Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 20:35 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.273 s -1.773
2022-11-10 20:35 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.686 s -0.280
2022-11-10 20:37 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.427 s -0.329
2022-11-10 20:38 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.204 s -0.440
2022-11-10 20:39 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.229 s -0.818
2022-11-10 20:37 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.590 s -0.469
2022-11-10 20:36 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.743 s -0.892
2022-11-10 20:41 Python dataframe-to-table type_floats 0.011 s -0.064
2022-11-10 20:37 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.140 s -1.044
2022-11-10 20:41 Python dataframe-to-table type_integers 0.010 s 0.305
2022-11-10 20:40 Python dataframe-to-table chi_traffic_2020_Q1 20.304 s -0.163
2022-11-10 20:41 Python dataframe-to-table type_nested 2.934 s -2.808
2022-11-10 20:41 Python dataframe-to-table type_dict 0.012 s -0.904
2022-11-10 20:41 Python dataframe-to-table type_strings 0.443 s 0.483
2022-11-10 20:41 Python dataset-filter nyctaxi_2010-01 1.007 s -0.122
2022-11-10 20:45 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 74.073 s 1.172
2022-11-10 21:02 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.644 s -1.621
2022-11-10 21:07 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.532 s 1.482
2022-11-10 21:01 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.199 s 0.403
2022-11-10 21:01 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.652 s 0.283
2022-11-10 21:03 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.967 s -0.463
2022-11-10 21:04 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.362 s -0.102
2022-11-10 21:08 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.435 s 1.249
2022-11-10 21:03 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.608 s -0.496
2022-11-10 21:02 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.509 s -0.441
2022-11-10 21:01 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.314 s -0.284
2022-11-10 21:01 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.152 s 0.511
2022-11-10 21:01 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.212 s 0.112
2022-11-10 21:02 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.506 s -0.649
2022-11-10 21:03 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.910 s 0.319
2022-11-10 21:03 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.935 s 0.247
2022-11-10 21:07 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.042 s -0.125
2022-11-10 21:01 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.200 s -0.676
2022-11-10 21:02 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.328 s 0.034
2022-11-10 21:09 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.526 s 1.272
2022-11-10 21:01 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.051 s 0.129
2022-11-10 21:03 Python file-read lz4, feather, table, nyctaxi_2010-01 0.680 s 1.578
2022-11-10 21:08 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.366 s 1.473
2022-11-10 21:11 Python wide-dataframe use_legacy_dataset=false 0.517 s 0.152
2022-11-10 21:01 Python dataset-read async=True, nyctaxi_multi_ipc_s3 229.458 s -0.343
2022-11-10 21:03 Python file-read lz4, feather, table, fanniemae_2016Q4 0.814 s 1.377
2022-11-10 21:03 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.802 s -0.687
2022-11-10 21:03 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.377 s -0.631
2022-11-10 21:11 Python wide-dataframe use_legacy_dataset=true 0.372 s 0.527
2022-11-10 21:01 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.177 s 0.204
2022-11-10 21:02 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.661 s -1.695
2022-11-10 21:08 Python file-write lz4, feather, table, fanniemae_2016Q4 1.560 s -0.137
2022-11-10 21:09 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.058 s 1.463
2022-11-10 21:02 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.121 s 0.286
2022-11-10 21:10 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 8.963 s 1.758
2022-11-10 21:05 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.183 s 1.591
2022-11-10 20:49 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.382 s 0.408
2022-11-10 21:03 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.930 s -0.895
2022-11-10 21:09 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.596 s 1.298
2022-11-10 21:10 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.335 s 1.481
2022-11-10 21:11 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.747 s 1.505
2022-11-10 21:03 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.981 s -1.299
2022-11-10 21:04 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.030 s 0.842
2022-11-10 21:10 Python file-write lz4, feather, table, nyctaxi_2010-01 1.668 s 0.477
2022-11-10 21:01 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.051 s 0.141
2022-11-10 21:06 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.347 s 0.898
2022-11-10 21:10 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.985 s -0.471
2022-11-10 21:19 R dataframe-to-table type_dict, R 0.059 s 0.084
2022-11-10 21:19 R dataframe-to-table type_floats, R 0.013 s 0.882
2022-11-10 21:19 R dataframe-to-table chi_traffic_2020_Q1, R 4.307 s 0.000
2022-11-10 21:20 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.340 s -1.209
2022-11-10 21:19 R dataframe-to-table type_strings, R 0.537 s 0.567
2022-11-10 21:19 R dataframe-to-table type_integers, R 0.010 s 1.139
2022-11-10 21:20 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.591 s -1.108
2022-11-10 21:20 R dataframe-to-table type_nested, R 0.571 s 0.903
2022-11-10 21:20 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.330 s -0.963
2022-11-10 21:22 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.556 s -0.758
2022-11-10 21:21 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.584 s -0.992
2022-11-10 21:21 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.846 s 0.554
2022-11-10 21:22 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.906 s -0.952
2022-11-10 21:21 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.565 s 1.123
2022-11-10 21:21 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.312 s 0.605
2022-11-10 21:26 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.913 s 0.793
2022-11-10 21:21 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.555 s -1.112
2022-11-10 21:21 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.903 s -1.000
2022-11-10 21:21 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.593 s 0.422
2022-11-10 21:22 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s -0.182
2022-11-10 21:23 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.494 s 0.788
2022-11-10 21:36 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.902 s 0.617
2022-11-10 21:22 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.821 s -0.120
2022-11-10 21:22 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.583 s -0.503
2022-11-10 21:22 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.910 s -0.983
2022-11-10 21:28 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.552 s 0.803
2022-11-10 21:25 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.072 s 0.961
2022-11-10 21:28 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.951 s 0.485
2022-11-10 21:30 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.489 s 0.443
2022-11-10 21:30 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.948 s -0.155
2022-11-10 21:33 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.983 s 0.962
2022-11-10 21:32 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.410 s -0.234
2022-11-10 21:34 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.939 s 0.746
2022-11-10 21:35 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.717 s 0.860
2022-11-10 21:37 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.307 s 0.069
2022-11-10 21:38 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.314 s -0.763
2022-11-10 21:38 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.469 s -0.140
2022-11-10 21:40 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.572 s -0.388
2022-11-10 21:39 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.217 s -0.977
2022-11-10 21:40 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.550 s 0.695
2022-11-10 21:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.710 s -0.182
2022-11-10 21:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.571
2022-11-10 21:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.431 s -0.930
2022-11-10 21:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s -0.184
2022-11-10 21:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.602 s -1.538
2022-11-10 21:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.765 s 0.820
2022-11-10 21:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.709 s -0.375
2022-11-10 21:40 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.249 s -1.101
2022-11-10 21:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.600
2022-11-10 21:40 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.577 s 0.473
2022-11-10 21:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.051 s -0.529
2022-11-10 21:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.347 s -0.472
2022-11-10 22:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.718
2022-11-10 21:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.326 s 0.005
2022-11-10 21:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.282 s 0.105
2022-11-10 21:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.605 s 1.131
2022-11-10 21:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.289 s 1.642
2022-11-10 21:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.140 s -0.586
2022-11-10 21:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 1.453
2022-11-10 21:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.489
2022-11-10 21:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s -0.519
2022-11-10 21:43 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.652 s 0.750
2022-11-10 21:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.502
2022-11-10 21:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.560
2022-11-10 21:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.270 s -0.220
2022-11-10 21:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.336 s -0.797
2022-11-10 21:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 1.237
2022-11-10 21:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.367
2022-11-10 21:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 1.424
2022-11-10 21:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 1.627
2022-11-10 21:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.529 s -1.948
2022-11-10 22:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s 0.103
2022-11-10 21:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.582 s -0.145
2022-11-10 21:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.262 s 0.697
2022-11-10 21:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.285 s -0.296
2022-11-10 21:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s -0.907
2022-11-10 21:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.899 s 1.196
2022-11-10 21:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.639 s -0.491
2022-11-10 21:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 1.000
2022-11-10 21:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s -0.065
2022-11-10 21:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.715 s -0.150
2022-11-10 21:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.940
2022-11-10 21:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.655 s -0.851
2022-11-10 21:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.553
2022-11-10 21:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.230 s -1.055
2022-11-10 21:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.297 s -19.494
2022-11-10 21:48 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.683 s 0.007
2022-11-10 21:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.345 s 0.318
2022-11-10 21:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.168
2022-11-10 21:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 1.020
2022-11-10 21:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.356 s -0.782
2022-11-10 21:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 1.133
2022-11-10 21:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 1.466
2022-11-10 21:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s 0.592
2022-11-10 21:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.311 s 1.276
2022-11-10 21:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.506 s -0.405
2022-11-10 21:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.002 s 0.188
2022-11-10 21:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.286 s -0.051
2022-11-10 21:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.163 s 0.576
2022-11-10 21:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.384
2022-11-10 21:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.741
2022-11-10 21:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.586 s -0.203
2022-11-10 21:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s -0.489
2022-11-10 21:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s -0.360
2022-11-10 21:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 1.100
2022-11-10 21:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.434 s 1.103
2022-11-10 21:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.942 s 1.092
2022-11-10 21:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.296 s 1.069
2022-11-10 21:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.998
2022-11-10 21:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.324 s 1.028
2022-11-10 21:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.120 s 0.551
2022-11-10 21:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.877 s -2.016
2022-11-10 21:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.657 s -0.698
2022-11-10 21:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.229
2022-11-10 21:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 1.044
2022-11-10 21:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.428
2022-11-10 21:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.686
2022-11-10 21:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 1.139
2022-11-10 21:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.896 s 0.752
2022-11-10 21:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.628 s 1.129
2022-11-10 21:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s 0.037
2022-11-10 21:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 1.433
2022-11-10 21:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.750 s -0.591
2022-11-10 21:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.678 s -1.318
2022-11-10 21:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.420 s -0.433
2022-11-10 22:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.942
2022-11-10 21:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.084
2022-11-10 21:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.286 s -0.528
2022-11-10 21:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.526 s -0.099
2022-11-10 22:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.235 s 0.546
2022-11-10 21:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.341 s 0.168
2022-11-10 22:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.321 s 1.602
2022-11-10 22:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.941
2022-11-10 22:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.293
2022-11-10 21:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s -0.604
2022-11-10 21:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.386 s -0.248
2022-11-10 21:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.767 s -0.259
2022-11-10 21:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.085
2022-11-10 21:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.895 s 0.454
2022-11-10 21:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.258 s -0.762
2022-11-10 21:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.293 s 0.355
2022-11-10 22:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.584 s 0.387
2022-11-10 22:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.332 s -0.392
2022-11-10 22:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.749 s -0.208
2022-11-10 22:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.293 s -0.273
2022-11-10 21:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.201 s -0.331
2022-11-10 21:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.182 s -0.287
2022-11-10 22:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.424 s 0.524
2022-11-10 22:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s -0.180
2022-11-10 21:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.869 s -0.418
2022-11-10 21:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.470 s -1.071
2022-11-10 22:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 0.983
2022-11-10 22:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.176
2022-11-10 22:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.822 s 0.125
2022-11-10 22:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s -0.251
2022-11-10 22:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.034
2022-11-10 22:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.472 s 0.530
2022-11-10 22:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.910 s 0.468
2022-11-10 22:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s -0.372
2022-11-10 22:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.581 s -0.451
2022-11-10 22:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.391
2022-11-10 22:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.277
2022-11-10 22:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.515 s -0.512
2022-11-10 22:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.609 s -1.252
2022-11-10 22:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.595 s -0.538
2022-11-10 22:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.317 s 2.442
2022-11-10 22:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.140
2022-11-10 22:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.215 s 0.956
2022-11-10 22:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.518 s 1.960
2022-11-10 22:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.876 s 1.712
2022-11-10 22:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -0.544
2022-11-10 22:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.031 s 0.663
2022-11-10 22:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s -0.025
2022-11-10 22:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.216 s -0.285
2022-11-10 22:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.993 s -1.796
2022-11-10 22:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.318 s -1.044
2022-11-10 22:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.091
2022-11-10 22:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.538 s -0.061
2022-11-10 22:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.600 s 0.993
2022-11-10 22:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.445 s 0.007
2022-11-10 22:29 JavaScript Table tracks, 1,000,000 0.265 s 0.406
2022-11-10 22:29 JavaScript Table 1,000,000, tracks 0.261 s 0.561
2022-11-10 22:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.169
2022-11-10 22:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.661 s 0.178
2022-11-10 22:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.068 s -0.120
2022-11-10 22:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.498 s 1.623
2022-11-10 22:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.065
2022-11-10 22:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.701 s 1.943
2022-11-10 22:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.155
2022-11-10 22:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.260 s -0.151
2022-11-10 22:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.342
2022-11-10 22:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.312 s -1.322
2022-11-10 22:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.258 s 0.248
2022-11-10 22:28 JavaScript vectorFromArray numbers 0.016 s 0.393
2022-11-10 22:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.369 s -0.785
2022-11-10 22:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s -0.439
2022-11-10 22:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.870 s 0.935
2022-11-10 22:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.417 s 0.091
2022-11-10 22:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.107 s 0.642
2022-11-10 22:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.304 s -0.198
2022-11-10 22:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.289 s 0.378
2022-11-10 22:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.376 s 0.868
2022-11-10 22:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.317
2022-11-10 22:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s -0.144
2022-11-10 22:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.772 s 1.134
2022-11-10 22:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.772 s 1.131
2022-11-10 22:28 JavaScript Spread Vector int32Array 0.007 s -0.338
2022-11-10 22:28 JavaScript toArray Vector float32Array
2022-11-10 22:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.263 s -0.720
2022-11-10 22:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.320 s -1.035
2022-11-10 22:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.866 s -0.717
2022-11-10 22:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.947 s -1.608
2022-11-10 22:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.192 s 0.380
2022-11-10 22:28 JavaScript vectorFromArray dictionary 0.017 s 0.917
2022-11-10 22:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.506
2022-11-10 22:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.403 s 1.034
2022-11-10 22:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.791 s -0.043
2022-11-10 22:28 JavaScript toArray Vector uint16Array
2022-11-10 22:28 JavaScript toArray Vector uint32Array
2022-11-10 22:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.959 s -1.754
2022-11-10 22:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.137
2022-11-10 22:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.207 s 0.554
2022-11-10 22:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.428 s -0.843
2022-11-10 22:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.438 s -1.290
2022-11-10 22:28 JavaScript Iterate Vector float64Array 0.002 s -0.507
2022-11-10 22:28 JavaScript Spread Vector int64Array 0.012 s -0.114
2022-11-10 22:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s -0.286
2022-11-10 22:28 JavaScript toArray Vector numbers
2022-11-10 22:28 JavaScript toArray Vector booleans 0.010 s 0.430
2022-11-10 22:28 JavaScript toArray Vector dictionary 0.010 s 0.207
2022-11-10 22:28 JavaScript toArray Vector string 0.146 s 0.043
2022-11-10 22:29 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-10 22:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.319 s -0.793
2022-11-10 22:28 JavaScript vectorFromArray booleans 0.018 s -0.667
2022-11-10 22:28 JavaScript Iterate Vector uint8Array 0.002 s -1.077
2022-11-10 22:28 JavaScript Iterate Vector uint32Array 0.002 s 0.301
2022-11-10 22:28 JavaScript Iterate Vector uint64Array 0.004 s 0.407
2022-11-10 22:28 JavaScript Iterate Vector int8Array 0.002 s -0.931
2022-11-10 22:29 JavaScript Table tracks, 1,000,000 0.050 s 0.106
2022-11-10 22:28 JavaScript Iterate Vector uint16Array 0.002 s 0.200
2022-11-10 22:28 JavaScript Iterate Vector int16Array 0.002 s -0.039
2022-11-10 22:28 JavaScript Iterate Vector int32Array 0.002 s 0.021
2022-11-10 22:28 JavaScript Iterate Vector int64Array 0.004 s 0.192
2022-11-10 22:28 JavaScript Iterate Vector float32Array 0.002 s 0.034
2022-11-10 22:28 JavaScript Spread Vector float32Array 0.008 s -0.481
2022-11-10 22:28 JavaScript Iterate Vector numbers 0.002 s -0.468
2022-11-10 22:28 JavaScript Iterate Vector booleans 0.004 s 0.175
2022-11-10 22:28 JavaScript Iterate Vector dictionary 0.004 s 0.195
2022-11-10 22:28 JavaScript Iterate Vector string 0.127 s -0.571
2022-11-10 22:28 JavaScript Spread Vector uint8Array 0.006 s 0.388
2022-11-10 22:28 JavaScript Spread Vector uint16Array 0.006 s 0.070
2022-11-10 22:28 JavaScript Spread Vector uint32Array 0.007 s 0.062
2022-11-10 22:28 JavaScript Spread Vector uint64Array 0.012 s -0.566
2022-11-10 22:28 JavaScript Spread Vector int8Array 0.006 s 0.077
2022-11-10 22:28 JavaScript Spread Vector int16Array 0.006 s 0.616
2022-11-10 22:28 JavaScript toArray Vector uint64Array
2022-11-10 22:28 JavaScript get Vector float32Array 0.002 s 0.150
2022-11-10 22:28 JavaScript Spread Vector float64Array 0.008 s 0.151
2022-11-10 22:28 JavaScript Spread Vector dictionary 0.010 s 0.383
2022-11-10 22:28 JavaScript Spread Vector string 0.145 s 0.245
2022-11-10 22:28 JavaScript toArray Vector uint8Array
2022-11-10 22:28 JavaScript toArray Vector int16Array
2022-11-10 22:28 JavaScript toArray Vector int32Array
2022-11-10 22:28 JavaScript toArray Vector int64Array
2022-11-10 22:28 JavaScript Spread Vector numbers 0.008 s 0.747
2022-11-10 22:28 JavaScript Spread Vector booleans 0.010 s -0.153
2022-11-10 22:28 JavaScript toArray Vector int8Array
2022-11-10 22:28 JavaScript get Vector uint32Array 0.003 s -0.495
2022-11-10 22:28 JavaScript get Vector uint64Array 0.003 s 0.531
2022-11-10 22:28 JavaScript get Vector int8Array 0.003 s 0.390
2022-11-10 22:28 JavaScript toArray Vector float64Array
2022-11-10 22:28 JavaScript get Vector numbers 0.002 s 0.007
2022-11-10 22:29 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.253
2022-11-10 22:29 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-10 22:29 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.091
2022-11-10 22:29 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.033 s -2.428
2022-11-10 22:28 JavaScript get Vector uint8Array 0.003 s -0.429
2022-11-10 22:28 JavaScript get Vector uint16Array 0.003 s -0.152
2022-11-10 22:28 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.328
2022-11-10 22:29 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.459
2022-11-10 22:29 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.536
2022-11-10 22:29 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-10 22:28 JavaScript get Vector int16Array 0.003 s -0.302
2022-11-10 22:28 JavaScript get Vector int32Array 0.003 s -0.459
2022-11-10 22:28 JavaScript Parse write recordBatches, tracks 0.002 s 0.365
2022-11-10 22:29 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.142
2022-11-10 22:29 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.190 s -0.736
2022-11-10 22:28 JavaScript get Vector int64Array 0.003 s 0.296
2022-11-10 22:29 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.664
2022-11-10 22:29 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.751
2022-11-10 22:29 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.765
2022-11-10 22:29 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.091
2022-11-10 22:29 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -0.904
2022-11-10 22:28 JavaScript get Vector float64Array 0.002 s 0.095
2022-11-10 22:28 JavaScript get Vector booleans 0.002 s 0.437
2022-11-10 22:28 JavaScript get Vector dictionary 0.002 s 0.344
2022-11-10 22:28 JavaScript get Vector string 0.124 s 0.233
2022-11-10 22:28 JavaScript Parse read recordBatches, tracks 0.000 s -0.066
2022-11-10 22:29 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.141
2022-11-10 22:29 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.643
2022-11-10 22:29 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -0.310
2022-11-10 22:29 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.290
2022-11-10 22:29 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-10 22:29 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.187 s 0.541
2022-11-10 22:29 JavaScript Table tracks, 1,000,000 0.096 s -0.640
2022-11-10 22:29 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.188