24 09:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.136 s -0.526
2022-11-24 09:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.298 s -1.712
2022-11-24 10:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.889 s -0.581
2022-11-24 10:01 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s -0.621
2022-11-24 10:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s -0.753
2022-11-24 10:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.222 s -0.479
2022-11-24 10:01 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.258 s -1.497
2022-11-24 10:01 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.446 s 0.144
2022-11-24 10:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.324 s -0.629
2022-11-24 10:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s -0.179
2022-11-24 10:10 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-24 10:10 JavaScript toArray Vector uint16Array
2022-11-24 10:10 JavaScript get Vector booleans 0.002 s 0.545
2022-11-24 10:10 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.340
2022-11-24 10:10 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.912
2022-11-24 10:10 JavaScript get Vector int8Array 0.003 s 1.119
2022-11-24 10:10 JavaScript get Vector float32Array 0.002 s 0.633
2022-11-24 10:10 JavaScript toArray Vector uint32Array
2022-11-24 10:10 JavaScript toArray Vector int8Array
2022-11-24 10:10 JavaScript toArray Vector int32Array
2022-11-24 10:10 JavaScript get Vector numbers 0.002 s 0.590
2022-11-24 10:10 JavaScript Iterate Vector uint8Array 0.002 s 0.811
2022-11-24 10:10 JavaScript Iterate Vector int8Array 0.002 s 1.036
2022-11-24 10:10 JavaScript vectorFromArray dictionary 0.017 s 0.821
2022-11-24 10:10 JavaScript Iterate Vector float64Array 0.002 s 0.609
2022-11-24 10:10 JavaScript Iterate Vector booleans 0.004 s 1.278
2022-11-24 10:10 JavaScript Iterate Vector int64Array 0.004 s 0.630
2022-11-24 10:10 JavaScript Spread Vector uint16Array 0.006 s 0.216
2022-11-24 10:10 JavaScript Spread Vector uint64Array 0.012 s 0.578
2022-11-24 10:10 JavaScript Spread Vector int16Array 0.006 s 0.147
2022-11-24 10:10 JavaScript Iterate Vector numbers 0.002 s 0.559
2022-11-24 10:10 JavaScript Spread Vector uint8Array 0.007 s 0.064
2022-11-24 10:10 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.159
2022-11-24 10:10 JavaScript toArray Vector booleans 0.010 s 0.588
2022-11-24 10:10 JavaScript Spread Vector int8Array 0.006 s 0.119
2022-11-24 10:10 JavaScript Spread Vector int32Array 0.006 s 0.235
2022-11-24 10:10 JavaScript toArray Vector numbers
2022-11-24 10:10 JavaScript toArray Vector dictionary 0.010 s -0.248
2022-11-24 10:10 JavaScript toArray Vector int64Array
2022-11-24 10:10 JavaScript toArray Vector string 0.143 s 1.506
2022-11-24 10:10 JavaScript get Vector string 0.123 s 0.675
2022-11-24 10:10 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.201
2022-11-24 10:10 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.676
2022-11-24 10:10 JavaScript Table tracks, 1,000,000 0.284 s -0.343
2022-11-24 10:10 JavaScript Table tracks, 1,000,000 0.095 s 0.209
2022-11-24 10:10 JavaScript Iterate Vector uint32Array 0.002 s 0.769
2022-11-24 10:10 JavaScript Iterate Vector int32Array 0.002 s 0.654
2022-11-24 10:10 JavaScript Iterate Vector float32Array 0.002 s 0.822
2022-11-24 10:10 JavaScript Iterate Vector dictionary 0.004 s 0.841
2022-11-24 10:10 JavaScript Spread Vector numbers 0.008 s 0.246
2022-11-24 10:10 JavaScript toArray Vector float32Array
2022-11-24 10:10 JavaScript Iterate Vector uint64Array 0.004 s 0.598
2022-11-24 10:10 JavaScript Iterate Vector string 0.125 s 0.619
2022-11-24 10:10 JavaScript Spread Vector float64Array 0.008 s 0.274
2022-11-24 10:10 JavaScript Spread Vector booleans 0.010 s 0.639
2022-11-24 10:10 JavaScript Spread Vector string 0.143 s 1.458
2022-11-24 10:10 JavaScript toArray Vector float64Array
2022-11-24 10:10 JavaScript vectorFromArray numbers 0.016 s 0.465
2022-11-24 10:10 JavaScript Iterate Vector uint16Array 0.002 s 0.615
2022-11-24 10:10 JavaScript Iterate Vector int16Array 0.002 s 0.598
2022-11-24 10:10 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.189 s -0.179
2022-11-24 10:10 JavaScript vectorFromArray booleans 0.017 s 0.450
2022-11-24 10:10 JavaScript Spread Vector uint32Array 0.007 s 0.196
2022-11-24 10:10 JavaScript Spread Vector float32Array 0.008 s 0.295
2022-11-24 10:10 JavaScript Spread Vector dictionary 0.010 s 0.063
2022-11-24 10:10 JavaScript toArray Vector uint8Array
2022-11-24 10:10 JavaScript get Vector uint32Array 0.003 s 0.329
2022-11-24 10:10 JavaScript get Vector int32Array 0.003 s 0.132
2022-11-24 10:10 JavaScript Spread Vector int64Array 0.012 s -0.537
2022-11-24 10:10 JavaScript toArray Vector uint64Array
2022-11-24 10:10 JavaScript toArray Vector int16Array
2022-11-24 10:10 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.132
2022-11-24 10:10 JavaScript get Vector uint8Array 0.003 s 0.139
2022-11-24 10:10 JavaScript Parse read recordBatches, tracks 0.000 s -0.313
2022-11-24 10:10 JavaScript get Vector uint16Array 0.003 s -0.056
2022-11-24 10:10 JavaScript get Vector uint64Array 0.003 s 0.597
2022-11-24 10:10 JavaScript get Vector int16Array 0.003 s 0.152
2022-11-24 10:10 JavaScript get Vector int64Array 0.003 s 0.234
2022-11-24 10:10 JavaScript get Vector float64Array 0.002 s 0.636
2022-11-24 10:10 JavaScript get Vector dictionary 0.002 s -1.150
2022-11-24 10:10 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.225
2022-11-24 10:10 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -0.182
2022-11-24 10:10 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.049
2022-11-24 10:10 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.074
2022-11-24 10:10 JavaScript Table tracks, 1,000,000 0.050 s 0.188
2022-11-24 10:10 JavaScript Table 1,000,000, tracks 0.304 s -1.354
2022-11-24 10:10 JavaScript Parse write recordBatches, tracks 0.002 s -2.625
2022-11-24 10:10 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.052
2022-11-24 10:10 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -0.232
2022-11-24 10:10 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.177
2022-11-24 10:10 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -0.989
2022-11-24 10:10 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-24 10:10 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.113
2022-11-24 10:10 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.094
2022-11-24 10:10 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.188 s -0.037
2022-11-24 10:10 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.160
2022-11-24 10:10 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-24 10:10 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s