Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-14 16:51 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 13.833 s 2.424
2022-11-14 16:52 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.136 s -0.612
2022-11-14 16:53 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.576 s 2.053
2022-11-14 16:50 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.236 s 0.948
2022-11-14 16:52 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 13.868 s 2.234
2022-11-14 16:55 Python dataframe-to-table type_dict 0.011 s 0.443
2022-11-14 16:55 Python dataframe-to-table type_floats 0.011 s -0.358
2022-11-14 16:50 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.671 s 1.379
2022-11-14 17:15 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.101 s 0.923
2022-11-14 16:55 Python dataframe-to-table type_integers 0.011 s -2.429
2022-11-14 17:22 Python file-write lz4, feather, table, fanniemae_2016Q4 1.552 s 0.582
2022-11-14 16:55 Python dataframe-to-table type_strings 0.453 s -0.797
2022-11-14 16:56 Python dataset-filter nyctaxi_2010-01 1.011 s -0.225
2022-11-14 17:04 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 80.578 s 0.630
2022-11-14 17:15 Python dataset-read async=True, nyctaxi_multi_ipc_s3 223.542 s 0.146
2022-11-14 17:25 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.849 s -0.096
2022-11-14 17:36 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.847 s 0.342
2022-11-14 17:16 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.657 s -1.373
2022-11-14 17:17 Python file-read lz4, feather, table, fanniemae_2016Q4 0.833 s -1.069
2022-11-14 17:19 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.023 s 0.812
2022-11-14 17:20 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.353 s 0.785
2022-11-14 17:22 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.905 s -0.460
2022-11-14 16:56 Python dataframe-to-table type_nested 2.869 s -0.838
2022-11-14 17:23 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.876 s -0.385
2022-11-14 17:34 R dataframe-to-table type_strings, R 0.537 s 0.625
2022-11-14 17:36 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.900 s -0.496
2022-11-14 17:18 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.959 s 0.070
2022-11-14 17:20 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.725 s -0.042
2022-11-14 17:21 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.009 s 0.030
2022-11-14 17:24 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.531 s 1.021
2022-11-14 17:25 Python file-write lz4, feather, table, nyctaxi_2010-01 1.639 s 0.702
2022-11-14 17:25 Python wide-dataframe use_legacy_dataset=true 0.372 s 0.569
2022-11-14 16:52 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.422 s 0.622
2022-11-14 17:15 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.215 s 0.087
2022-11-14 17:16 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.304 s -0.105
2022-11-14 17:18 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.960 s -0.095
2022-11-14 17:35 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.578 s -0.843
2022-11-14 17:38 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.502 s 0.663
2022-11-14 17:34 R dataframe-to-table type_dict, R 0.034 s 4.393
2022-11-14 17:37 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.577 s 1.091
2022-11-14 17:40 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.076 s 0.861
2022-11-14 16:53 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.601 s 2.289
2022-11-14 17:00 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 81.966 s 0.238
2022-11-14 17:22 Python file-write uncompressed, feather, table, fanniemae_2016Q4 4.609 s 3.226
2022-11-14 17:36 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.896 s -0.438
2022-11-14 16:55 Python dataframe-to-table chi_traffic_2020_Q1 20.210 s 0.305
2022-11-14 17:17 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.507 s -0.621
2022-11-14 17:17 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.324 s 0.511
2022-11-14 17:18 Python file-read lz4, feather, table, nyctaxi_2010-01 0.684 s 0.718
2022-11-14 17:33 R dataframe-to-table chi_traffic_2020_Q1, R 4.289 s 0.283
2022-11-14 17:35 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.313 s 0.279
2022-11-14 17:36 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.591 s 0.706
2022-11-14 17:23 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.589 s 1.364
2022-11-14 17:35 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.324 s -0.776
2022-11-14 17:15 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.205 s -0.179
2022-11-14 17:16 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.040 s 0.207
2022-11-14 17:16 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.637 s -1.235
2022-11-14 17:17 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.371 s -0.470
2022-11-14 17:25 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.058 s 0.403
2022-11-14 17:34 R dataframe-to-table type_nested, R 0.571 s 0.994
2022-11-14 17:35 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.587 s -0.986
2022-11-14 17:35 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.565 s 1.164
2022-11-14 17:37 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.817 s 1.235
2022-11-14 17:18 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.941 s -0.714
2022-11-14 17:36 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.556 s -0.747
2022-11-14 17:18 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.917 s -0.045
2022-11-14 17:25 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.979 s -0.169
2022-11-14 17:35 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.350 s -1.543
2022-11-14 17:16 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.201 s -0.632
2022-11-14 17:34 R dataframe-to-table type_floats, R 0.013 s 0.604
2022-11-14 17:17 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.788 s -0.426
2022-11-14 17:18 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.940 s -1.498
2022-11-14 17:18 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.612 s -0.589
2022-11-14 17:25 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.444 s -0.116
2022-11-14 17:41 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.916 s 0.700
2022-11-14 17:16 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.049 s 0.149
2022-11-14 17:16 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.676 s -0.030
2022-11-14 17:17 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.512 s -0.437
2022-11-14 17:25 Python wide-dataframe use_legacy_dataset=false 0.506 s 0.884
2022-11-14 17:16 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.160 s -0.232
2022-11-14 17:16 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.173 s -1.836
2022-11-14 17:18 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.354 s 0.275
2022-11-14 17:34 R dataframe-to-table type_integers, R 0.010 s 0.533
2022-11-14 17:24 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.153 s 0.211
2022-11-14 17:37 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.894 s 2.093
2022-11-14 17:37 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.213 s 2.115
2022-11-14 17:36 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.553 s -0.952
2022-11-14 17:42 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.544 s 0.770
2022-11-14 17:43 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.954 s 0.011
2022-11-14 17:44 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.923 s 0.388
2022-11-14 17:45 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.491 s 0.341
2022-11-14 17:46 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.370 s 0.614
2022-11-14 17:47 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.983 s 0.963
2022-11-14 17:48 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.944 s 0.684
2022-11-14 17:49 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.713 s 0.910
2022-11-14 17:51 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.306 s 0.365
2022-11-14 17:51 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.886 s 0.766
2022-11-14 17:52 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.316 s -0.803
2022-11-14 17:53 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.469 s -0.030
2022-11-14 17:54 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.559 s -0.181
2022-11-14 17:54 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.258 s -3.682
2022-11-14 17:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.589 s -0.453
2022-11-14 17:54 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.554 s 0.174
2022-11-14 17:54 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.216 s -0.840
2022-11-14 17:54 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.581 s 0.293
2022-11-14 17:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s -0.378
2022-11-14 17:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.272 s -0.653
2022-11-14 17:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.577
2022-11-14 17:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s -0.206
2022-11-14 17:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s -0.358
2022-11-14 17:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.329 s 1.448
2022-11-14 17:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.855
2022-11-14 17:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.010 s -0.213
2022-11-14 17:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.723 s -0.328
2022-11-14 17:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s -0.269
2022-11-14 17:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.520 s -0.486
2022-11-14 17:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.283 s 1.078
2022-11-14 17:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.424 s 0.599
2022-11-14 17:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.650 s 1.143
2022-11-14 17:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s -0.312
2022-11-14 17:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.054 s -0.705
2022-11-14 17:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 0.990
2022-11-14 17:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 1.348
2022-11-14 17:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 1.123
2022-11-14 17:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.163
2022-11-14 17:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.581 s -0.016
2022-11-14 17:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.295 s 1.808
2022-11-14 17:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.916 s -0.270
2022-11-14 17:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 2.125
2022-11-14 17:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 1.287
2022-11-14 17:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 2.165
2022-11-14 18:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 0.640
2022-11-14 18:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.409
2022-11-14 18:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.327 s -0.238
2022-11-14 18:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 0.561
2022-11-14 18:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.904 s 0.018
2022-11-14 18:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.309 s 1.675
2022-11-14 18:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.636 s -0.170
2022-11-14 18:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.182 s -0.631
2022-11-14 18:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.103
2022-11-14 18:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s 0.486
2022-11-14 18:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.254 s 1.758
2022-11-14 18:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 1.272
2022-11-14 18:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.083
2022-11-14 18:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.630 s 0.258
2022-11-14 18:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.174
2022-11-14 18:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.784 s -1.227
2022-11-14 18:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s -0.312
2022-11-14 18:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.508 s -0.636
2022-11-14 18:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.364 s 0.286
2022-11-14 18:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.192
2022-11-14 18:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s 0.056
2022-11-14 18:04 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.292 s -0.612
2022-11-14 18:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.514
2022-11-14 18:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 0.443
2022-11-14 18:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.280 s 0.871
2022-11-14 18:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.338 s 0.675
2022-11-14 18:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.652 s -0.180
2022-11-14 18:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.769 s 0.216
2022-11-14 18:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.323 s 1.446
2022-11-14 18:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.592 s -0.199
2022-11-14 18:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.329 s 1.554
2022-11-14 18:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.383 s 0.695
2022-11-14 18:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s 0.130
2022-11-14 18:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 1.306
2022-11-14 18:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.710 s -0.493
2022-11-14 18:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.524 s 0.808
2022-11-14 18:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.210 s 0.587
2022-11-14 18:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.301
2022-11-14 18:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.647 s 0.108
2022-11-14 18:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.896 s 0.324
2022-11-14 18:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.361
2022-11-14 18:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.885 s 0.391
2022-11-14 18:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.382 s -0.386
2022-11-14 18:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.220 s 0.540
2022-11-14 18:43 JavaScript get Vector string 0.122 s 1.557
2022-11-14 18:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 1.252
2022-11-14 18:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.856 s 1.122
2022-11-14 18:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.587 s -0.581
2022-11-14 18:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.827 s -1.300
2022-11-14 18:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.818
2022-11-14 18:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.351
2022-11-14 18:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.411 s -0.353
2022-11-14 18:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.357 s -0.786
2022-11-14 18:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 1.147
2022-11-14 18:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 1.227
2022-11-14 18:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.203 s 1.972
2022-11-14 18:07 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.603 s 1.374
2022-11-14 18:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.290 s 1.290
2022-11-14 18:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.186 s -0.339
2022-11-14 18:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s -0.048
2022-11-14 18:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.254 s 0.581
2022-11-14 18:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.623
2022-11-14 18:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.765 s -0.055
2022-11-14 18:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s 0.707
2022-11-14 18:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.280 s -0.976
2022-11-14 18:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.474 s 1.302
2022-11-14 18:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.055 s 0.043
2022-11-14 18:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.723 s -1.303
2022-11-14 18:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.433 s 1.314
2022-11-14 18:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.297 s 0.687
2022-11-14 18:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.199 s 0.803
2022-11-14 18:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.146
2022-11-14 18:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.364 s 0.945
2022-11-14 18:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.967 s -0.618
2022-11-14 18:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 1.443
2022-11-14 18:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.334 s -0.514
2022-11-14 18:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.600 s -0.184
2022-11-14 18:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.321 s 1.124
2022-11-14 18:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.916 s -0.001
2022-11-14 18:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.217 s -0.978
2022-11-14 18:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.706 s -0.018
2022-11-14 18:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.510
2022-11-14 18:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.318 s -0.893
2022-11-14 18:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.954
2022-11-14 18:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.865 s -0.502
2022-11-14 18:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.599 s 1.122
2022-11-14 18:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.383
2022-11-14 18:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.946 s 0.709
2022-11-14 18:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 1.595
2022-11-14 18:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s -0.071
2022-11-14 18:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.449
2022-11-14 18:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.289 s 1.634
2022-11-14 18:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.154 s -0.771
2022-11-14 18:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.533 s -2.508
2022-11-14 18:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.306 s -1.864
2022-11-14 18:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.433 s -0.807
2022-11-14 18:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.712 s -0.109
2022-11-14 18:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 0.886
2022-11-14 18:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.417
2022-11-14 18:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.142 s 0.038
2022-11-14 18:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.467 s 0.043
2022-11-14 18:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.530
2022-11-14 18:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.536 s 0.110
2022-11-14 18:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.256 s 1.624
2022-11-14 18:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.265 s 1.433
2022-11-14 18:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.325 s 0.637
2022-11-14 18:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s -0.450
2022-11-14 18:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.320 s 1.869
2022-11-14 18:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.214 s 1.078
2022-11-14 18:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.737 s -0.374
2022-11-14 18:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.404 s 0.529
2022-11-14 18:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.247 s -0.517
2022-11-14 18:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.870 s -1.123
2022-11-14 18:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.325 s -1.067
2022-11-14 18:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -0.106
2022-11-14 18:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.308 s -0.982
2022-11-14 18:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s -0.556
2022-11-14 18:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.144 s -0.980
2022-11-14 18:43 JavaScript Spread Vector float32Array 0.008 s 0.639
2022-11-14 18:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.809 s -1.328
2022-11-14 18:28 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.899 s -0.579
2022-11-14 18:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.258 s -2.667
2022-11-14 18:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.455
2022-11-14 18:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.470 s 0.551
2022-11-14 18:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 1.107
2022-11-14 18:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.583 s -0.688
2022-11-14 18:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.574 s -0.230
2022-11-14 18:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.188 s 1.252
2022-11-14 18:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.282 s -0.437
2022-11-14 18:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.318 s -0.753
2022-11-14 18:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.425 s -0.431
2022-11-14 18:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 1.053
2022-11-14 18:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.529 s -1.006
2022-11-14 18:43 JavaScript vectorFromArray booleans 0.018 s -0.011
2022-11-14 18:43 JavaScript Iterate Vector numbers 0.002 s 0.785
2022-11-14 18:43 JavaScript toArray Vector dictionary 0.010 s -0.284
2022-11-14 18:43 JavaScript get Vector float32Array 0.002 s 0.133
2022-11-14 18:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.049 s 0.076
2022-11-14 18:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.373
2022-11-14 18:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.255 s 1.307
2022-11-14 18:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 0.243
2022-11-14 18:43 JavaScript get Vector numbers 0.002 s 0.111
2022-11-14 18:43 JavaScript Parse read recordBatches, tracks 0.000 s 0.212
2022-11-14 18:43 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.703
2022-11-14 18:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.416 s 0.080
2022-11-14 18:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.923 s -1.512
2022-11-14 18:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.147
2022-11-14 18:43 JavaScript vectorFromArray numbers 0.016 s 0.089
2022-11-14 18:43 JavaScript Iterate Vector string 0.124 s 1.716
2022-11-14 18:43 JavaScript Spread Vector uint64Array 0.012 s -0.874
2022-11-14 18:43 JavaScript Spread Vector int16Array 0.006 s 0.579
2022-11-14 18:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.189 s 1.518
2022-11-14 18:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.035
2022-11-14 18:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.546
2022-11-14 18:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.435 s 0.536
2022-11-14 18:43 JavaScript Iterate Vector uint64Array 0.004 s 0.508
2022-11-14 18:43 JavaScript toArray Vector uint16Array
2022-11-14 18:43 JavaScript get Vector uint64Array 0.003 s 0.297
2022-11-14 18:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.286 s 1.705
2022-11-14 18:43 JavaScript Iterate Vector float32Array 0.002 s 0.841
2022-11-14 18:43 JavaScript Iterate Vector dictionary 0.004 s -2.784
2022-11-14 18:43 JavaScript Spread Vector uint8Array 0.006 s 0.638
2022-11-14 18:43 JavaScript toArray Vector numbers
2022-11-14 18:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.952 s -0.871
2022-11-14 18:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.778 s 0.118
2022-11-14 18:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.319 s -0.777
2022-11-14 18:43 JavaScript Spread Vector uint32Array 0.007 s -0.066
2022-11-14 18:43 JavaScript Spread Vector int32Array 0.006 s 0.309
2022-11-14 18:43 JavaScript Spread Vector numbers 0.008 s 0.325
2022-11-14 18:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.446 s -0.366
2022-11-14 18:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -0.010
2022-11-14 18:43 JavaScript Iterate Vector uint8Array 0.002 s -0.146
2022-11-14 18:43 JavaScript toArray Vector float32Array
2022-11-14 18:43 JavaScript get Vector uint8Array 0.003 s 1.426
2022-11-14 18:43 JavaScript get Vector uint32Array 0.003 s 1.049
2022-11-14 18:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.970 s -0.902
2022-11-14 18:43 JavaScript Iterate Vector uint32Array 0.002 s 0.398
2022-11-14 18:43 JavaScript Iterate Vector int8Array 0.002 s 0.288
2022-11-14 18:43 JavaScript Iterate Vector int32Array 0.002 s 0.199
2022-11-14 18:43 JavaScript Spread Vector int8Array 0.006 s 0.200
2022-11-14 18:43 JavaScript vectorFromArray dictionary 0.017 s 0.419
2022-11-14 18:43 JavaScript Iterate Vector uint16Array 0.002 s -0.158
2022-11-14 18:43 JavaScript toArray Vector booleans 0.010 s 0.726
2022-11-14 18:43 JavaScript get Vector int16Array 0.003 s 1.044
2022-11-14 18:43 JavaScript get Vector int64Array 0.003 s 0.410
2022-11-14 18:43 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.618
2022-11-14 18:43 JavaScript Iterate Vector int16Array 0.002 s 0.546
2022-11-14 18:43 JavaScript Iterate Vector int64Array 0.004 s 0.129
2022-11-14 18:43 JavaScript toArray Vector string 0.150 s -2.498
2022-11-14 18:43 JavaScript get Vector uint16Array 0.003 s 1.010
2022-11-14 18:43 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.217
2022-11-14 18:43 JavaScript Iterate Vector float64Array 0.002 s 0.808
2022-11-14 18:43 JavaScript Iterate Vector booleans 0.004 s 0.169
2022-11-14 18:43 JavaScript Spread Vector uint16Array 0.006 s 0.664
2022-11-14 18:43 JavaScript Spread Vector int64Array 0.012 s 0.167
2022-11-14 18:43 JavaScript Spread Vector booleans 0.010 s -0.093
2022-11-14 18:43 JavaScript toArray Vector uint64Array
2022-11-14 18:43 JavaScript Spread Vector float64Array 0.008 s 0.407
2022-11-14 18:43 JavaScript Spread Vector string 0.149 s -1.878
2022-11-14 18:43 JavaScript toArray Vector int64Array
2022-11-14 18:43 JavaScript get Vector booleans 0.002 s -0.289
2022-11-14 18:43 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.314
2022-11-14 18:43 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.714
2022-11-14 18:43 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.396
2022-11-14 18:43 JavaScript Spread Vector dictionary 0.010 s -0.359
2022-11-14 18:43 JavaScript get Vector int32Array 0.003 s 0.737
2022-11-14 18:43 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.440
2022-11-14 18:43 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-14 18:43 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-14 18:43 JavaScript toArray Vector uint8Array
2022-11-14 18:43 JavaScript toArray Vector uint32Array
2022-11-14 18:43 JavaScript toArray Vector int8Array
2022-11-14 18:43 JavaScript toArray Vector int32Array
2022-11-14 18:43 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.191 s -1.297
2022-11-14 18:43 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.138
2022-11-14 18:43 JavaScript toArray Vector int16Array
2022-11-14 18:43 JavaScript toArray Vector float64Array
2022-11-14 18:43 JavaScript get Vector int8Array 0.003 s 1.312
2022-11-14 18:43 JavaScript get Vector dictionary 0.002 s 1.131
2022-11-14 18:43 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.112
2022-11-14 18:43 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.033
2022-11-14 18:43 JavaScript Table tracks, 1,000,000 0.050 s 0.084
2022-11-14 18:43 JavaScript Table 1,000,000, tracks 0.317 s -2.015
2022-11-14 18:43 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.077
2022-11-14 18:43 JavaScript get Vector float64Array 0.002 s 0.103
2022-11-14 18:43 JavaScript Parse write recordBatches, tracks 0.002 s -0.167
2022-11-14 18:43 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.523
2022-11-14 18:43 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-14 18:43 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.692
2022-11-14 18:43 JavaScript Table tracks, 1,000,000 0.262 s 0.502
2022-11-14 18:43 JavaScript Table tracks, 1,000,000 0.094 s 0.794
2022-11-14 18:43 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.132
2022-11-14 18:43 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.277
2022-11-14 18:43 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -1.277
2022-11-14 18:43 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-14 18:43 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.188 s -0.044
2022-11-14 18:43 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.033 s -2.954