Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 21:34 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.127 s 0.249
2022-11-15 21:42 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 89.907 s -0.782
2022-11-15 21:32 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.678 s 0.394
2022-11-15 21:37 Python dataset-filter nyctaxi_2010-01 1.006 s -0.028
2022-11-15 21:37 Python dataframe-to-table type_dict 0.011 s 0.352
2022-11-15 21:37 Python dataframe-to-table chi_traffic_2020_Q1 20.204 s 0.174
2022-11-15 21:34 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.581 s 1.702
2022-11-15 21:37 Python dataframe-to-table type_strings 0.450 s -0.279
2022-11-15 21:32 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.265 s -1.082
2022-11-15 21:37 Python dataframe-to-table type_integers 0.010 s -1.218
2022-11-15 21:35 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.525 s 1.652
2022-11-15 21:37 Python dataframe-to-table type_nested 2.881 s -1.279
2022-11-15 21:34 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.422 s 0.609
2022-11-15 21:37 Python dataframe-to-table type_floats 0.011 s -0.239
2022-11-15 21:33 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 13.936 s 1.462
2022-11-15 21:33 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 13.912 s 1.456
2022-11-15 21:46 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 82.023 s 0.194
2022-11-15 21:59 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.943 s -1.509
2022-11-15 21:59 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.970 s -0.511
2022-11-15 22:00 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.406 s -2.150
2022-11-15 22:04 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.909 s -0.396
2022-11-15 21:57 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.182 s 0.156
2022-11-15 21:58 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.165 s -0.615
2022-11-15 21:57 Python dataset-read async=True, nyctaxi_multi_ipc_s3 213.239 s 0.880
2022-11-15 21:57 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.201 s 0.354
2022-11-15 21:58 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.507 s -0.410
2022-11-15 22:01 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.727 s -0.088
2022-11-15 21:57 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.300 s -0.011
2022-11-15 21:57 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.193 s 0.430
2022-11-15 21:58 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.196 s 0.079
2022-11-15 22:00 Python file-read lz4, feather, table, nyctaxi_2010-01 0.686 s 0.252
2022-11-15 22:04 Python file-write lz4, feather, table, fanniemae_2016Q4 1.558 s -0.076
2022-11-15 21:58 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.649 s -0.860
2022-11-15 21:58 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.320 s 0.968
2022-11-15 21:59 Python file-read lz4, feather, table, fanniemae_2016Q4 0.834 s -1.173
2022-11-15 21:59 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.974 s -0.734
2022-11-15 22:03 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.032 s -0.101
2022-11-15 21:59 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.376 s -0.402
2022-11-15 22:00 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.604 s 0.165
2022-11-15 22:02 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.353 s 0.605
2022-11-15 21:57 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.005 s 0.398
2022-11-15 21:57 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.677 s -0.043
2022-11-15 21:57 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.058 s 0.062
2022-11-15 21:59 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.935 s 0.295
2022-11-15 22:18 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.893 s -0.185
2022-11-15 21:58 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.632 s -0.796
2022-11-15 21:59 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.781 s 0.050
2022-11-15 21:59 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.931 s -0.846
2022-11-15 21:58 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.124 s 0.280
2022-11-15 22:05 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.595 s 0.925
2022-11-15 21:58 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.511 s -0.217
2022-11-15 22:03 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.016 s -0.034
2022-11-15 22:07 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.434 s 0.113
2022-11-15 22:00 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.034 s 0.556
2022-11-15 22:05 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.154 s 0.143
2022-11-15 22:05 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.885 s -0.346
2022-11-15 22:06 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.972 s 0.213
2022-11-15 22:06 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.527 s 0.841
2022-11-15 22:07 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.858 s -0.182
2022-11-15 22:06 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.060 s 0.325
2022-11-15 22:07 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.481
2022-11-15 22:07 Python file-write lz4, feather, table, nyctaxi_2010-01 1.638 s 0.596
2022-11-15 22:07 Python wide-dataframe use_legacy_dataset=false 0.507 s 0.740
2022-11-15 22:15 R dataframe-to-table chi_traffic_2020_Q1, R 4.330 s -0.161
2022-11-15 22:15 R dataframe-to-table type_strings, R 0.536 s 0.986
2022-11-15 22:16 R dataframe-to-table type_integers, R 0.010 s 0.507
2022-11-15 22:16 R dataframe-to-table type_nested, R 0.571 s 1.080
2022-11-15 22:15 R dataframe-to-table type_dict, R 0.059 s 0.153
2022-11-15 22:16 R dataframe-to-table type_floats, R 0.013 s 1.094
2022-11-15 22:16 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.339 s -1.219
2022-11-15 22:17 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.567 s 0.497
2022-11-15 22:16 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.580 s -0.731
2022-11-15 22:17 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.603 s -1.019
2022-11-15 22:17 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.337 s -1.495
2022-11-15 22:17 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.581 s -1.206
2022-11-15 22:17 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.311 s 1.104
2022-11-15 22:17 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.856 s -0.868
2022-11-15 22:18 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.549 s -0.555
2022-11-15 22:18 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.554 s -0.610
2022-11-15 22:18 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.898 s -0.278
2022-11-15 22:18 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s 0.144
2022-11-15 22:20 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.490 s 0.552
2022-11-15 22:18 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.579 s 0.569
2022-11-15 22:18 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.820 s 0.099
2022-11-15 22:33 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.305 s 0.912
2022-11-15 22:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.701 s -0.098
2022-11-15 22:27 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.490 s 0.940
2022-11-15 22:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s -0.170
2022-11-15 22:24 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.577 s 0.387
2022-11-15 22:26 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.969 s -0.602
2022-11-15 22:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.836
2022-11-15 22:21 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.148 s 0.255
2022-11-15 22:19 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.892 s 2.355
2022-11-15 22:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.584 s -0.394
2022-11-15 22:25 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.954 s -0.003
2022-11-15 22:36 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.565 s -0.721
2022-11-15 22:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s -0.269
2022-11-15 22:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.053 s -0.683
2022-11-15 22:28 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.397 s 0.206
2022-11-15 22:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.334
2022-11-15 22:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.587 s -0.467
2022-11-15 22:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s -0.268
2022-11-15 22:31 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.724 s 1.057
2022-11-15 22:34 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.319 s -1.067
2022-11-15 22:36 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.537 s 2.272
2022-11-15 22:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.930 s -1.635
2022-11-15 22:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 1.157
2022-11-15 22:32 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.909 s 0.659
2022-11-15 22:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.911 s -1.070
2022-11-15 22:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.173 s 0.737
2022-11-15 22:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.282 s 0.474
2022-11-15 22:22 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.914 s 0.526
2022-11-15 22:29 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.994 s 1.061
2022-11-15 22:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.411
2022-11-15 22:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.597
2022-11-15 22:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.283 s 0.915
2022-11-15 22:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.764
2022-11-15 22:30 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.953 s 0.567
2022-11-15 22:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.165 s -5.085
2022-11-15 22:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.155 s 0.912
2022-11-15 22:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.893
2022-11-15 22:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.817
2022-11-15 22:35 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.467 s 0.565
2022-11-15 22:36 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.244 s 0.726
2022-11-15 22:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.636 s -0.261
2022-11-15 22:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s 1.100
2022-11-15 22:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.342 s 0.397
2022-11-15 22:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.905 s -1.805
2022-11-15 22:35 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.229 s -1.292
2022-11-15 22:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.010 s -1.016
2022-11-15 22:36 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.578 s 0.423
2022-11-15 22:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.653 s 0.318
2022-11-15 22:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.963
2022-11-15 22:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.917
2022-11-15 22:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.428 s -0.150
2022-11-15 22:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 0.325
2022-11-15 22:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.229 s 0.459
2022-11-15 22:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.714
2022-11-15 22:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 1.204
2022-11-15 22:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.406
2022-11-15 22:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.311 s 1.035
2022-11-15 22:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.359 s 1.133
2022-11-15 22:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.943 s 1.299
2022-11-15 22:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.321 s 0.325
2022-11-15 22:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.922 s -0.464
2022-11-15 22:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.524 s -1.317
2022-11-15 23:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.252 s 0.691
2022-11-15 23:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.248 s -0.653
2022-11-15 22:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s -0.182
2022-11-15 22:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.327 s -0.583
2022-11-15 22:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.367 s -0.440
2022-11-15 22:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.038
2022-11-15 22:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.356 s -0.534
2022-11-15 23:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.664
2022-11-15 22:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.125
2022-11-15 22:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.765 s -0.195
2022-11-15 22:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s -0.571
2022-11-15 22:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.868 s -0.797
2022-11-15 22:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -0.285
2022-11-15 23:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.213 s 1.435
2022-11-15 23:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.825
2022-11-15 22:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s 0.010
2022-11-15 22:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.496 s -0.135
2022-11-15 22:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.347 s -0.133
2022-11-15 22:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.675 s 0.246
2022-11-15 22:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.605 s -0.383
2022-11-15 22:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.262
2022-11-15 22:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.330 s 0.861
2022-11-15 22:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.278 s 1.198
2022-11-15 22:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.792
2022-11-15 22:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 1.324
2022-11-15 22:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.253 s 0.678
2022-11-15 23:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.608 s -1.366
2022-11-15 22:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.420 s -0.322
2022-11-15 22:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.300 s -1.112
2022-11-15 22:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.630 s 0.128
2022-11-15 22:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s -0.671
2022-11-15 22:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s 0.581
2022-11-15 22:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.248 s 0.450
2022-11-15 22:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 1.087
2022-11-15 22:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 1.263
2022-11-15 22:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.435 s 0.714
2022-11-15 22:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.716 s -0.079
2022-11-15 22:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.393
2022-11-15 22:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.300 s -0.849
2022-11-15 22:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.707 s -0.007
2022-11-15 22:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.972
2022-11-15 22:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 1.764
2022-11-15 22:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.167 s 0.120
2022-11-15 23:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.188 s 0.903
2022-11-15 23:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.126
2022-11-15 23:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.937 s 0.775
2022-11-15 22:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.167 s 0.345
2022-11-15 22:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 1.181
2022-11-15 23:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.518 s 1.437
2022-11-15 23:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.884 s 0.305
2022-11-15 22:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.315
2022-11-15 22:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.504 s -0.175
2022-11-15 22:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.077
2022-11-15 22:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.655 s -0.414
2022-11-15 22:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.733 s -0.311
2022-11-15 22:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.651 s -0.479
2022-11-15 22:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.525 s 0.397
2022-11-15 22:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.200 s 1.457
2022-11-15 23:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.298 s 0.144
2022-11-15 22:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.337 s 1.061
2022-11-15 22:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.277 s 0.363
2022-11-15 23:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.286 s 1.289
2022-11-15 22:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.774 s -0.499
2022-11-15 22:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.469 s -0.625
2022-11-15 23:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s 0.418
2022-11-15 22:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.367 s -0.257
2022-11-15 22:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.131 s -0.500
2022-11-15 22:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.329 s -0.664
2022-11-15 23:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.279 s 1.038
2022-11-15 23:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.315 s 0.170
2022-11-15 23:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.535 s 0.302
2022-11-15 23:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.432 s -0.436
2022-11-15 22:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 1.061
2022-11-15 22:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s 1.085
2022-11-15 22:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 1.018
2022-11-15 22:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 1.214
2022-11-15 23:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.214 s 0.604
2022-11-15 23:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.864 s -0.310
2022-11-15 22:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.200 s 0.465
2022-11-15 22:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.294 s -0.122
2022-11-15 22:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.522 s -0.553
2022-11-15 22:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.288 s 0.252
2022-11-15 23:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.313
2022-11-15 23:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.487 s 0.558
2022-11-15 23:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.427 s -0.377
2022-11-15 22:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.864 s 0.065
2022-11-15 22:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.145 s 0.042
2022-11-15 22:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.350 s -1.072
2022-11-15 22:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.725
2022-11-15 23:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.318 s 1.625
2022-11-15 23:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.048 s 0.199
2022-11-15 23:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s 0.920
2022-11-15 23:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.418
2022-11-15 22:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.582 s 1.034
2022-11-15 22:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.750
2022-11-15 23:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.579 s -0.191
2022-11-15 23:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.581 s -0.322
2022-11-15 23:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.411 s 0.090
2022-11-15 22:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s 0.263
2022-11-15 22:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.762 s -0.420
2022-11-15 23:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.079 s -0.621
2022-11-15 22:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.299
2022-11-15 23:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.680 s 0.122
2022-11-15 23:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.257 s 0.758
2022-11-15 22:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.822 s 0.210
2022-11-15 22:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.109
2022-11-15 23:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.602 s 0.478
2022-11-15 22:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.426 s 0.089
2022-11-15 22:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.761
2022-11-15 23:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.189 s 1.052
2022-11-15 23:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.402 s 1.004
2022-11-15 23:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.261 s -0.237
2022-11-15 23:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.210 s 0.681
2022-11-15 23:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.255 s 1.374
2022-11-15 23:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.491
2022-11-15 23:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.721 s -1.231
2022-11-15 23:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.315 s 0.754
2022-11-15 23:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.943 s 0.342
2022-11-15 23:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.367 s -0.067
2022-11-15 23:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.880 s -0.111
2022-11-15 23:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s -0.378
2022-11-15 23:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.305 s -0.261
2022-11-15 23:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.785 s -1.187
2022-11-15 23:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.147 s -1.147
2022-11-15 23:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.916 s -1.012
2022-11-15 23:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.254 s -1.875
2022-11-15 23:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.600
2022-11-15 23:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.444 s 0.512
2022-11-15 23:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.393
2022-11-15 23:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.744 s 0.026
2022-11-15 23:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.371
2022-11-15 23:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.220 s 0.881
2022-11-15 23:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.594
2022-11-15 23:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.828
2022-11-15 23:24 JavaScript Spread Vector uint64Array 0.012 s -0.141
2022-11-15 23:24 JavaScript Spread Vector string 0.144 s 0.824
2022-11-15 23:24 JavaScript Iterate Vector uint32Array 0.002 s -2.192
2022-11-15 23:24 JavaScript Iterate Vector int8Array 0.002 s -2.373
2022-11-15 23:24 JavaScript Spread Vector int16Array 0.007 s -0.066
2022-11-15 23:24 JavaScript Spread Vector int64Array 0.012 s -0.458
2022-11-15 23:24 JavaScript Spread Vector float64Array 0.008 s 0.182
2022-11-15 23:24 JavaScript toArray Vector int64Array
2022-11-15 23:25 JavaScript Table tracks, 1,000,000 0.050 s -0.066
2022-11-15 23:24 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.477
2022-11-15 23:24 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.131
2022-11-15 23:24 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-15 23:24 JavaScript Spread Vector booleans 0.010 s 1.008
2022-11-15 23:24 JavaScript toArray Vector int16Array
2022-11-15 23:24 JavaScript toArray Vector string 0.145 s 0.496
2022-11-15 23:24 JavaScript Iterate Vector float32Array 0.002 s -3.409
2022-11-15 23:24 JavaScript toArray Vector uint8Array
2022-11-15 23:24 JavaScript toArray Vector uint32Array
2022-11-15 23:24 JavaScript vectorFromArray numbers 0.017 s -1.115
2022-11-15 23:24 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.127
2022-11-15 23:24 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-15 23:24 JavaScript Spread Vector uint8Array 0.006 s 0.354
2022-11-15 23:24 JavaScript Spread Vector uint32Array 0.007 s 0.076
2022-11-15 23:24 JavaScript Spread Vector int8Array 0.006 s 0.217
2022-11-15 23:24 JavaScript Spread Vector numbers 0.008 s 0.109
2022-11-15 23:24 JavaScript Spread Vector dictionary 0.010 s 1.081
2022-11-15 23:24 JavaScript vectorFromArray dictionary 0.018 s -1.697
2022-11-15 23:24 JavaScript Iterate Vector uint16Array 0.002 s -3.483
2022-11-15 23:24 JavaScript Iterate Vector uint64Array 0.004 s 0.626
2022-11-15 23:24 JavaScript toArray Vector uint16Array
2022-11-15 23:24 JavaScript vectorFromArray booleans 0.018 s -0.854
2022-11-15 23:24 JavaScript toArray Vector uint64Array
2022-11-15 23:24 JavaScript get Vector int32Array 0.003 s -0.793
2022-11-15 23:24 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.401
2022-11-15 23:24 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.325
2022-11-15 23:24 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.191 s -0.693
2022-11-15 23:25 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.188
2022-11-15 23:24 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.480
2022-11-15 23:25 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.175
2022-11-15 23:24 JavaScript Iterate Vector uint8Array 0.002 s -2.294
2022-11-15 23:24 JavaScript Iterate Vector dictionary 0.004 s 0.612
2022-11-15 23:24 JavaScript Spread Vector int32Array 0.006 s 0.162
2022-11-15 23:24 JavaScript Spread Vector float32Array 0.008 s 0.268
2022-11-15 23:24 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 23:25 JavaScript Table 1,000,000, tracks 0.314 s -1.911
2022-11-15 23:24 JavaScript Iterate Vector int16Array 0.002 s -3.664
2022-11-15 23:24 JavaScript Iterate Vector int64Array 0.004 s 0.475
2022-11-15 23:24 JavaScript Iterate Vector float64Array 0.002 s -2.292
2022-11-15 23:24 JavaScript Iterate Vector booleans 0.004 s 0.551
2022-11-15 23:24 JavaScript Iterate Vector string 0.127 s -0.012
2022-11-15 23:24 JavaScript Spread Vector uint16Array 0.007 s 0.005
2022-11-15 23:24 JavaScript Iterate Vector int32Array 0.002 s -3.476
2022-11-15 23:24 JavaScript Iterate Vector numbers 0.002 s -2.431
2022-11-15 23:24 JavaScript toArray Vector int8Array
2022-11-15 23:24 JavaScript toArray Vector int32Array
2022-11-15 23:24 JavaScript toArray Vector float32Array
2022-11-15 23:24 JavaScript toArray Vector numbers
2022-11-15 23:24 JavaScript toArray Vector float64Array
2022-11-15 23:24 JavaScript toArray Vector booleans 0.010 s 0.719
2022-11-15 23:24 JavaScript get Vector uint16Array 0.003 s -0.837
2022-11-15 23:24 JavaScript get Vector uint64Array 0.003 s -0.973
2022-11-15 23:24 JavaScript get Vector int16Array 0.003 s -0.322
2022-11-15 23:24 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.805
2022-11-15 23:24 JavaScript toArray Vector dictionary 0.010 s 0.031
2022-11-15 23:24 JavaScript get Vector uint8Array 0.003 s -1.498
2022-11-15 23:24 JavaScript get Vector uint32Array 0.003 s -1.703
2022-11-15 23:24 JavaScript get Vector int8Array 0.003 s -0.417
2022-11-15 23:24 JavaScript get Vector float32Array 0.002 s -0.105
2022-11-15 23:24 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.284
2022-11-15 23:24 JavaScript get Vector int64Array 0.003 s -0.161
2022-11-15 23:24 JavaScript get Vector float64Array 0.002 s 0.143
2022-11-15 23:24 JavaScript get Vector booleans 0.002 s 0.329
2022-11-15 23:24 JavaScript get Vector string 0.124 s 0.495
2022-11-15 23:24 JavaScript Parse write recordBatches, tracks 0.002 s -1.046
2022-11-15 23:24 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.327
2022-11-15 23:24 JavaScript get Vector numbers 0.002 s 0.168
2022-11-15 23:24 JavaScript get Vector dictionary 0.002 s 0.222
2022-11-15 23:24 JavaScript Parse read recordBatches, tracks 0.000 s 1.215
2022-11-15 23:24 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.315
2022-11-15 23:24 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.793
2022-11-15 23:25 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -1.311
2022-11-15 23:24 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -1.761
2022-11-15 23:24 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 23:24 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.186 s 0.741
2022-11-15 23:25 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -1.694
2022-11-15 23:25 JavaScript Table tracks, 1,000,000 0.256 s 0.842
2022-11-15 23:25 JavaScript Table tracks, 1,000,000 0.095 s 0.036
2022-11-15 23:25 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.218