Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 08:04 Python dataset-filter nyctaxi_2010-01 1.011 s -0.366
2022-11-17 08:03 Python dataframe-to-table chi_traffic_2020_Q1 20.445 s -0.815
2022-11-17 08:04 Python dataframe-to-table type_nested 2.928 s -1.480
2022-11-17 08:04 Python dataframe-to-table type_strings 0.446 s 0.160
2022-11-17 08:00 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.133 s -0.517
2022-11-17 07:58 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.268 s -1.309
2022-11-17 08:00 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.028 s 0.756
2022-11-17 08:01 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.875 s 0.322
2022-11-17 08:04 Python dataframe-to-table type_integers 0.010 s -0.429
2022-11-17 07:59 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.143 s 0.511
2022-11-17 08:00 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.425 s 0.061
2022-11-17 08:02 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.822 s 0.274
2022-11-17 07:58 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.685 s -0.546
2022-11-17 08:04 Python dataframe-to-table type_dict 0.011 s 1.156
2022-11-17 08:04 Python dataframe-to-table type_floats 0.011 s -0.212
2022-11-17 08:09 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 97.881 s -1.449
2022-11-17 08:14 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 92.000 s -2.087
2022-11-17 08:37 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.018 s 0.623
2022-11-17 08:27 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.190 s 1.024
2022-11-17 08:30 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.928 s -0.248
2022-11-17 08:31 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.037 s 0.231
2022-11-17 08:29 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.635 s 2.224
2022-11-17 08:35 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.707 s 0.186
2022-11-17 08:30 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.924 s -0.157
2022-11-17 08:30 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.929 s 1.104
2022-11-17 08:32 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.531 s 0.278
2022-11-17 08:34 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.029 s -0.074
2022-11-17 08:28 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.185 s -2.391
2022-11-17 08:30 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.962 s 0.152
2022-11-17 08:35 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.592 s 0.690
2022-11-17 08:37 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.803 s 0.479
2022-11-17 08:27 Python dataset-read async=True, nyctaxi_multi_ipc_s3 270.280 s -2.716
2022-11-17 08:28 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.296 s -0.072
2022-11-17 08:29 Python file-read lz4, feather, table, fanniemae_2016Q4 0.833 s -1.055
2022-11-17 08:28 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.165 s -0.296
2022-11-17 08:36 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.513 s 0.938
2022-11-17 08:28 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.677 s -1.318
2022-11-17 08:29 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.522 s -0.518
2022-11-17 08:30 Python file-read lz4, feather, table, nyctaxi_2010-01 0.683 s 0.868
2022-11-17 08:28 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.048 s 0.188
2022-11-17 08:28 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.203 s -0.469
2022-11-17 08:36 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.095 s 0.643
2022-11-17 08:37 Python wide-dataframe use_legacy_dataset=false 0.511 s 0.388
2022-11-17 08:28 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.652 s -1.023
2022-11-17 08:29 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.525 s -0.300
2022-11-17 08:30 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.548 s 2.453
2022-11-17 08:33 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.847 s 0.255
2022-11-17 08:37 Python file-write lz4, feather, table, nyctaxi_2010-01 1.808 s -1.301
2022-11-17 08:27 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.317 s -0.232
2022-11-17 08:29 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.209 s 2.341
2022-11-17 08:28 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.056 s -0.074
2022-11-17 08:28 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.675 s -0.682
2022-11-17 08:30 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.323 s 1.783
2022-11-17 08:37 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.383 s 0.752
2022-11-17 08:27 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.183 s 0.339
2022-11-17 08:37 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.983 s -0.386
2022-11-17 08:29 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.338 s -1.183
2022-11-17 08:30 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.993 s -1.720
2022-11-17 08:32 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.372 s 0.146
2022-11-17 08:34 Python file-write lz4, feather, table, fanniemae_2016Q4 1.555 s 0.125
2022-11-17 08:34 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.730 s 0.147
2022-11-17 08:37 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.397
2022-11-17 08:46 R dataframe-to-table type_strings, R 0.537 s 0.826
2022-11-17 08:46 R dataframe-to-table chi_traffic_2020_Q1, R 4.345 s -1.279
2022-11-17 08:46 R dataframe-to-table type_dict, R 0.046 s 0.814
2022-11-17 08:46 R dataframe-to-table type_integers, R 0.010 s 0.388
2022-11-17 08:46 R dataframe-to-table type_floats, R 0.013 s 1.327
2022-11-17 08:47 R dataframe-to-table type_nested, R 0.570 s 1.182
2022-11-17 08:47 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.400 s -3.591
2022-11-17 08:47 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.648 s -3.400
2022-11-17 08:48 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.408 s -4.650
2022-11-17 08:48 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.925 s -322.911
2022-11-17 08:48 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.661 s -4.946
2022-11-17 08:49 R file-read lz4, feather, table, fanniemae_2016Q4, R 1.523 s -120.348
2022-11-17 08:49 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 1.185 s -301.320
2022-11-17 08:49 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.720 s -19.627
2022-11-17 08:49 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 1.748 s -115.165
2022-11-17 08:50 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.667 s -12.262
2022-11-17 08:51 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.498 s -206.256
2022-11-17 08:50 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 1.060 s -18.375
2022-11-17 08:50 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 1.007 s -12.095
2022-11-17 08:57 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.572 s 0.099
2022-11-17 09:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.250
2022-11-17 09:12 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.300 s -0.805
2022-11-17 09:09 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.582 s 0.255
2022-11-17 09:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.692
2022-11-17 08:51 R file-read lz4, feather, table, nyctaxi_2010-01, R 1.562 s -253.172
2022-11-17 09:07 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.468 s 0.168
2022-11-17 08:51 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 1.938 s -302.399
2022-11-17 08:52 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.524 s -0.069
2022-11-17 09:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.522
2022-11-17 09:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.652 s 0.475
2022-11-17 09:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.060 s -1.190
2022-11-17 09:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.883 s 2.449
2022-11-17 09:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.284 s 0.084
2022-11-17 09:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.952 s -0.441
2022-11-17 09:09 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.244 s 0.761
2022-11-17 09:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.186 s -1.164
2022-11-17 09:15 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.710
2022-11-17 09:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.268 s 0.044
2022-11-17 09:01 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.389 s 0.324
2022-11-17 09:12 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.266 s -1.216
2022-11-17 09:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.325 s 0.222
2022-11-17 08:51 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 1.889 s -170.290
2022-11-17 09:09 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.578 s -0.974
2022-11-17 09:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.004 s 0.241
2022-11-17 08:59 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.492 s 0.299
2022-11-17 09:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s -0.504
2022-11-17 09:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.640 s -0.615
2022-11-17 08:54 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.143 s -0.080
2022-11-17 09:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.786
2022-11-17 09:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.881 s -2.191
2022-11-17 09:33 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.191 s -0.446
2022-11-17 09:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.537 s -0.004
2022-11-17 09:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s -0.108
2022-11-17 09:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.111 s 0.592
2022-11-17 09:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.632
2022-11-17 09:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.262 s 0.642
2022-11-17 09:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.660 s 0.961
2022-11-17 09:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s -0.522
2022-11-17 09:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.285 s -0.279
2022-11-17 09:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.766 s 0.826
2022-11-17 09:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.370 s -2.123
2022-11-17 09:04 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.727 s 0.663
2022-11-17 09:08 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.223 s -0.867
2022-11-17 09:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.527
2022-11-17 09:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.584 s 0.012
2022-11-17 08:59 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.960 s -0.502
2022-11-17 09:06 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.307 s 0.076
2022-11-17 09:09 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.541 s 1.676
2022-11-17 09:09 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.237 s -1.377
2022-11-17 09:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.679
2022-11-17 09:11 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s -0.591
2022-11-17 09:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.326 s 0.292
2022-11-17 09:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s -0.242
2022-11-17 09:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.362
2022-11-17 09:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.653 s -0.539
2022-11-17 09:25 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.259 s -1.850
2022-11-17 08:55 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.907 s 0.300
2022-11-17 08:58 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.952 s 0.349
2022-11-17 09:02 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.005 s 0.373
2022-11-17 09:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.280 s -2.313
2022-11-17 09:03 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.973 s -0.212
2022-11-17 09:05 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.931 s -0.209
2022-11-17 09:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.092
2022-11-17 09:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.272 s -0.354
2022-11-17 09:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.520 s -0.211
2022-11-17 09:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s -0.252
2022-11-17 09:23 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.248 s 0.268
2022-11-17 09:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.906 s 0.795
2022-11-17 09:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.791
2022-11-17 09:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.133 s -0.262
2022-11-17 09:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.863 s 0.049
2022-11-17 09:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.296 s -0.744
2022-11-17 09:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.134 s 0.858
2022-11-17 09:07 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.336 s -1.748
2022-11-17 09:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.589 s -0.613
2022-11-17 09:11 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s -0.224
2022-11-17 09:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s -0.863
2022-11-17 09:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s 0.260
2022-11-17 09:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.768 s -0.292
2022-11-17 09:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.327 s -0.084
2022-11-17 09:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.221
2022-11-17 09:11 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.346 s -1.007
2022-11-17 09:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.321 s -1.877
2022-11-17 09:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.707 s 0.181
2022-11-17 09:18 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.282 s 0.068
2022-11-17 09:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.225 s -1.415
2022-11-17 09:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.583 s 0.580
2022-11-17 09:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.347 s -1.308
2022-11-17 09:15 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.311 s -0.345
2022-11-17 09:18 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.335 s -1.151
2022-11-17 09:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.421 s -0.418
2022-11-17 09:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.748 s -0.248
2022-11-17 09:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.895 s 0.628
2022-11-17 09:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.327
2022-11-17 09:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.276 s 1.581
2022-11-17 09:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.930
2022-11-17 09:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.298 s 0.242
2022-11-17 09:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.323
2022-11-17 09:25 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.258
2022-11-17 09:28 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.383
2022-11-17 09:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.247 s -0.893
2022-11-17 09:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.217 s -0.002
2022-11-17 09:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.350 s -1.807
2022-11-17 09:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.258
2022-11-17 09:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.253 s -2.179
2022-11-17 09:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.626 s 1.306
2022-11-17 09:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.660 s -1.086
2022-11-17 09:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.588
2022-11-17 09:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.311 s 0.675
2022-11-17 09:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.585
2022-11-17 09:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.509 s -0.831
2022-11-17 09:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s -0.552
2022-11-17 09:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.204 s -1.115
2022-11-17 09:30 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.256 s -0.871
2022-11-17 09:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.928 s -0.615
2022-11-17 09:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.949
2022-11-17 09:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.235 s 0.288
2022-11-17 09:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.200 s -1.048
2022-11-17 09:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.605 s 0.510
2022-11-17 09:15 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.556
2022-11-17 09:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.628 s -0.467
2022-11-17 09:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.332 s 0.296
2022-11-17 09:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.715 s -1.312
2022-11-17 09:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.332 s -0.163
2022-11-17 09:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.325 s -1.446
2022-11-17 09:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.427 s -0.282
2022-11-17 09:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.387 s -0.611
2022-11-17 09:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.293 s -0.266
2022-11-17 09:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 0.858
2022-11-17 09:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.300 s -0.612
2022-11-17 09:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.447 s -0.329
2022-11-17 09:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.889 s -0.287
2022-11-17 09:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s -0.009
2022-11-17 09:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.429 s -0.575
2022-11-17 09:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.864 s 0.055
2022-11-17 09:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.253 s 1.701
2022-11-17 09:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.599 s 1.069
2022-11-17 09:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.902 s -0.186
2022-11-17 09:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.727 s 0.120
2022-11-17 09:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.673 s 0.403
2022-11-17 09:57 JavaScript get Vector int32Array 0.003 s 0.481
2022-11-17 09:57 JavaScript get Vector dictionary 0.002 s -0.810
2022-11-17 09:57 JavaScript Parse read recordBatches, tracks 0.000 s -1.107
2022-11-17 09:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.777
2022-11-17 09:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.583 s -0.567
2022-11-17 09:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.700
2022-11-17 09:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.047 s 0.205
2022-11-17 09:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.436 s -0.876
2022-11-17 09:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.370 s -0.806
2022-11-17 09:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.943 s -1.478
2022-11-17 09:57 JavaScript vectorFromArray dictionary 0.018 s -1.282
2022-11-17 09:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.533 s -2.691
2022-11-17 09:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.161 s -0.281
2022-11-17 09:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.519 s -1.048
2022-11-17 09:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.610 s -1.439
2022-11-17 09:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.134 s -1.598
2022-11-17 09:25 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.064
2022-11-17 09:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.413 s -1.911
2022-11-17 09:30 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.205 s -0.169
2022-11-17 09:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s -0.314
2022-11-17 09:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.293
2022-11-17 09:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.698
2022-11-17 09:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.310 s -0.883
2022-11-17 09:58 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.466
2022-11-17 09:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.472 s -1.309
2022-11-17 09:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.829 s -2.424
2022-11-17 09:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.283 s -1.127
2022-11-17 09:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.284 s 1.863
2022-11-17 09:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -0.251
2022-11-17 09:57 JavaScript Iterate Vector string 0.125 s 0.707
2022-11-17 09:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.357 s -0.729
2022-11-17 09:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.512 s 0.986
2022-11-17 09:30 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.045
2022-11-17 09:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.265 s -1.157
2022-11-17 09:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.255 s 1.407
2022-11-17 09:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s -0.134
2022-11-17 09:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.361
2022-11-17 09:57 JavaScript toArray Vector int64Array
2022-11-17 09:57 JavaScript toArray Vector string 0.145 s 0.184
2022-11-17 09:57 JavaScript get Vector uint16Array 0.003 s 0.939
2022-11-17 09:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.779 s -0.577
2022-11-17 09:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.525 s -0.196
2022-11-17 09:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.581
2022-11-17 09:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.571 s 0.352
2022-11-17 09:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.382 s -0.050
2022-11-17 09:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s -0.227
2022-11-17 09:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.321 s -0.802
2022-11-17 09:57 JavaScript get Vector int16Array 0.003 s 0.340
2022-11-17 09:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.319 s -0.763
2022-11-17 09:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.304 s -0.176
2022-11-17 09:57 JavaScript vectorFromArray numbers 0.016 s 0.480
2022-11-17 09:57 JavaScript Spread Vector uint64Array 0.012 s -0.395
2022-11-17 09:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.322 s 0.554
2022-11-17 09:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.427
2022-11-17 09:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.636 s 0.617
2022-11-17 09:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.195 s 1.013
2022-11-17 09:57 JavaScript Iterate Vector int16Array 0.002 s -3.866
2022-11-17 09:57 JavaScript Iterate Vector booleans 0.004 s 0.184
2022-11-17 09:57 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.220
2022-11-17 09:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.940 s 0.759
2022-11-17 09:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.404 s 0.587
2022-11-17 09:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.399 s 1.317
2022-11-17 09:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.297 s 0.119
2022-11-17 09:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.317 s -0.401
2022-11-17 09:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.946 s 0.230
2022-11-17 09:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.781 s -0.261
2022-11-17 09:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.465
2022-11-17 09:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.462 s 1.706
2022-11-17 09:38 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.265 s -0.564
2022-11-17 09:57 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.143
2022-11-17 09:58 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -1.506
2022-11-17 09:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.720 s -0.774
2022-11-17 09:57 JavaScript Spread Vector uint8Array 0.007 s 0.059
2022-11-17 09:57 JavaScript Spread Vector int8Array 0.006 s 0.241
2022-11-17 09:57 JavaScript Spread Vector dictionary 0.010 s 1.258
2022-11-17 09:57 JavaScript toArray Vector uint8Array
2022-11-17 09:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.260 s -2.861
2022-11-17 09:58 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.563
2022-11-17 09:58 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-17 09:58 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-17 09:58 JavaScript Table tracks, 1,000,000 0.050 s 0.062
2022-11-17 09:58 JavaScript Table 1,000,000, tracks 0.296 s -1.067
2022-11-17 09:58 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.748
2022-11-17 09:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.054 s -0.469
2022-11-17 09:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.822
2022-11-17 09:58 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -1.567
2022-11-17 09:58 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-17 09:58 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-17 09:58 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.188 s 0.138
2022-11-17 09:58 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.060
2022-11-17 09:58 JavaScript Table tracks, 1,000,000 0.303 s -1.383
2022-11-17 09:57 JavaScript Iterate Vector uint8Array 0.002 s -2.415
2022-11-17 09:57 JavaScript Iterate Vector uint32Array 0.002 s -2.696
2022-11-17 09:57 JavaScript Iterate Vector numbers 0.002 s -2.347
2022-11-17 09:57 JavaScript Iterate Vector uint64Array 0.004 s 0.592
2022-11-17 09:57 JavaScript Iterate Vector int64Array 0.004 s 0.135
2022-11-17 09:57 JavaScript vectorFromArray booleans 0.018 s 0.082
2022-11-17 09:57 JavaScript Iterate Vector int32Array 0.002 s -3.450
2022-11-17 09:57 JavaScript Iterate Vector dictionary 0.004 s 0.375
2022-11-17 09:57 JavaScript Spread Vector uint32Array 0.007 s 0.111
2022-11-17 09:57 JavaScript Spread Vector int32Array 0.007 s 0.120
2022-11-17 09:57 JavaScript toArray Vector int8Array
2022-11-17 09:57 JavaScript Iterate Vector uint16Array 0.002 s -3.736
2022-11-17 09:57 JavaScript Iterate Vector float64Array 0.002 s -2.416
2022-11-17 09:57 JavaScript Spread Vector uint16Array 0.006 s 0.124
2022-11-17 09:57 JavaScript Spread Vector booleans 0.010 s -0.955
2022-11-17 09:57 JavaScript Spread Vector string 0.145 s 0.295
2022-11-17 09:57 JavaScript toArray Vector uint16Array
2022-11-17 09:57 JavaScript Iterate Vector int8Array 0.002 s -2.365
2022-11-17 09:57 JavaScript Iterate Vector float32Array 0.002 s -3.247
2022-11-17 09:57 JavaScript toArray Vector uint32Array
2022-11-17 09:57 JavaScript Spread Vector int16Array 0.007 s 0.090
2022-11-17 09:57 JavaScript Spread Vector int64Array 0.012 s 0.219
2022-11-17 09:57 JavaScript Spread Vector float64Array 0.008 s 0.218
2022-11-17 09:57 JavaScript toArray Vector uint64Array
2022-11-17 09:57 JavaScript toArray Vector int16Array
2022-11-17 09:57 JavaScript toArray Vector float64Array
2022-11-17 09:57 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.213
2022-11-17 09:57 JavaScript Spread Vector float32Array 0.008 s 0.279
2022-11-17 09:57 JavaScript Spread Vector numbers 0.008 s 0.306
2022-11-17 09:57 JavaScript toArray Vector float32Array
2022-11-17 09:57 JavaScript toArray Vector numbers
2022-11-17 09:57 JavaScript toArray Vector dictionary 0.010 s 1.674
2022-11-17 09:57 JavaScript get Vector uint8Array 0.003 s 0.033
2022-11-17 09:58 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.190 s -0.605
2022-11-17 09:57 JavaScript toArray Vector int32Array
2022-11-17 09:57 JavaScript get Vector int8Array 0.003 s -0.933
2022-11-17 09:57 JavaScript get Vector float32Array 0.002 s 0.129
2022-11-17 09:57 JavaScript get Vector numbers 0.002 s 0.650
2022-11-17 09:58 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -1.158
2022-11-17 09:58 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.773
2022-11-17 09:57 JavaScript toArray Vector booleans 0.010 s 1.287
2022-11-17 09:57 JavaScript get Vector uint32Array 0.003 s 0.995
2022-11-17 09:57 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.422
2022-11-17 09:57 JavaScript get Vector uint64Array 0.003 s 1.049
2022-11-17 09:57 JavaScript get Vector int64Array 0.003 s 0.653
2022-11-17 09:57 JavaScript get Vector float64Array 0.002 s 0.575
2022-11-17 09:57 JavaScript get Vector booleans 0.002 s -0.090
2022-11-17 09:57 JavaScript get Vector string 0.123 s 1.159
2022-11-17 09:57 JavaScript Parse write recordBatches, tracks 0.002 s 0.464
2022-11-17 09:58 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.701
2022-11-17 09:58 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.958
2022-11-17 09:58 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.234
2022-11-17 09:58 JavaScript Table tracks, 1,000,000 0.094 s 1.689
2022-11-17 09:58 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.031 s 1.312
2022-11-17 09:58 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.126