Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 16:29 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.683 s -0.475
2022-11-23 16:29 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.268 s -1.403
2022-11-23 16:32 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.130 s -0.188
2022-11-23 16:30 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.534 s -0.815
2022-11-23 16:31 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.493 s -0.821
2022-11-23 16:31 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.423 s 0.223
2022-11-23 16:33 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.171 s -1.101
2022-11-23 16:32 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.156 s -0.758
2022-11-23 16:35 Python dataframe-to-table type_strings 0.451 s -0.521
2022-11-23 16:35 Python dataframe-to-table type_nested 2.903 s -0.609
2022-11-23 16:35 Python dataset-filter nyctaxi_2010-01 1.011 s -0.407
2022-11-23 16:35 Python dataframe-to-table type_integers 0.010 s 0.129
2022-11-23 16:35 Python dataframe-to-table chi_traffic_2020_Q1 20.535 s -0.989
2022-11-23 16:35 Python dataframe-to-table type_dict 0.012 s -0.664
2022-11-23 16:35 Python dataframe-to-table type_floats 0.011 s 0.097
2022-11-23 16:55 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.513 s 0.109
2022-11-23 16:54 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.198 s -0.391
2022-11-23 16:56 Python file-read lz4, feather, table, fanniemae_2016Q4 0.819 s 0.805
2022-11-23 16:57 Python file-read lz4, feather, table, nyctaxi_2010-01 0.687 s 0.026
2022-11-23 16:54 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.047 s 0.162
2022-11-23 16:55 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.645 s -0.558
2022-11-23 16:39 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 71.090 s 1.350
2022-11-23 17:00 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.841 s 0.105
2022-11-23 16:43 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.482 s 0.462
2022-11-23 16:56 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.621 s 1.677
2022-11-23 16:57 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.026 s 0.308
2022-11-23 16:54 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.056 s -0.033
2022-11-23 16:55 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.162 s 0.172
2022-11-23 16:55 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.658 s -0.474
2022-11-23 16:55 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.513 s -0.099
2022-11-23 16:56 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.936 s -0.104
2022-11-23 16:54 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.186 s 0.538
2022-11-23 16:55 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.200 s 0.081
2022-11-23 16:57 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.341 s 0.607
2022-11-23 17:00 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.098 s -0.554
2022-11-23 17:01 Python file-write lz4, feather, table, fanniemae_2016Q4 1.561 s -0.415
2022-11-23 16:58 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.534 s 0.100
2022-11-23 17:14 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.317 s 0.052
2022-11-23 17:15 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.554 s 0.087
2022-11-23 16:54 Python dataset-read async=True, nyctaxi_multi_ipc_s3 216.599 s 0.661
2022-11-23 16:54 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.297 s 0.179
2022-11-23 16:55 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.316 s 1.399
2022-11-23 17:03 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.964 s 0.549
2022-11-23 17:14 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.863 s -0.013
2022-11-23 17:02 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.602 s 0.099
2022-11-23 17:03 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.523 s 0.339
2022-11-23 17:04 Python file-write lz4, feather, table, nyctaxi_2010-01 1.797 s -1.134
2022-11-23 16:56 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.920 s 0.289
2022-11-23 17:04 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.805 s 0.266
2022-11-23 17:14 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.606 s 0.028
2022-11-23 17:16 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.583 s 0.101
2022-11-23 16:56 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.962 s 0.484
2022-11-23 17:13 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.596 s -0.780
2022-11-23 16:55 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.122 s 0.602
2022-11-23 16:54 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.246 s -1.015
2022-11-23 16:54 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.660 s 0.442
2022-11-23 16:56 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.204 s 1.636
2022-11-23 16:59 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.361 s 0.163
2022-11-23 16:56 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.980 s -0.790
2022-11-23 16:56 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.926 s -0.055
2022-11-23 17:33 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.227 s -0.765
2022-11-23 16:56 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.551 s 1.555
2022-11-23 17:14 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.085
2022-11-23 17:31 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.325 s -0.920
2022-11-23 17:13 R dataframe-to-table type_floats, R 0.013 s 0.939
2022-11-23 17:29 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.913 s 0.083
2022-11-23 17:02 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.095 s 0.384
2022-11-23 17:15 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.551 s 0.049
2022-11-23 17:19 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.931 s -0.132
2022-11-23 17:16 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.906 s 0.102
2022-11-23 17:03 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.005 s 0.548
2022-11-23 17:13 R dataframe-to-table type_nested, R 0.571 s 0.586
2022-11-23 17:01 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.741 s -0.028
2022-11-23 17:12 R dataframe-to-table type_strings, R 0.537 s 0.490
2022-11-23 17:02 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.839 s -0.414
2022-11-23 17:13 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.335 s -0.383
2022-11-23 17:04 Python wide-dataframe use_legacy_dataset=true 0.372 s 0.442
2022-11-23 17:22 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.956 s -0.296
2022-11-23 17:30 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.311 s -0.920
2022-11-23 17:03 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.481 s -0.885
2022-11-23 17:15 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.215 s 0.143
2022-11-23 17:24 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.489 s 0.763
2022-11-23 17:27 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.950 s 0.225
2022-11-23 17:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s -0.073
2022-11-23 17:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.852 s 1.954
2022-11-23 17:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.251 s -0.650
2022-11-23 17:04 Python wide-dataframe use_legacy_dataset=false 0.512 s 0.238
2022-11-23 17:12 R dataframe-to-table chi_traffic_2020_Q1, R 4.343 s -1.280
2022-11-23 17:15 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.905 s -0.200
2022-11-23 17:12 R dataframe-to-table type_dict, R 0.058 s -0.296
2022-11-23 17:14 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.581 s -0.465
2022-11-23 17:15 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.819 s 0.118
2022-11-23 17:21 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.557 s 0.143
2022-11-23 17:13 R dataframe-to-table type_integers, R 0.010 s 0.444
2022-11-23 17:25 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.407 s -0.234
2022-11-23 17:33 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.245 s 0.466
2022-11-23 17:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.263
2022-11-23 17:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.282 s 0.193
2022-11-23 17:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.598
2022-11-23 17:17 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.496 s 0.117
2022-11-23 17:32 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.467 s 0.673
2022-11-23 17:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.507
2022-11-23 17:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.199 s -2.344
2022-11-23 17:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.913 s -1.206
2022-11-23 17:14 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.332 s -0.559
2022-11-23 17:33 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.559 s -0.929
2022-11-23 17:33 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.579 s -0.791
2022-11-23 17:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s -0.104
2022-11-23 17:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.430 s -0.369
2022-11-23 17:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.297 s 0.466
2022-11-23 17:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 0.870
2022-11-23 17:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.324 s 0.254
2022-11-23 17:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 1.071
2022-11-23 17:15 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.903 s -0.182
2022-11-23 17:18 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.147 s -0.343
2022-11-23 17:33 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.576 s 0.549
2022-11-23 17:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.343
2022-11-23 17:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.285 s 0.106
2022-11-23 17:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.584 s 0.069
2022-11-23 17:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s 0.507
2022-11-23 17:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.717 s 0.256
2022-11-23 17:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.317
2022-11-23 17:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.523 s -0.018
2022-11-23 17:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.767
2022-11-23 17:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 1.769
2022-11-23 17:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.778 s -1.295
2022-11-23 17:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.322
2022-11-23 17:23 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.955 s -0.548
2022-11-23 17:26 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.991 s 0.523
2022-11-23 17:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.921 s -0.652
2022-11-23 17:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.633 s 1.338
2022-11-23 17:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.505 s 0.625
2022-11-23 17:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.652 s 0.152
2022-11-23 17:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s 0.199
2022-11-23 17:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.329 s 0.703
2022-11-23 17:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.587 s -0.929
2022-11-23 17:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 1.271
2022-11-23 17:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.279 s 1.477
2022-11-23 17:28 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.717 s 0.704
2022-11-23 17:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s 0.002
2022-11-23 17:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s 0.602
2022-11-23 17:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.173 s 0.088
2022-11-23 17:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s 0.365
2022-11-23 17:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.674
2022-11-23 17:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.158
2022-11-23 17:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.054 s -0.410
2022-11-23 17:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 0.622
2022-11-23 17:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.156 s 1.325
2022-11-23 17:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 1.178
2022-11-23 17:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.000 s 1.941
2022-11-23 17:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.344
2022-11-23 17:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.437
2022-11-23 17:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.432 s 1.904
2022-11-23 17:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 0.656
2022-11-23 17:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.203 s -0.785
2022-11-23 17:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s 0.518
2022-11-23 17:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.741
2022-11-23 17:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.278 s 1.378
2022-11-23 17:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.083
2022-11-23 17:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.615 s 0.079
2022-11-23 17:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.438
2022-11-23 17:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.769 s -0.715
2022-11-23 17:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.471 s -1.055
2022-11-23 17:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.587 s 0.093
2022-11-23 17:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.627 s 0.449
2022-11-23 17:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.296 s -0.430
2022-11-23 18:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.541
2022-11-23 18:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.604 s -0.477
2022-11-23 17:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s 0.694
2022-11-23 17:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.294
2022-11-23 17:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.735 s 0.402
2022-11-23 17:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s 1.227
2022-11-23 17:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.842
2022-11-23 17:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.858 s 0.787
2022-11-23 17:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.581
2022-11-23 17:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.194 s 1.023
2022-11-23 17:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 0.761
2022-11-23 17:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.310 s 0.905
2022-11-23 17:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.344 s 1.666
2022-11-23 17:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.708 s 0.918
2022-11-23 17:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.743 s -0.062
2022-11-23 17:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.599 s 0.078
2022-11-23 17:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.438
2022-11-23 17:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.364 s 1.883
2022-11-23 17:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 0.674
2022-11-23 17:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.069
2022-11-23 17:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 1.020
2022-11-23 18:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.980 s -1.233
2022-11-23 18:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.035
2022-11-23 17:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s -0.140
2022-11-23 17:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.513
2022-11-23 17:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.219 s -1.010
2022-11-23 18:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.821 s -0.913
2022-11-23 18:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.319 s -0.825
2022-11-23 18:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.429 s -0.670
2022-11-23 18:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.255 s 1.175
2022-11-23 17:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.729 s -0.275
2022-11-23 17:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.287 s -0.118
2022-11-23 18:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.135 s -1.396
2022-11-23 17:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.656 s 0.064
2022-11-23 17:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.179 s -0.386
2022-11-23 17:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.791
2022-11-23 17:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.780 s -0.369
2022-11-23 17:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.581 s -0.155
2022-11-23 18:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.956 s -0.616
2022-11-23 18:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.905 s -0.152
2022-11-23 17:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.173 s 0.968
2022-11-23 17:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s 0.997
2022-11-23 17:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.156 s -0.963
2022-11-23 17:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.528 s -0.342
2022-11-23 17:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.125 s 0.662
2022-11-23 17:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.323 s 0.404
2022-11-23 17:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.317 s -0.085
2022-11-23 18:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.828
2022-11-23 17:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.752
2022-11-23 17:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.322 s 1.307
2022-11-23 17:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.308 s -2.065
2022-11-23 17:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.597
2022-11-23 18:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.951
2022-11-23 18:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.387
2022-11-23 18:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.434 s -0.609
2022-11-23 18:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s 0.284
2022-11-23 17:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.853
2022-11-23 17:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.467
2022-11-23 18:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.406 s -0.789
2022-11-23 18:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.773 s 1.932
2022-11-23 17:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 0.923
2022-11-23 17:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.193 s -1.383
2022-11-23 17:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.322 s 0.084
2022-11-23 18:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.269
2022-11-23 17:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.944 s 0.854
2022-11-23 17:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.419
2022-11-23 18:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.263 s -1.645
2022-11-23 18:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.254 s 1.535
2022-11-23 18:22 JavaScript Iterate Vector string 0.129 s -1.551
2022-11-23 17:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.649 s 0.484
2022-11-23 17:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.917 s 0.261
2022-11-23 17:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.200 s 0.735
2022-11-23 17:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.237 s -2.392
2022-11-23 17:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.469
2022-11-23 17:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.386
2022-11-23 18:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.664 s -1.961
2022-11-23 18:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.868 s -1.220
2022-11-23 17:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.902 s -0.879
2022-11-23 17:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s -0.043
2022-11-23 17:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.520 s -1.007
2022-11-23 17:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s 0.216
2022-11-23 17:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.592 s 0.063
2022-11-23 18:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.215 s -1.374
2022-11-23 18:22 JavaScript vectorFromArray numbers 0.017 s -0.869
2022-11-23 17:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.357 s -0.441
2022-11-23 18:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 0.852
2022-11-23 18:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.437 s 1.102
2022-11-23 18:22 JavaScript Iterate Vector int64Array 0.004 s 0.500
2022-11-23 18:22 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -2.423
2022-11-23 17:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.524 s -0.537
2022-11-23 17:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.219 s -0.660
2022-11-23 17:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.321 s 1.302
2022-11-23 17:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.411 s -0.528
2022-11-23 17:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.823 s -0.087
2022-11-23 17:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.896
2022-11-23 17:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.915
2022-11-23 18:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.420 s -0.733
2022-11-23 18:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.287 s 0.346
2022-11-23 17:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.518 s 1.271
2022-11-23 17:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.042 s 0.363
2022-11-23 18:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.492 s 0.182
2022-11-23 18:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.139 s -0.631
2022-11-23 18:22 JavaScript Parse write recordBatches, tracks 0.002 s 0.849
2022-11-23 17:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.337 s -0.582
2022-11-23 18:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.384 s -1.000
2022-11-23 17:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.882 s 0.453
2022-11-23 18:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.526 s 1.652
2022-11-23 18:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.265 s -1.170
2022-11-23 18:22 JavaScript Iterate Vector uint32Array 0.002 s 0.377
2022-11-23 18:22 JavaScript Iterate Vector int8Array 0.002 s -0.746
2022-11-23 18:22 JavaScript Iterate Vector int32Array 0.002 s -0.218
2022-11-23 18:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.241 s -0.378
2022-11-23 18:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.197
2022-11-23 18:22 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.108
2022-11-23 18:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.305 s 0.068
2022-11-23 18:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.717 s -0.172
2022-11-23 18:22 JavaScript Iterate Vector uint64Array 0.004 s 0.412
2022-11-23 18:22 JavaScript Iterate Vector int16Array 0.002 s 0.108
2022-11-23 18:22 JavaScript Iterate Vector booleans 0.004 s -0.277
2022-11-23 18:22 JavaScript toArray Vector uint64Array
2022-11-23 18:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.309 s -0.211
2022-11-23 18:22 JavaScript vectorFromArray dictionary 0.017 s -0.597
2022-11-23 18:22 JavaScript Iterate Vector float64Array 0.002 s -0.384
2022-11-23 18:22 JavaScript Spread Vector int16Array 0.007 s -0.026
2022-11-23 18:22 JavaScript toArray Vector int64Array
2022-11-23 18:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 1.175
2022-11-23 18:22 JavaScript toArray Vector int8Array
2022-11-23 18:22 JavaScript toArray Vector numbers
2022-11-23 18:22 JavaScript get Vector float32Array 0.002 s 0.389
2022-11-23 18:22 JavaScript get Vector numbers 0.002 s -0.478
2022-11-23 18:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.866 s 0.697
2022-11-23 18:22 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.051
2022-11-23 18:22 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.472
2022-11-23 18:22 JavaScript Iterate Vector float32Array 0.002 s 0.544
2022-11-23 18:22 JavaScript Iterate Vector dictionary 0.004 s 0.125
2022-11-23 18:22 JavaScript Spread Vector uint8Array 0.006 s 0.212
2022-11-23 18:22 JavaScript Spread Vector uint64Array 0.012 s -0.488
2022-11-23 18:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s -0.016
2022-11-23 18:22 JavaScript vectorFromArray booleans 0.018 s 0.149
2022-11-23 18:22 JavaScript Iterate Vector uint8Array 0.002 s -1.057
2022-11-23 18:22 JavaScript Spread Vector int32Array 0.007 s 0.098
2022-11-23 18:22 JavaScript Spread Vector float32Array 0.008 s 0.208
2022-11-23 18:22 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.044
2022-11-23 18:22 JavaScript Spread Vector int8Array 0.006 s 0.317
2022-11-23 18:22 JavaScript toArray Vector float32Array
2022-11-23 18:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.980 s -1.030
2022-11-23 18:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s 0.073
2022-11-23 18:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.446 s 0.345
2022-11-23 18:22 JavaScript Iterate Vector uint16Array 0.002 s 0.348
2022-11-23 18:22 JavaScript Spread Vector uint16Array 0.006 s 0.233
2022-11-23 18:22 JavaScript Spread Vector int64Array 0.012 s 0.528
2022-11-23 18:22 JavaScript Spread Vector float64Array 0.008 s 0.349
2022-11-23 18:22 JavaScript get Vector uint16Array 0.003 s 0.281
2022-11-23 18:22 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.469
2022-11-23 18:22 JavaScript Iterate Vector numbers 0.002 s -0.673
2022-11-23 18:22 JavaScript toArray Vector int32Array
2022-11-23 18:22 JavaScript Spread Vector uint32Array 0.007 s 0.146
2022-11-23 18:22 JavaScript toArray Vector dictionary 0.010 s -0.498
2022-11-23 18:22 JavaScript get Vector uint8Array 0.003 s 0.511
2022-11-23 18:22 JavaScript get Vector uint32Array 0.003 s 1.150
2022-11-23 18:22 JavaScript get Vector int8Array 0.003 s 0.624
2022-11-23 18:22 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.940
2022-11-23 18:22 JavaScript Spread Vector numbers 0.008 s 0.108
2022-11-23 18:22 JavaScript Spread Vector dictionary 0.010 s 0.373
2022-11-23 18:22 JavaScript toArray Vector uint8Array
2022-11-23 18:22 JavaScript toArray Vector uint32Array
2022-11-23 18:22 JavaScript Spread Vector booleans 0.010 s 0.049
2022-11-23 18:22 JavaScript Spread Vector string 0.147 s -0.475
2022-11-23 18:22 JavaScript toArray Vector uint16Array
2022-11-23 18:22 JavaScript toArray Vector float64Array
2022-11-23 18:22 JavaScript toArray Vector int16Array
2022-11-23 18:22 JavaScript get Vector float64Array 0.002 s -0.697
2022-11-23 18:22 JavaScript get Vector booleans 0.002 s -1.248
2022-11-23 18:22 JavaScript get Vector string 0.127 s -1.513
2022-11-23 18:22 JavaScript toArray Vector booleans 0.010 s 0.139
2022-11-23 18:22 JavaScript toArray Vector string 0.147 s -0.736
2022-11-23 18:22 JavaScript get Vector uint64Array 0.003 s 0.328
2022-11-23 18:22 JavaScript get Vector int16Array 0.003 s 0.340
2022-11-23 18:22 JavaScript get Vector int64Array 0.003 s 0.272
2022-11-23 18:22 JavaScript get Vector int32Array 0.003 s 0.402
2022-11-23 18:22 JavaScript get Vector dictionary 0.002 s 0.923
2022-11-23 18:22 JavaScript Parse read recordBatches, tracks 0.000 s -0.623
2022-11-23 18:22 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.525
2022-11-23 18:22 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.631
2022-11-23 18:22 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -1.437
2022-11-23 18:22 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-23 18:22 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 18:22 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.183 s 1.601
2022-11-23 18:22 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.517
2022-11-23 18:22 JavaScript Table tracks, 1,000,000 0.050 s 0.068
2022-11-23 18:22 JavaScript Table 1,000,000, tracks 0.281 s -0.376
2022-11-23 18:22 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.636
2022-11-23 18:22 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.271
2022-11-23 18:22 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-23 18:22 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 18:22 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.186 s 0.707
2022-11-23 18:22 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.198
2022-11-23 18:22 JavaScript Table tracks, 1,000,000 0.256 s 0.852
2022-11-23 18:22 JavaScript Table tracks, 1,000,000 0.095 s 0.132
2022-11-23 18:22 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.444
2022-11-23 18:22 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.045
2022-11-23 18:22 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.454