Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 14:51 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.574 s -0.387
2022-11-08 14:55 Python dataframe-to-table type_floats 0.011 s 0.181
2022-11-08 14:52 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.121 s 0.842
2022-11-08 14:55 Python dataframe-to-table type_strings 0.421 s 6.467
2022-11-08 14:56 Python dataframe-to-table type_nested 2.839 s 0.322
2022-11-08 14:51 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.665 s -0.580
2022-11-08 14:52 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.409 s 2.857
2022-11-08 15:18 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.617 s -1.121
2022-11-08 14:56 Python dataset-filter nyctaxi_2010-01 0.989 s 0.392
2022-11-08 15:16 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.042 s 0.197
2022-11-08 15:25 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.348 s 1.715
2022-11-08 14:55 Python dataframe-to-table type_integers 0.010 s 0.833
2022-11-08 15:17 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.484 s -0.270
2022-11-08 15:18 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.359 s -0.375
2022-11-08 14:50 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.670 s 1.565
2022-11-08 14:50 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.260 s -0.840
2022-11-08 15:16 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.136 s 1.795
2022-11-08 15:16 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.110 s 0.665
2022-11-08 15:17 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.476 s -0.090
2022-11-08 15:17 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.774 s -0.742
2022-11-08 15:34 R dataframe-to-table type_floats, R 0.013 s 0.984
2022-11-08 15:35 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.317 s -1.598
2022-11-08 15:15 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.220 s -0.055
2022-11-08 15:16 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.177 s 1.647
2022-11-08 15:21 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.488 s 4.714
2022-11-08 15:23 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.640 s 0.363
2022-11-08 15:18 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.962 s -0.286
2022-11-08 15:18 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.918 s -0.268
2022-11-08 15:18 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.944 s -1.246
2022-11-08 15:20 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.333 s 1.526
2022-11-08 15:04 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 80.966 s 0.638
2022-11-08 15:16 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.596 s -0.082
2022-11-08 15:22 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.353 s 3.812
2022-11-08 15:15 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.190 s -0.054
2022-11-08 15:20 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.142 s 4.867
2022-11-08 15:34 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.306 s -0.347
2022-11-08 15:36 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.215 s 0.927
2022-11-08 14:55 Python dataframe-to-table type_dict 0.011 s 0.077
2022-11-08 15:00 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 83.216 s -0.076
2022-11-08 15:18 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.925 s -0.739
2022-11-08 15:22 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.011 s -0.148
2022-11-08 15:33 R dataframe-to-table chi_traffic_2020_Q1, R 4.304 s 0.012
2022-11-08 15:35 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.541 s 0.079
2022-11-08 14:55 Python dataframe-to-table chi_traffic_2020_Q1 20.327 s 0.238
2022-11-08 15:16 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.058 s 0.083
2022-11-08 15:18 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.952 s 0.471
2022-11-08 15:36 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.538 s 0.487
2022-11-08 15:37 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.825 s -1.444
2022-11-08 14:53 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.195 s -0.689
2022-11-08 14:53 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.303 s -0.910
2022-11-08 15:15 Python dataset-read async=True, nyctaxi_multi_ipc_s3 223.656 s -0.017
2022-11-08 15:15 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.146 s 0.714
2022-11-08 15:17 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.330 s -0.178
2022-11-08 15:17 Python file-read lz4, feather, table, fanniemae_2016Q4 0.828 s -0.547
2022-11-08 15:17 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.362 s -0.840
2022-11-08 15:18 Python file-read lz4, feather, table, nyctaxi_2010-01 0.681 s 1.350
2022-11-08 15:19 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.001 s 1.542
2022-11-08 15:24 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.580 s -0.090
2022-11-08 15:25 Python file-write lz4, feather, table, nyctaxi_2010-01 1.768 s -0.626
2022-11-08 15:25 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.729 s 3.628
2022-11-08 15:34 R dataframe-to-table type_nested, R 0.572 s 0.790
2022-11-08 15:35 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.292 s -0.075
2022-11-08 15:16 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.294 s 0.005
2022-11-08 15:24 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.123 s 1.721
2022-11-08 15:25 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.980 s -0.233
2022-11-08 15:25 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.655
2022-11-08 15:35 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.603 s -1.339
2022-11-08 15:16 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.582 s -0.165
2022-11-08 15:22 Python file-write lz4, feather, table, fanniemae_2016Q4 1.555 s 0.369
2022-11-08 15:16 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.664 s 0.126
2022-11-08 15:25 Python wide-dataframe use_legacy_dataset=false 0.510 s 0.737
2022-11-08 15:37 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.583 s -0.511
2022-11-08 15:23 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.352 s 4.171
2022-11-08 15:34 R dataframe-to-table type_dict, R 0.057 s 0.146
2022-11-08 15:34 R dataframe-to-table type_integers, R 0.010 s 1.317
2022-11-08 15:38 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.459 s 1.527
2022-11-08 15:25 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.039 s 2.169
2022-11-08 15:36 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.886 s -0.055
2022-11-08 15:36 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.890 s -0.100
2022-11-08 15:34 R dataframe-to-table type_strings, R 0.536 s 0.645
2022-11-08 15:35 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.547 s 0.052
2022-11-08 15:35 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.263
2022-11-08 15:36 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.854 s -0.899
2022-11-08 15:36 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.535 s 0.383
2022-11-08 15:37 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.909 s -1.070
2022-11-08 15:40 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.041 s 1.706
2022-11-08 15:40 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.874 s 1.551
2022-11-08 15:43 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.943 s 2.003
2022-11-08 15:42 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.483 s 1.727
2022-11-08 15:44 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.928 s 0.379
2022-11-08 15:45 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.487 s 0.788
2022-11-08 15:46 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.360 s 0.784
2022-11-08 15:47 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.061 s 0.048
2022-11-08 15:48 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 6.011 s 0.112
2022-11-08 15:49 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.792 s 0.186
2022-11-08 15:50 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.971 s 0.107
2022-11-08 15:52 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.303 s -0.443
2022-11-08 15:51 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.310 s -0.494
2022-11-08 15:54 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.212 s -0.953
2022-11-08 15:53 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.469 s -0.062
2022-11-08 15:54 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.252 s -0.431
2022-11-08 15:54 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.594 s -0.125
2022-11-08 15:54 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.543 s 0.075
2022-11-08 15:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.399
2022-11-08 15:54 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.555 s 0.451
2022-11-08 15:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s 0.234
2022-11-08 15:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.061 s -0.744
2022-11-08 15:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.360
2022-11-08 15:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.226 s 0.335
2022-11-08 15:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 0.591
2022-11-08 15:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.485
2022-11-08 15:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.298 s 0.419
2022-11-08 15:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.272 s -0.088
2022-11-08 15:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.025
2022-11-08 15:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.078
2022-11-08 15:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s 0.140
2022-11-08 15:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.591 s -0.617
2022-11-08 15:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s 0.282
2022-11-08 15:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.436
2022-11-08 15:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.721 s -0.519
2022-11-08 15:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.008 s 0.022
2022-11-08 15:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.285 s 0.447
2022-11-08 15:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s 0.480
2022-11-08 15:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.653 s 0.475
2022-11-08 15:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s 0.367
2022-11-08 15:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.587 s -0.252
2022-11-08 16:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 0.644
2022-11-08 15:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.921 s -0.120
2022-11-08 15:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.508 s -0.628
2022-11-08 15:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.194 s 0.465
2022-11-08 15:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s 0.397
2022-11-08 15:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 0.381
2022-11-08 15:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s 0.493
2022-11-08 16:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.279
2022-11-08 16:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.322 s 0.872
2022-11-08 16:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.914 s -0.270
2022-11-08 16:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.381
2022-11-08 16:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.149 s 1.387
2022-11-08 16:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.415
2022-11-08 16:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.608
2022-11-08 16:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.420
2022-11-08 16:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.318 s 0.322
2022-11-08 16:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s 0.268
2022-11-08 16:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.647 s -0.347
2022-11-08 16:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.422
2022-11-08 16:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s 0.122
2022-11-08 16:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.627 s 0.636
2022-11-08 16:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.392
2022-11-08 16:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.737 s -0.800
2022-11-08 16:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.345 s 0.453
2022-11-08 16:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.508 s -0.731
2022-11-08 16:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.450
2022-11-08 16:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.483
2022-11-08 16:04 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.289 s -0.914
2022-11-08 16:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s 0.264
2022-11-08 16:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.279 s 0.586
2022-11-08 16:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.656 s -0.051
2022-11-08 16:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.369 s 0.154
2022-11-08 16:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.654 s -1.326
2022-11-08 16:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.774 s 0.322
2022-11-08 16:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.551
2022-11-08 16:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.776 s -1.126
2022-11-08 16:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.298 s 1.012
2022-11-08 16:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.386 s 0.354
2022-11-08 16:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.560
2022-11-08 16:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.200 s 0.408
2022-11-08 16:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.496
2022-11-08 16:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.857 s 1.313
2022-11-08 16:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.583 s 0.739
2022-11-08 16:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.534
2022-11-08 16:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.965 s -0.693
2022-11-08 16:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s 0.364
2022-11-08 16:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 0.596
2022-11-08 16:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.321 s 1.068
2022-11-08 16:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s 0.554
2022-11-08 16:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.710 s 0.133
2022-11-08 16:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.508 s 1.041
2022-11-08 16:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.565
2022-11-08 16:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.591 s 0.697
2022-11-08 16:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.611
2022-11-08 16:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 0.629
2022-11-08 16:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.433 s 0.728
2022-11-08 16:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.765 s 0.231
2022-11-08 16:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.846 s 1.386
2022-11-08 16:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s 0.315
2022-11-08 16:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.917 s 1.620
2022-11-08 16:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.581 s -0.288
2022-11-08 16:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.177
2022-11-08 16:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.530 s -0.136
2022-11-08 16:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.839 s -1.368
2022-11-08 16:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.534 s 0.498
2022-11-08 16:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.782 s 0.288
2022-11-08 16:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.874 s 0.835
2022-11-08 16:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.222 s 0.290
2022-11-08 16:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.118 s -0.518
2022-11-08 16:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.649 s 0.150
2022-11-08 16:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s 0.299
2022-11-08 16:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.821 s 0.497
2022-11-08 16:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.920 s -0.416
2022-11-08 16:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.952 s 0.442
2022-11-08 16:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.588
2022-11-08 16:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.292 s 0.291
2022-11-08 16:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.344
2022-11-08 16:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.326 s 0.718
2022-11-08 16:43 JavaScript Iterate Vector string 0.127 s -0.357
2022-11-08 16:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.419
2022-11-08 16:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.566
2022-11-08 16:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.135 s 0.202
2022-11-08 16:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s 0.207
2022-11-08 16:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.266 s -0.786
2022-11-08 16:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.317 s -0.807
2022-11-08 16:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.305
2022-11-08 16:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.746 s -0.862
2022-11-08 16:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.300 s 0.286
2022-11-08 16:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.134 s 0.618
2022-11-08 16:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.942 s 0.473
2022-11-08 16:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.897 s 0.526
2022-11-08 16:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.532
2022-11-08 16:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.320 s 0.353
2022-11-08 16:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.522 s 0.709
2022-11-08 16:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.568 s -0.475
2022-11-08 16:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.062 s -0.628
2022-11-08 16:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.289 s 0.575
2022-11-08 16:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.441 s 0.240
2022-11-08 16:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.938 s 0.074
2022-11-08 16:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.195 s 0.179
2022-11-08 16:07 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.609 s 0.447
2022-11-08 16:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.202 s 0.463
2022-11-08 16:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.891 s 0.390
2022-11-08 16:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.661 s 0.511
2022-11-08 16:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.288 s 0.519
2022-11-08 16:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.701 s 0.506
2022-11-08 16:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.366
2022-11-08 16:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.282 s 0.158
2022-11-08 16:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.464
2022-11-08 16:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.367 s 0.353
2022-11-08 16:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.615
2022-11-08 16:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s 0.073
2022-11-08 16:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.355 s 0.129
2022-11-08 16:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s 0.217
2022-11-08 16:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s 0.287
2022-11-08 16:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.315 s 0.344
2022-11-08 16:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s 0.250
2022-11-08 16:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.588
2022-11-08 16:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.423 s 0.708
2022-11-08 16:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.369
2022-11-08 16:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.189 s 0.538
2022-11-08 16:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.405 s 0.401
2022-11-08 16:43 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.188 s 0.078
2022-11-08 16:43 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -0.916
2022-11-08 16:43 JavaScript Table tracks, 1,000,000 0.050 s 0.072
2022-11-08 16:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s 0.379
2022-11-08 16:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.258 s 0.237
2022-11-08 16:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s 0.229
2022-11-08 16:43 JavaScript Iterate Vector uint16Array 0.002 s 0.390
2022-11-08 16:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.293 s 0.398
2022-11-08 16:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.477 s 0.604
2022-11-08 16:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.216 s 0.461
2022-11-08 16:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.424 s -0.243
2022-11-08 16:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.603 s 0.521
2022-11-08 16:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.712 s 0.500
2022-11-08 16:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s 0.286
2022-11-08 16:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.447 s 0.150
2022-11-08 16:43 JavaScript vectorFromArray booleans 0.017 s 1.335
2022-11-08 16:43 JavaScript Spread Vector uint64Array 0.012 s -2.321
2022-11-08 16:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s 0.128
2022-11-08 16:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.516
2022-11-08 16:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.235 s 0.477
2022-11-08 16:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.406
2022-11-08 16:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.402 s 0.725
2022-11-08 16:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.859 s 0.129
2022-11-08 16:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.486
2022-11-08 16:43 JavaScript Spread Vector int8Array 0.007 s -0.410
2022-11-08 16:43 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.137
2022-11-08 16:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.432 s -0.832
2022-11-08 16:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s 0.204
2022-11-08 16:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.429
2022-11-08 16:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.486
2022-11-08 16:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.379 s 0.438
2022-11-08 16:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.150 s -0.392
2022-11-08 16:43 JavaScript Spread Vector uint32Array 0.007 s 0.002
2022-11-08 16:43 JavaScript toArray Vector uint8Array
2022-11-08 16:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s 0.324
2022-11-08 16:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.020 s 0.351
2022-11-08 16:43 JavaScript vectorFromArray numbers 0.016 s 0.107
2022-11-08 16:43 JavaScript vectorFromArray dictionary 0.017 s -0.434
2022-11-08 16:43 JavaScript Iterate Vector int16Array 0.002 s 0.153
2022-11-08 16:43 JavaScript toArray Vector uint32Array
2022-11-08 16:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.375
2022-11-08 16:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.511 s 0.076
2022-11-08 16:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.263 s -0.732
2022-11-08 16:43 JavaScript Iterate Vector uint8Array 0.002 s -1.125
2022-11-08 16:43 JavaScript Iterate Vector uint32Array 0.002 s 0.096
2022-11-08 16:43 JavaScript Spread Vector dictionary 0.010 s 0.464
2022-11-08 16:43 JavaScript toArray Vector string 0.146 s -0.397
2022-11-08 16:28 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.912 s -0.919
2022-11-08 16:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.293 s 0.038
2022-11-08 16:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.200 s 0.227
2022-11-08 16:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s 0.343
2022-11-08 16:43 JavaScript Iterate Vector float64Array 0.002 s -0.666
2022-11-08 16:43 JavaScript Iterate Vector booleans 0.004 s -0.698
2022-11-08 16:43 JavaScript toArray Vector int64Array
2022-11-08 16:43 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-08 16:43 JavaScript Table tracks, 1,000,000 0.096 s -1.414
2022-11-08 16:43 JavaScript Spread Vector int16Array 0.007 s -0.733
2022-11-08 16:43 JavaScript get Vector float64Array 0.002 s 0.113
2022-11-08 16:43 JavaScript get Vector booleans 0.002 s -7.073
2022-11-08 16:43 JavaScript get Vector string 0.125 s -0.010
2022-11-08 16:43 JavaScript Iterate Vector uint64Array 0.004 s -0.132
2022-11-08 16:43 JavaScript Iterate Vector int64Array 0.004 s -0.127
2022-11-08 16:43 JavaScript Spread Vector float64Array 0.008 s -1.541
2022-11-08 16:43 JavaScript get Vector uint64Array 0.003 s 0.518
2022-11-08 16:43 JavaScript get Vector int64Array 0.003 s -0.171
2022-11-08 16:43 JavaScript Iterate Vector int8Array 0.002 s -0.915
2022-11-08 16:43 JavaScript Iterate Vector int32Array 0.002 s -0.115
2022-11-08 16:43 JavaScript Iterate Vector numbers 0.002 s -0.594
2022-11-08 16:43 JavaScript Iterate Vector dictionary 0.004 s 0.094
2022-11-08 16:43 JavaScript Spread Vector int32Array 0.007 s -0.464
2022-11-08 16:43 JavaScript Iterate Vector float32Array 0.002 s 0.287
2022-11-08 16:43 JavaScript Spread Vector uint8Array 0.007 s -0.929
2022-11-08 16:43 JavaScript get Vector uint8Array 0.003 s -0.140
2022-11-08 16:43 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.348
2022-11-08 16:43 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.453
2022-11-08 16:43 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.733
2022-11-08 16:43 JavaScript Spread Vector uint16Array 0.007 s -1.009
2022-11-08 16:43 JavaScript Spread Vector int64Array 0.012 s -2.078
2022-11-08 16:43 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.361
2022-11-08 16:43 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -1.399
2022-11-08 16:43 JavaScript Spread Vector float32Array 0.008 s -1.417
2022-11-08 16:43 JavaScript toArray Vector dictionary 0.010 s -0.465
2022-11-08 16:43 JavaScript get Vector uint32Array 0.003 s -0.432
2022-11-08 16:43 JavaScript get Vector int8Array 0.003 s 0.378
2022-11-08 16:43 JavaScript Spread Vector numbers 0.008 s -1.702
2022-11-08 16:43 JavaScript toArray Vector numbers
2022-11-08 16:43 JavaScript Spread Vector booleans 0.010 s -1.283
2022-11-08 16:43 JavaScript Spread Vector string 0.146 s 0.049
2022-11-08 16:43 JavaScript toArray Vector uint16Array
2022-11-08 16:43 JavaScript toArray Vector uint64Array
2022-11-08 16:43 JavaScript toArray Vector int16Array
2022-11-08 16:43 JavaScript toArray Vector float64Array
2022-11-08 16:43 JavaScript toArray Vector booleans 0.010 s -1.683
2022-11-08 16:43 JavaScript toArray Vector int8Array
2022-11-08 16:43 JavaScript toArray Vector int32Array
2022-11-08 16:43 JavaScript toArray Vector float32Array
2022-11-08 16:43 JavaScript get Vector float32Array 0.002 s 0.147
2022-11-08 16:43 JavaScript get Vector numbers 0.002 s 0.012
2022-11-08 16:43 JavaScript get Vector dictionary 0.002 s 0.917
2022-11-08 16:43 JavaScript get Vector uint16Array 0.003 s -0.048
2022-11-08 16:43 JavaScript get Vector int16Array 0.003 s -0.545
2022-11-08 16:43 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.262
2022-11-08 16:43 JavaScript get Vector int32Array 0.003 s -0.451
2022-11-08 16:43 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.391
2022-11-08 16:43 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 1.069
2022-11-08 16:43 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.302
2022-11-08 16:43 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-08 16:43 JavaScript Parse read recordBatches, tracks 0.000 s 0.219
2022-11-08 16:43 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-08 16:43 JavaScript Table 1,000,000, tracks 0.252 s 0.990
2022-11-08 16:43 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.168
2022-11-08 16:43 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -0.272
2022-11-08 16:43 JavaScript Parse write recordBatches, tracks 0.002 s -0.772
2022-11-08 16:43 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.279
2022-11-08 16:43 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.688
2022-11-08 16:43 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.126
2022-11-08 16:43 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-08 16:43 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.187 s 0.749
2022-11-08 16:43 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.801
2022-11-08 16:43 JavaScript Table tracks, 1,000,000 0.254 s 0.878