Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 23:42 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.011 s 0.991
2022-11-16 23:43 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.124 s 0.540
2022-11-16 23:47 Python dataset-filter nyctaxi_2010-01 1.008 s -0.004
2022-11-16 23:41 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.679 s 0.185
2022-11-16 23:46 Python dataframe-to-table type_dict 0.011 s 0.940
2022-11-16 23:41 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.266 s -1.202
2022-11-16 23:44 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.792 s 0.445
2022-11-16 23:46 Python dataframe-to-table type_floats 0.011 s -0.119
2022-11-16 23:47 Python dataframe-to-table type_nested 2.930 s -1.781
2022-11-16 23:46 Python dataframe-to-table type_integers 0.010 s 0.710
2022-11-16 23:43 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.423 s 0.402
2022-11-16 23:44 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.844 s 0.503
2022-11-16 23:46 Python dataframe-to-table chi_traffic_2020_Q1 20.576 s -1.561
2022-11-16 23:46 Python dataframe-to-table type_strings 0.452 s -0.622
2022-11-16 23:43 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.118 s 0.544
2022-11-16 23:51 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 90.130 s -0.704
2022-11-16 23:55 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 80.828 s 0.583
2022-11-17 00:08 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.163 s -0.197
2022-11-17 00:09 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.965 s 0.051
2022-11-17 00:09 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.338 s -1.165
2022-11-17 00:10 Python file-read lz4, feather, table, nyctaxi_2010-01 0.680 s 1.490
2022-11-17 00:08 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.648 s -0.986
2022-11-17 00:10 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.548 s 2.963
2022-11-17 00:12 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.586 s 0.171
2022-11-17 00:16 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.518 s 0.865
2022-11-17 00:08 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.663 s -1.012
2022-11-17 00:09 Python file-read lz4, feather, table, fanniemae_2016Q4 0.827 s -0.255
2022-11-17 00:17 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.394 s 0.632
2022-11-17 00:07 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.056 s 0.100
2022-11-17 00:15 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.695 s 0.269
2022-11-17 00:26 R dataframe-to-table type_floats, R 0.013 s 1.024
2022-11-17 00:16 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.010 s 0.810
2022-11-17 00:17 Python wide-dataframe use_legacy_dataset=false 0.510 s 0.495
2022-11-17 00:28 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.549 s -0.324
2022-11-17 00:38 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.413 s -0.322
2022-11-17 00:41 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.989 s -0.493
2022-11-17 00:17 Python file-write lz4, feather, table, nyctaxi_2010-01 1.833 s -1.490
2022-11-17 00:07 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.240 s -0.186
2022-11-17 00:13 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.231 s -1.595
2022-11-17 00:28 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.603 s -0.804
2022-11-17 00:43 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.306 s 0.392
2022-11-17 00:07 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.168 s 0.583
2022-11-17 00:10 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.929 s 1.116
2022-11-17 00:27 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.330 s -0.614
2022-11-17 00:28 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.858 s -1.071
2022-11-17 00:29 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.900 s 0.929
2022-11-17 00:07 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.165 s 0.420
2022-11-17 00:07 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.293 s 0.130
2022-11-17 00:08 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.054 s 0.095
2022-11-17 00:08 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.120 s 0.545
2022-11-17 00:17 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.797 s 0.621
2022-11-17 00:28 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.569 s -0.651
2022-11-17 00:07 Python dataset-read async=True, nyctaxi_multi_ipc_s3 229.181 s -0.183
2022-11-17 00:08 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.513 s -0.357
2022-11-17 00:09 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.923 s -0.157
2022-11-17 00:14 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.691 s 0.324
2022-11-17 00:15 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.088 s 0.808
2022-11-17 00:26 R dataframe-to-table chi_traffic_2020_Q1, R 4.349 s -0.739
2022-11-17 00:32 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.123 s 0.204
2022-11-17 00:09 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.635 s 2.727
2022-11-17 00:28 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.891 s 0.183
2022-11-17 00:10 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.331 s 1.650
2022-11-17 00:30 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.498 s 0.292
2022-11-17 00:10 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.033 s 0.361
2022-11-17 00:27 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.577 s -0.769
2022-11-17 00:29 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.584 s -0.730
2022-11-17 00:09 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.219 s 2.624
2022-11-17 00:10 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.914 s 0.394
2022-11-17 00:16 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.938 s 1.895
2022-11-17 00:26 R dataframe-to-table type_strings, R 0.537 s 0.854
2022-11-17 00:28 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.554 s -0.444
2022-11-17 00:35 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.954 s -0.046
2022-11-17 00:08 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.643 s 1.725
2022-11-17 00:08 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.201 s -0.314
2022-11-17 00:08 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.516 s -0.186
2022-11-17 00:14 Python file-write lz4, feather, table, fanniemae_2016Q4 1.584 s -2.419
2022-11-17 00:26 R dataframe-to-table type_nested, R 0.571 s 0.924
2022-11-17 00:09 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.963 s 0.068
2022-11-17 00:12 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.369 s 0.285
2022-11-17 00:27 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.329 s -0.933
2022-11-17 00:13 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.003 s -0.165
2022-11-17 00:15 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.585 s 0.946
2022-11-17 00:17 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.411
2022-11-17 00:26 R dataframe-to-table type_integers, R 0.010 s 0.409
2022-11-17 00:39 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.982 s 1.175
2022-11-17 00:42 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.717 s 0.985
2022-11-17 00:44 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.320 s -0.925
2022-11-17 00:26 R dataframe-to-table type_dict, R 0.033 s 2.118
2022-11-17 00:27 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.581 s -0.530
2022-11-17 00:29 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.893 s 0.394
2022-11-17 00:33 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.923 s 0.252
2022-11-17 00:37 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.490 s 0.849
2022-11-17 00:29 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.816 s 1.277
2022-11-17 00:27 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.313 s 0.239
2022-11-17 00:29 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.218 s -1.155
2022-11-17 00:35 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.614 s -0.099
2022-11-17 00:37 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.918 s 0.691
2022-11-17 00:43 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.906 s 0.539
2022-11-17 00:45 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.470 s -0.371
2022-11-17 00:46 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.220 s -0.754
2022-11-17 00:46 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.543 s 1.363
2022-11-17 00:46 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.560 s -0.272
2022-11-17 00:47 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.248 s -0.424
2022-11-17 00:47 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.578 s 0.487
2022-11-17 00:47 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.155
2022-11-17 00:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.499
2022-11-17 00:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s 0.334
2022-11-17 00:47 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.103
2022-11-17 00:48 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.007 s -0.550
2022-11-17 00:47 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.272 s -0.375
2022-11-17 00:48 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.585 s 0.251
2022-11-17 00:49 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s 0.353
2022-11-17 00:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s -0.265
2022-11-17 00:48 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.709 s 0.015
2022-11-17 00:49 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.286 s -0.001
2022-11-17 00:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.886
2022-11-17 00:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s -0.565
2022-11-17 00:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.286
2022-11-17 00:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.824
2022-11-17 00:49 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.656 s -0.671
2022-11-17 00:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s -0.084
2022-11-17 00:50 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.047 s 0.080
2022-11-17 00:51 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.905 s 0.756
2022-11-17 00:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 0.878
2022-11-17 00:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.298 s 0.050
2022-11-17 00:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.382
2022-11-17 00:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.583 s 0.130
2022-11-17 00:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.895 s 0.953
2022-11-17 00:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.262 s 0.649
2022-11-17 00:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.263
2022-11-17 00:51 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.508 s -0.067
2022-11-17 00:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.627
2022-11-17 00:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 1.001
2022-11-17 00:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.359
2022-11-17 00:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s -0.010
2022-11-17 00:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.329 s -1.812
2022-11-17 00:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.573
2022-11-17 00:53 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.165 s 0.704
2022-11-17 00:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.347 s -0.282
2022-11-17 00:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.311 s 0.822
2022-11-17 00:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.114
2022-11-17 00:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.624
2022-11-17 00:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.593
2022-11-17 00:54 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.637 s -0.134
2022-11-17 00:54 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.626 s 1.357
2022-11-17 00:55 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s -0.200
2022-11-17 00:54 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.659 s 0.816
2022-11-17 00:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.282 s 0.513
2022-11-17 00:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.229 s 0.918
2022-11-17 00:55 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.329
2022-11-17 00:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.504 s 0.022
2022-11-17 00:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.375
2022-11-17 00:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.309
2022-11-17 00:57 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.655 s -0.172
2022-11-17 00:56 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.349 s -0.785
2022-11-17 00:56 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.279 s -0.221
2022-11-17 00:57 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.313
2022-11-17 00:57 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.763 s 1.260
2022-11-17 00:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s -0.316
2022-11-17 00:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.286
2022-11-17 00:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.331 s 0.589
2022-11-17 00:58 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.630 s -0.585
2022-11-17 00:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.707 s 0.265
2022-11-17 00:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.424 s -1.820
2022-11-17 00:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.605
2022-11-17 00:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.722 s 0.200
2022-11-17 01:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.367 s 0.031
2022-11-17 01:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.610
2022-11-17 01:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.890 s 1.712
2022-11-17 01:06 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.327 s -0.963
2022-11-17 01:17 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.392 s 2.034
2022-11-17 00:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.670
2022-11-17 01:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s -0.592
2022-11-17 01:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.831
2022-11-17 01:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.320 s -0.633
2022-11-17 01:18 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.101 s -0.912
2022-11-17 00:59 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.603 s 1.209
2022-11-17 00:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.270 s -0.630
2022-11-17 01:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.520 s -0.068
2022-11-17 01:07 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.582 s 1.281
2022-11-17 01:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.194 s -1.699
2022-11-17 01:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.542
2022-11-17 01:00 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.292 s 0.365
2022-11-17 01:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s -0.213
2022-11-17 01:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.323 s 0.023
2022-11-17 01:13 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s 0.123
2022-11-17 01:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.538 s -0.082
2022-11-17 01:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.438 s 0.170
2022-11-17 01:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s -0.013
2022-11-17 01:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.332 s -0.670
2022-11-17 01:06 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.453
2022-11-17 01:14 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.687 s 0.113
2022-11-17 01:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s 1.181
2022-11-17 01:35 JavaScript Iterate Vector int16Array 0.002 s 0.459
2022-11-17 01:35 JavaScript Spread Vector uint64Array 0.012 s -0.892
2022-11-17 01:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.473 s -1.763
2022-11-17 01:07 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.284 s 0.635
2022-11-17 01:09 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.519 s -1.013
2022-11-17 01:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.594
2022-11-17 01:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.266 s -0.718
2022-11-17 01:17 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.866 s -0.399
2022-11-17 01:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.597 s 1.812
2022-11-17 01:25 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.222 s 2.705
2022-11-17 01:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.445 s 0.380
2022-11-17 01:35 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.206
2022-11-17 01:04 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.530 s -1.505
2022-11-17 01:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.250 s -0.677
2022-11-17 01:08 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.332 s -0.299
2022-11-17 01:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.579 s 0.046
2022-11-17 01:11 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.903
2022-11-17 01:13 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.175
2022-11-17 01:35 JavaScript Table tracks, 1,000,000 0.094 s 0.933
2022-11-17 01:01 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.122 s -0.105
2022-11-17 01:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.650 s -0.202
2022-11-17 01:12 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.024 s 1.069
2022-11-17 01:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.435 s -0.708
2022-11-17 01:04 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.150 s -0.024
2022-11-17 01:06 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.186 s -0.184
2022-11-17 01:07 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.825 s -0.861
2022-11-17 01:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.917 s 0.146
2022-11-17 01:09 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.750 s -0.020
2022-11-17 01:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.244
2022-11-17 01:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.611 s -1.586
2022-11-17 01:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.219
2022-11-17 01:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.254 s 1.736
2022-11-17 01:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.284 s 1.891
2022-11-17 01:21 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.899 s -0.114
2022-11-17 01:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s -0.391
2022-11-17 01:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.314
2022-11-17 01:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.330
2022-11-17 01:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s -0.181
2022-11-17 01:35 JavaScript Iterate Vector uint16Array 0.002 s 0.642
2022-11-17 01:00 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.437 s 0.006
2022-11-17 01:01 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.944 s 0.970
2022-11-17 01:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 0.714
2022-11-17 01:12 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.884 s 0.222
2022-11-17 01:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.766 s -0.022
2022-11-17 01:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.530
2022-11-17 01:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.746 s -0.372
2022-11-17 01:06 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.411 s -0.482
2022-11-17 01:11 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.281 s 0.328
2022-11-17 01:35 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -1.085
2022-11-17 01:35 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -0.176
2022-11-17 01:35 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.248
2022-11-17 01:35 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -2.356
2022-11-17 01:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.204 s -1.232
2022-11-17 01:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.401
2022-11-17 01:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.202 s 0.056
2022-11-17 01:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.220 s -1.526
2022-11-17 01:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.719 s -0.629
2022-11-17 01:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.813
2022-11-17 01:35 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.104
2022-11-17 01:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.525
2022-11-17 01:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.297 s -1.214
2022-11-17 01:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.752
2022-11-17 01:12 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.324 s 0.176
2022-11-17 01:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.191 s 0.060
2022-11-17 01:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.486 s 0.611
2022-11-17 01:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.382 s -0.254
2022-11-17 01:35 JavaScript vectorFromArray booleans 0.021 s -11.905
2022-11-17 01:35 JavaScript Iterate Vector uint8Array 0.002 s 1.664
2022-11-17 01:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.360 s -1.881
2022-11-17 01:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.867 s -0.520
2022-11-17 01:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.943 s 0.485
2022-11-17 01:20 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.928 s -1.140
2022-11-17 01:35 JavaScript Iterate Vector uint64Array 0.004 s 0.562
2022-11-17 01:35 JavaScript Spread Vector int64Array 0.012 s -0.274
2022-11-17 01:35 JavaScript Spread Vector float64Array 0.008 s 0.135
2022-11-17 01:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.362
2022-11-17 01:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.327 s -0.194
2022-11-17 01:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.407 s -0.594
2022-11-17 01:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.254 s 1.597
2022-11-17 01:35 JavaScript Spread Vector dictionary 0.010 s 0.131
2022-11-17 01:35 JavaScript toArray Vector float32Array
2022-11-17 01:35 JavaScript get Vector int8Array 0.003 s -0.351
2022-11-17 01:35 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.295
2022-11-17 01:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.701
2022-11-17 01:06 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.179 s -0.013
2022-11-17 01:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.532
2022-11-17 01:23 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.961 s 0.065
2022-11-17 01:35 JavaScript Spread Vector uint8Array 0.007 s 0.075
2022-11-17 01:35 JavaScript Spread Vector float32Array 0.008 s 0.174
2022-11-17 01:35 JavaScript Spread Vector numbers 0.008 s 0.286
2022-11-17 01:04 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.860 s 0.491
2022-11-17 01:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.427 s -0.612
2022-11-17 01:35 JavaScript Table tracks, 1,000,000 0.050 s 0.169
2022-11-17 01:35 JavaScript Table 1,000,000, tracks 0.251 s 0.915
2022-11-17 01:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s 0.179
2022-11-17 01:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.589 s -0.247
2022-11-17 01:12 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.520 s 1.015
2022-11-17 01:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.458
2022-11-17 01:35 JavaScript vectorFromArray numbers 0.019 s -10.798
2022-11-17 01:35 JavaScript vectorFromArray dictionary 0.017 s 0.762
2022-11-17 01:35 JavaScript Spread Vector uint16Array 0.006 s 0.064
2022-11-17 01:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.216 s -0.078
2022-11-17 01:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.429 s -0.533
2022-11-17 01:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.781
2022-11-17 01:35 JavaScript Iterate Vector int32Array 0.002 s 0.594
2022-11-17 01:35 JavaScript Iterate Vector float32Array 0.002 s -0.668
2022-11-17 01:35 JavaScript Iterate Vector dictionary 0.004 s 0.508
2022-11-17 01:13 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.938 s 0.847
2022-11-17 01:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.760
2022-11-17 01:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.223 s 0.110
2022-11-17 01:17 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.305 s -0.303
2022-11-17 01:21 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.106 s 0.791
2022-11-17 01:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s -0.124
2022-11-17 01:35 JavaScript Iterate Vector string 0.127 s -0.551
2022-11-17 01:35 JavaScript get Vector uint64Array 0.003 s -2.049
2022-11-17 01:35 JavaScript get Vector int16Array 0.003 s -1.592
2022-11-17 01:14 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.501
2022-11-17 01:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.311 s -0.367
2022-11-17 01:35 JavaScript get Vector uint8Array 0.003 s -0.145
2022-11-17 01:35 JavaScript get Vector numbers 0.002 s 0.304
2022-11-17 01:35 JavaScript get Vector dictionary 0.002 s 0.973
2022-11-17 01:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.777 s 0.495
2022-11-17 01:35 JavaScript get Vector uint16Array 0.003 s -1.083
2022-11-17 01:35 JavaScript get Vector int64Array 0.003 s -0.725
2022-11-17 01:35 JavaScript get Vector float64Array 0.002 s 0.216
2022-11-17 01:35 JavaScript get Vector string 0.124 s 0.050
2022-11-17 01:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.377
2022-11-17 01:35 JavaScript Iterate Vector uint32Array 0.002 s 0.668
2022-11-17 01:35 JavaScript get Vector float32Array 0.002 s 0.661
2022-11-17 01:35 JavaScript Parse read recordBatches, tracks 0.000 s -1.136
2022-11-17 01:35 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.601
2022-11-17 01:35 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.706
2022-11-17 01:35 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -0.187
2022-11-17 01:35 JavaScript Iterate Vector int8Array 0.002 s 0.321
2022-11-17 01:35 JavaScript Iterate Vector int64Array 0.004 s 0.761
2022-11-17 01:35 JavaScript Iterate Vector float64Array 0.002 s 0.764
2022-11-17 01:35 JavaScript Iterate Vector booleans 0.004 s 0.122
2022-11-17 01:35 JavaScript Iterate Vector numbers 0.002 s 0.717
2022-11-17 01:35 JavaScript Spread Vector uint32Array 0.007 s 0.205
2022-11-17 01:35 JavaScript Spread Vector int8Array 0.006 s 0.297
2022-11-17 01:35 JavaScript Spread Vector int32Array 0.006 s 0.212
2022-11-17 01:35 JavaScript toArray Vector uint8Array
2022-11-17 01:35 JavaScript toArray Vector uint32Array
2022-11-17 01:35 JavaScript Spread Vector int16Array 0.007 s 0.107
2022-11-17 01:35 JavaScript toArray Vector uint16Array
2022-11-17 01:35 JavaScript toArray Vector uint64Array
2022-11-17 01:35 JavaScript toArray Vector int16Array
2022-11-17 01:35 JavaScript toArray Vector string 0.146 s -0.116
2022-11-17 01:35 JavaScript get Vector booleans 0.002 s 0.302
2022-11-17 01:35 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.029 s 0.809
2022-11-17 01:35 JavaScript Spread Vector booleans 0.010 s 1.252
2022-11-17 01:35 JavaScript Spread Vector string 0.145 s 0.519
2022-11-17 01:35 JavaScript toArray Vector int64Array
2022-11-17 01:35 JavaScript toArray Vector float64Array
2022-11-17 01:35 JavaScript toArray Vector booleans 0.010 s 0.741
2022-11-17 01:35 JavaScript toArray Vector int8Array
2022-11-17 01:35 JavaScript toArray Vector int32Array
2022-11-17 01:35 JavaScript toArray Vector numbers
2022-11-17 01:35 JavaScript toArray Vector dictionary 0.010 s 0.120
2022-11-17 01:35 JavaScript get Vector uint32Array 0.003 s -1.010
2022-11-17 01:35 JavaScript get Vector int32Array 0.003 s -0.479
2022-11-17 01:35 JavaScript Parse write recordBatches, tracks 0.002 s -1.321
2022-11-17 01:35 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.271
2022-11-17 01:35 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-17 01:35 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.188 s -0.002
2022-11-17 01:35 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.003
2022-11-17 01:35 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.508
2022-11-17 01:35 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.099
2022-11-17 01:35 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-17 01:35 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-17 01:35 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-17 01:35 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.191 s -0.952
2022-11-17 01:35 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.711
2022-11-17 01:35 JavaScript Table tracks, 1,000,000 0.308 s -1.740
2022-11-17 01:35 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.757