Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 10:26 Python dataframe-to-table type_dict 0.011 s 0.302
2022-11-15 10:21 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.667 s 1.746
2022-11-15 10:24 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.564 s 1.725
2022-11-15 10:22 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 13.884 s 1.769
2022-11-15 10:22 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 13.938 s 1.634
2022-11-15 10:23 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.118 s 1.166
2022-11-15 10:26 Python dataframe-to-table type_strings 0.454 s -0.812
2022-11-15 10:26 Python dataframe-to-table type_integers 0.010 s -0.568
2022-11-15 10:26 Python dataframe-to-table type_nested 2.863 s -0.745
2022-11-15 10:24 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.636 s 1.730
2022-11-15 10:31 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 82.977 s 0.081
2022-11-15 10:23 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.422 s 0.626
2022-11-15 10:21 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.256 s -0.446
2022-11-15 10:26 Python dataframe-to-table type_floats 0.011 s -0.538
2022-11-15 10:35 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.064 s 0.481
2022-11-15 10:26 Python dataframe-to-table chi_traffic_2020_Q1 20.206 s 0.249
2022-11-15 10:27 Python dataset-filter nyctaxi_2010-01 1.011 s -0.258
2022-11-15 10:46 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.089 s 1.004
2022-11-15 10:46 Python dataset-read async=True, nyctaxi_multi_ipc_s3 217.315 s 0.597
2022-11-15 10:46 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.043 s 0.184
2022-11-15 10:46 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.164 s 0.406
2022-11-15 10:46 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.302 s -0.055
2022-11-15 10:47 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.665 s 0.122
2022-11-15 10:46 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.197 s 0.365
2022-11-15 10:47 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.173 s -1.770
2022-11-15 10:47 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.657 s -1.195
2022-11-15 10:46 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.044 s 0.198
2022-11-15 10:47 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.159 s 0.000
2022-11-15 10:47 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.337 s -1.021
2022-11-15 10:47 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.199 s -0.373
2022-11-15 10:47 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.575 s -1.617
2022-11-15 10:48 Python file-read lz4, feather, table, fanniemae_2016Q4 0.820 s 0.535
2022-11-15 10:47 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.652 s -1.487
2022-11-15 10:47 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.518 s -0.776
2022-11-15 10:48 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.794 s -0.407
2022-11-15 10:53 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.963 s -0.621
2022-11-15 10:48 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.376 s -0.440
2022-11-15 10:49 Python file-read lz4, feather, table, nyctaxi_2010-01 0.689 s -0.275
2022-11-15 10:52 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.028 s -0.062
2022-11-15 10:51 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.355 s 0.665
2022-11-15 11:05 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.333 s -1.424
2022-11-15 10:54 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.591 s 1.128
2022-11-15 10:56 Python file-write lz4, feather, table, nyctaxi_2010-01 1.652 s 0.490
2022-11-15 10:48 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.974 s -0.770
2022-11-15 10:48 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.933 s 0.533
2022-11-15 10:56 Python wide-dataframe use_legacy_dataset=false 0.506 s 0.914
2022-11-15 10:49 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.032 s 0.644
2022-11-15 10:49 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.369 s -0.117
2022-11-15 10:54 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.139 s 0.355
2022-11-15 10:55 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.074 s 0.157
2022-11-15 10:56 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.507 s -0.990
2022-11-15 11:05 R dataframe-to-table type_floats, R 0.013 s 0.658
2022-11-15 11:04 R dataframe-to-table chi_traffic_2020_Q1, R 4.282 s 0.429
2022-11-15 10:48 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.955 s 0.240
2022-11-15 10:52 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.011 s -0.001
2022-11-15 10:48 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.913 s 0.320
2022-11-15 10:48 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.934 s -0.993
2022-11-15 10:56 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.428
2022-11-15 11:05 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.588 s -1.149
2022-11-15 10:50 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.704 s -0.005
2022-11-15 10:53 Python file-write lz4, feather, table, fanniemae_2016Q4 1.553 s 0.375
2022-11-15 11:06 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.311 s 1.409
2022-11-15 10:55 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.527 s 0.954
2022-11-15 11:04 R dataframe-to-table type_strings, R 0.538 s 0.399
2022-11-15 10:49 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.612 s -0.522
2022-11-15 10:54 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.877 s -0.346
2022-11-15 10:55 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.978 s -0.085
2022-11-15 11:04 R dataframe-to-table type_integers, R 0.010 s 0.692
2022-11-15 11:07 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.554 s -0.675
2022-11-15 11:07 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.817 s 1.029
2022-11-15 11:11 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.918 s 0.577
2022-11-15 11:06 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.599 s -0.470
2022-11-15 10:56 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.892 s -0.704
2022-11-15 11:06 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.578 s -1.178
2022-11-15 11:06 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.845 s 0.643
2022-11-15 11:07 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.897 s -0.340
2022-11-15 11:07 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.215 s 0.820
2022-11-15 11:04 R dataframe-to-table type_dict, R 0.067 s -0.975
2022-11-15 11:15 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.907 s 0.917
2022-11-15 11:05 R dataframe-to-table type_nested, R 0.571 s 0.994
2022-11-15 11:05 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.337 s -1.224
2022-11-15 11:06 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.550 s -0.788
2022-11-15 11:06 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.566 s 0.946
2022-11-15 11:07 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.893 s -0.288
2022-11-15 11:10 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.106 s 0.581
2022-11-15 11:07 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.579 s 0.541
2022-11-15 11:08 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.482 s 0.682
2022-11-15 11:08 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.897 s 1.519
2022-11-15 11:14 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.957 s -0.764
2022-11-15 11:13 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.540 s 0.674
2022-11-15 11:17 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.386 s 0.496
2022-11-15 11:16 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.492 s 0.537
2022-11-15 11:20 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.711 s 1.519
2022-11-15 11:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.279
2022-11-15 11:19 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.936 s 0.943
2022-11-15 11:18 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.987 s 1.395
2022-11-15 11:24 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.220 s -1.021
2022-11-15 11:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.651 s 0.789
2022-11-15 11:22 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.309 s -0.413
2022-11-15 11:21 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.890 s 1.135
2022-11-15 11:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.709 s -0.310
2022-11-15 11:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s -0.638
2022-11-15 11:25 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.553 s 0.220
2022-11-15 11:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.425 s 0.405
2022-11-15 11:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.249
2022-11-15 11:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.010 s -1.256
2022-11-15 11:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.799
2022-11-15 11:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.586 s -0.391
2022-11-15 11:23 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.311 s -0.678
2022-11-15 11:25 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.555 s -0.383
2022-11-15 11:25 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.578 s 0.445
2022-11-15 11:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s -0.129
2022-11-15 11:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s -0.296
2022-11-15 11:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s -0.286
2022-11-15 11:25 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.249 s -0.986
2022-11-15 11:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.194 s -0.101
2022-11-15 11:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.045 s -0.092
2022-11-15 11:23 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.467 s 0.751
2022-11-15 11:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.542
2022-11-15 11:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.469
2022-11-15 11:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.297 s 0.800
2022-11-15 11:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.639
2022-11-15 11:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.296 s 1.354
2022-11-15 11:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.741
2022-11-15 11:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.916 s -0.379
2022-11-15 11:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 1.133
2022-11-15 11:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.225 s 1.621
2022-11-15 11:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.257 s 0.731
2022-11-15 11:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.309 s 1.524
2022-11-15 11:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.361
2022-11-15 11:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.497 s -0.235
2022-11-15 11:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.353
2022-11-15 11:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 1.598
2022-11-15 11:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 1.665
2022-11-15 11:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 0.178
2022-11-15 11:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.323 s 1.370
2022-11-15 11:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.902 s 0.032
2022-11-15 11:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 1.231
2022-11-15 11:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.634 s 0.039
2022-11-15 11:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.739 s -0.789
2022-11-15 11:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.173 s -0.176
2022-11-15 11:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.232
2022-11-15 11:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.373
2022-11-15 11:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s 0.416
2022-11-15 11:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.054
2022-11-15 11:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.165
2022-11-15 11:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s -0.452
2022-11-15 11:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s -0.359
2022-11-15 11:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.349 s -1.224
2022-11-15 11:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.547
2022-11-15 11:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.175 s -0.190
2022-11-15 11:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.506 s -0.555
2022-11-15 11:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.365 s 0.209
2022-11-15 11:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 0.648
2022-11-15 11:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.285 s -0.630
2022-11-15 11:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.625
2022-11-15 11:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.652 s -0.169
2022-11-15 11:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.773 s -0.346
2022-11-15 11:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.579 s -0.076
2022-11-15 11:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.338 s 0.706
2022-11-15 11:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.386 s -0.226
2022-11-15 11:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.329 s 1.240
2022-11-15 11:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 1.034
2022-11-15 11:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.712 s -0.764
2022-11-15 11:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 1.129
2022-11-15 11:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.772 s -1.271
2022-11-15 11:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.168 s -1.208
2022-11-15 11:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s -0.034
2022-11-15 11:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.297 s 1.103
2022-11-15 11:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.421 s -0.703
2022-11-15 11:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.758 s -0.778
2022-11-15 11:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.951
2022-11-15 11:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.690
2022-11-15 11:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.154 s -0.209
2022-11-15 11:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -0.234
2022-11-15 11:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.827 s -1.893
2022-11-15 11:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.541
2022-11-15 11:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.605 s 0.789
2022-11-15 11:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.531 s -2.513
2022-11-15 11:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.530
2022-11-15 11:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.326 s -0.230
2022-11-15 11:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.249 s 2.029
2022-11-15 11:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.328 s -0.251
2022-11-15 11:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.293 s 0.246
2022-11-15 11:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s -0.446
2022-11-15 11:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.581 s -0.492
2022-11-15 11:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.250 s -0.747
2022-11-15 11:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.517
2022-11-15 11:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.424 s 0.643
2022-11-15 11:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.772 s -0.653
2022-11-15 11:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.892
2022-11-15 11:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s 0.738
2022-11-15 11:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.245 s 1.618
2022-11-15 11:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.070
2022-11-15 11:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 1.080
2022-11-15 11:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.944 s 1.071
2022-11-15 11:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.897 s 0.030
2022-11-15 11:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 1.147
2022-11-15 11:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 1.180
2022-11-15 11:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 1.222
2022-11-15 11:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.584 s 0.273
2022-11-15 11:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.860 s 0.066
2022-11-15 11:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.871 s -0.939
2022-11-15 11:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.733 s -0.431
2022-11-15 11:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.334 s -0.465
2022-11-15 11:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.329 s 0.759
2022-11-15 11:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.648 s -0.056
2022-11-15 11:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s -0.029
2022-11-15 11:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.200 s 0.529
2022-11-15 11:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.909 s 0.574
2022-11-15 11:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 1.035
2022-11-15 11:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.152 s 0.354
2022-11-15 11:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.042 s 0.445
2022-11-15 11:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.405 s 0.321
2022-11-15 11:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.942 s 0.513
2022-11-15 11:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.357
2022-11-15 11:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.886 s 0.184
2022-11-15 11:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.457
2022-11-15 11:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.167
2022-11-15 11:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.355 s -0.243
2022-11-15 11:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s -0.028
2022-11-15 11:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.210 s 0.570
2022-11-15 12:13 JavaScript Spread Vector uint16Array 0.007 s -0.037
2022-11-15 11:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s 0.235
2022-11-15 11:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.517 s -0.021
2022-11-15 11:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.281 s 1.105
2022-11-15 11:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.475
2022-11-15 11:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.434
2022-11-15 11:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.250
2022-11-15 11:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.773
2022-11-15 11:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.862 s -0.148
2022-11-15 12:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.597 s 0.773
2022-11-15 11:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.856
2022-11-15 11:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.692
2022-11-15 11:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.318 s -0.655
2022-11-15 11:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.800
2022-11-15 11:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.319 s 1.387
2022-11-15 11:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.518 s 1.650
2022-11-15 11:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.370 s -0.936
2022-11-15 11:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.782 s -0.624
2022-11-15 11:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.917 s -1.238
2022-11-15 12:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s -0.341
2022-11-15 12:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s -0.322
2022-11-15 11:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.519 s -1.138
2022-11-15 11:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.510 s -0.476
2022-11-15 11:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.485
2022-11-15 11:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.427 s -0.474
2022-11-15 11:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 0.409
2022-11-15 11:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.598 s -0.161
2022-11-15 11:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.303 s -0.485
2022-11-15 12:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.297 s -0.007
2022-11-15 11:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.580 s -0.394
2022-11-15 11:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.189 s 0.981
2022-11-15 11:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.255 s 1.701
2022-11-15 11:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.189 s 0.669
2022-11-15 11:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.214 s 0.429
2022-11-15 11:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.433 s -0.630
2022-11-15 11:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.723 s -1.691
2022-11-15 11:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s -0.170
2022-11-15 11:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.243 s -0.474
2022-11-15 11:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.216 s 0.087
2022-11-15 11:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.446
2022-11-15 11:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.548 s -1.815
2022-11-15 11:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.287 s 1.097
2022-11-15 11:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.599 s 1.569
2022-11-15 11:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.318 s -0.813
2022-11-15 11:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.663 s 0.159
2022-11-15 11:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.411 s 0.062
2022-11-15 11:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -0.164
2022-11-15 12:13 JavaScript Iterate Vector uint8Array 0.002 s -0.216
2022-11-15 12:13 JavaScript Spread Vector float32Array 0.008 s -0.096
2022-11-15 11:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.938 s 0.688
2022-11-15 12:02 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.310 s -2.541
2022-11-15 11:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.063 s -0.330
2022-11-15 11:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.970 s -2.092
2022-11-15 11:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.144 s -1.061
2022-11-15 11:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.384 s -0.743
2022-11-15 11:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.436 s 0.349
2022-11-15 12:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s -0.878
2022-11-15 12:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.300 s 0.966
2022-11-15 12:13 JavaScript Spread Vector uint32Array 0.007 s -0.133
2022-11-15 12:13 JavaScript Spread Vector int8Array 0.007 s -0.197
2022-11-15 12:13 JavaScript Spread Vector int32Array 0.007 s -0.013
2022-11-15 12:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.114
2022-11-15 12:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.445 s 0.158
2022-11-15 12:13 JavaScript Iterate Vector string 0.137 s -7.007
2022-11-15 12:13 JavaScript Spread Vector float64Array 0.008 s -0.226
2022-11-15 12:13 JavaScript Spread Vector booleans 0.010 s 1.163
2022-11-15 12:13 JavaScript Table tracks, 1,000,000 0.278 s -0.270
2022-11-15 12:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.503
2022-11-15 12:13 JavaScript vectorFromArray numbers 0.016 s -0.299
2022-11-15 12:13 JavaScript vectorFromArray dictionary 0.017 s 0.715
2022-11-15 12:13 JavaScript Iterate Vector uint16Array 0.002 s 1.538
2022-11-15 12:13 JavaScript Iterate Vector uint64Array 0.004 s 0.491
2022-11-15 12:13 JavaScript Spread Vector string 0.156 s -6.483
2022-11-15 12:13 JavaScript get Vector uint32Array 0.003 s -1.108
2022-11-15 12:13 JavaScript get Vector int8Array 0.003 s -0.663
2022-11-15 12:13 JavaScript get Vector dictionary 0.002 s -0.207
2022-11-15 12:13 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.530
2022-11-15 12:13 JavaScript Iterate Vector int64Array 0.004 s -0.295
2022-11-15 12:13 JavaScript Iterate Vector booleans 0.004 s 0.458
2022-11-15 12:13 JavaScript toArray Vector int16Array
2022-11-15 12:13 JavaScript get Vector float64Array 0.002 s 0.137
2022-11-15 12:13 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.188 s 0.085
2022-11-15 12:13 JavaScript Iterate Vector int32Array 0.002 s 1.778
2022-11-15 12:13 JavaScript Iterate Vector float32Array 0.002 s -1.465
2022-11-15 12:13 JavaScript toArray Vector int32Array
2022-11-15 12:13 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.335
2022-11-15 12:13 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -1.038
2022-11-15 12:13 JavaScript Table tracks, 1,000,000 0.096 s -0.545
2022-11-15 12:13 JavaScript Iterate Vector numbers 0.002 s -0.840
2022-11-15 12:13 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.570
2022-11-15 12:13 JavaScript Table tracks, 1,000,000 0.050 s 0.085
2022-11-15 12:13 JavaScript Table 1,000,000, tracks 0.270 s 0.069
2022-11-15 12:13 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.033 s -0.581
2022-11-15 12:13 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -0.105
2022-11-15 12:13 JavaScript Iterate Vector int16Array 0.002 s 1.443
2022-11-15 12:13 JavaScript Spread Vector uint64Array 0.012 s 0.827
2022-11-15 12:13 JavaScript Spread Vector int16Array 0.007 s -0.101
2022-11-15 12:13 JavaScript toArray Vector string 0.155 s -6.299
2022-11-15 12:13 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.549
2022-11-15 12:13 JavaScript vectorFromArray booleans 0.017 s 0.635
2022-11-15 12:13 JavaScript get Vector float32Array 0.002 s 0.071
2022-11-15 12:13 JavaScript Parse read recordBatches, tracks 0.000 s 0.235
2022-11-15 12:13 JavaScript Iterate Vector uint32Array 0.002 s 0.871
2022-11-15 12:13 JavaScript Iterate Vector int8Array 0.002 s -0.267
2022-11-15 12:13 JavaScript Iterate Vector dictionary 0.004 s 0.967
2022-11-15 12:13 JavaScript Spread Vector uint8Array 0.007 s 0.035
2022-11-15 12:13 JavaScript toArray Vector numbers
2022-11-15 12:13 JavaScript toArray Vector dictionary 0.010 s -1.063
2022-11-15 12:13 JavaScript Iterate Vector float64Array 0.002 s -0.915
2022-11-15 12:13 JavaScript Spread Vector int64Array 0.012 s -1.423
2022-11-15 12:13 JavaScript Spread Vector numbers 0.008 s -0.605
2022-11-15 12:13 JavaScript Spread Vector dictionary 0.010 s -0.407
2022-11-15 12:13 JavaScript toArray Vector uint8Array
2022-11-15 12:13 JavaScript toArray Vector uint32Array
2022-11-15 12:13 JavaScript toArray Vector int8Array
2022-11-15 12:13 JavaScript toArray Vector float32Array
2022-11-15 12:13 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.215
2022-11-15 12:13 JavaScript toArray Vector uint16Array
2022-11-15 12:13 JavaScript toArray Vector uint64Array
2022-11-15 12:13 JavaScript get Vector booleans 0.002 s 0.573
2022-11-15 12:13 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-15 12:13 JavaScript toArray Vector int64Array
2022-11-15 12:13 JavaScript toArray Vector booleans 0.010 s 0.916
2022-11-15 12:13 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -1.036
2022-11-15 12:13 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.875
2022-11-15 12:13 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.639
2022-11-15 12:13 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 12:13 JavaScript toArray Vector float64Array
2022-11-15 12:13 JavaScript get Vector string 0.135 s -6.976
2022-11-15 12:13 JavaScript Parse write recordBatches, tracks 0.002 s -0.412
2022-11-15 12:13 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -1.071
2022-11-15 12:13 JavaScript get Vector uint8Array 0.003 s -0.571
2022-11-15 12:13 JavaScript get Vector uint16Array 0.003 s -0.945
2022-11-15 12:13 JavaScript get Vector uint64Array 0.003 s -0.412
2022-11-15 12:13 JavaScript get Vector int16Array 0.003 s -1.161
2022-11-15 12:13 JavaScript get Vector int64Array 0.003 s -0.094
2022-11-15 12:13 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.098
2022-11-15 12:13 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.588
2022-11-15 12:13 JavaScript get Vector int32Array 0.003 s -0.838
2022-11-15 12:13 JavaScript get Vector numbers 0.002 s 0.110
2022-11-15 12:13 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 12:13 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.711
2022-11-15 12:13 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.865
2022-11-15 12:13 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-15 12:13 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.187 s 0.425
2022-11-15 12:13 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.116