Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 05:01 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.134 s -0.681
2022-11-23 05:01 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.236 s -1.147
2022-11-23 04:58 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.686 s -0.805
2022-11-23 05:12 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.479 s 0.474
2022-11-23 04:58 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.271 s -1.628
2022-11-23 05:04 Python dataframe-to-table type_strings 0.447 s -0.009
2022-11-23 05:02 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.157 s -1.118
2022-11-23 05:00 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.424 s 0.193
2022-11-23 05:04 Python dataframe-to-table type_nested 2.941 s -1.471
2022-11-23 05:04 Python dataset-filter nyctaxi_2010-01 1.020 s -0.814
2022-11-23 05:04 Python dataframe-to-table chi_traffic_2020_Q1 20.656 s -1.643
2022-11-23 05:04 Python dataframe-to-table type_dict 0.012 s -0.629
2022-11-23 04:59 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.479 s -0.670
2022-11-23 05:04 Python dataframe-to-table type_integers 0.010 s -0.536
2022-11-23 05:08 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 73.009 s 1.187
2022-11-23 05:00 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.396 s -0.539
2022-11-23 05:04 Python dataframe-to-table type_floats 0.011 s 0.324
2022-11-23 05:23 Python dataset-read async=True, nyctaxi_multi_ipc_s3 217.390 s 0.639
2022-11-23 05:24 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.517 s -0.230
2022-11-23 05:24 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.672 s -0.485
2022-11-23 05:24 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.173 s -0.619
2022-11-23 05:23 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.189 s 0.050
2022-11-23 05:23 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.295 s 0.275
2022-11-23 05:23 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.224 s 0.020
2022-11-23 05:23 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.282 s 0.101
2022-11-23 05:24 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.645 s -0.629
2022-11-23 05:24 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.029 s 0.769
2022-11-23 05:23 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.058 s -0.049
2022-11-23 05:24 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.202 s -0.074
2022-11-23 05:24 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.133 s 0.168
2022-11-23 05:24 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.666 s -0.815
2022-11-23 05:25 Python file-read lz4, feather, table, fanniemae_2016Q4 0.831 s -0.691
2022-11-23 05:24 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.603 s -1.807
2022-11-23 05:25 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.635 s 1.700
2022-11-23 05:29 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.033 s -0.113
2022-11-23 05:33 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.420 s 0.113
2022-11-23 05:25 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.337 s -0.812
2022-11-23 05:32 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.008 s 0.577
2022-11-23 05:33 Python wide-dataframe use_legacy_dataset=false 0.515 s 0.068
2022-11-23 05:25 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.912 s 0.795
2022-11-23 05:28 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.638 s -0.230
2022-11-23 05:41 R dataframe-to-table chi_traffic_2020_Q1, R 4.342 s -1.361
2022-11-23 05:42 R dataframe-to-table type_floats, R 0.013 s 1.119
2022-11-23 05:26 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.931 s 0.791
2022-11-23 05:26 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.927 s -0.103
2022-11-23 05:25 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.972 s -0.228
2022-11-23 05:43 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.598 s -0.930
2022-11-23 05:32 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.515 s 0.701
2022-11-23 05:42 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.338 s -0.637
2022-11-23 05:43 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.334 s -0.772
2022-11-23 05:42 R dataframe-to-table type_dict, R 0.057 s -0.201
2022-11-23 05:26 Python file-read lz4, feather, table, nyctaxi_2010-01 0.685 s 0.373
2022-11-23 05:42 R dataframe-to-table type_integers, R 0.010 s 0.178
2022-11-23 05:32 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.088 s 0.542
2022-11-23 05:33 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.782 s 0.639
2022-11-23 05:25 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.217 s 1.647
2022-11-23 05:28 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.382 s -0.228
2022-11-23 05:31 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.587 s 0.637
2022-11-23 05:33 Python file-write lz4, feather, table, nyctaxi_2010-01 1.593 s 0.986
2022-11-23 05:33 Python wide-dataframe use_legacy_dataset=true 0.436 s -3.834
2022-11-23 05:41 R dataframe-to-table type_strings, R 0.537 s 0.575
2022-11-23 05:25 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.978 s -0.677
2022-11-23 05:29 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.831 s 0.164
2022-11-23 05:30 Python file-write lz4, feather, table, fanniemae_2016Q4 1.559 s -0.270
2022-11-23 05:30 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.719 s 0.084
2022-11-23 05:31 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.729 s 0.016
2022-11-23 05:33 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.977 s -0.215
2022-11-23 05:26 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.323 s 1.418
2022-11-23 05:42 R dataframe-to-table type_nested, R 0.572 s 0.411
2022-11-23 05:26 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.551 s 1.741
2022-11-23 05:26 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.042 s -0.004
2022-11-23 05:44 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.552 s -0.020
2022-11-23 05:43 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.585 s -0.779
2022-11-23 05:43 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.310 s 0.164
2022-11-23 05:44 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.555 s 0.005
2022-11-23 05:43 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.095
2022-11-23 05:43 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.593 s 0.155
2022-11-23 05:44 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.842 s 0.203
2022-11-23 05:44 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.904 s -0.284
2022-11-23 05:44 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.821 s 0.104
2022-11-23 05:44 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.903 s -0.110
2022-11-23 05:44 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.214 s 0.179
2022-11-23 05:45 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.910 s 0.064
2022-11-23 05:45 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.584 s 0.088
2022-11-23 05:46 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.484 s 0.243
2022-11-23 05:52 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.967 s -1.024
2022-11-23 06:07 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 0.870
2022-11-23 06:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.195 s 1.675
2022-11-23 06:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.293 s -0.715
2022-11-23 05:53 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.489 s 0.633
2022-11-23 06:00 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.332 s -1.359
2022-11-23 06:02 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.558 s -0.846
2022-11-23 06:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.762 s 1.356
2022-11-23 06:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.431
2022-11-23 06:02 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.577 s 0.528
2022-11-23 05:48 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.142 s -0.327
2022-11-23 05:50 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.599 s -0.396
2022-11-23 05:55 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.987 s 0.761
2022-11-23 06:05 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.221 s 0.956
2022-11-23 06:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.654 s 0.772
2022-11-23 06:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s -0.096
2022-11-23 06:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.159 s -1.099
2022-11-23 06:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.119 s 0.829
2022-11-23 05:48 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.915 s 0.088
2022-11-23 05:54 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.411 s -0.351
2022-11-23 06:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.285 s -0.620
2022-11-23 06:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.698
2022-11-23 06:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s 0.732
2022-11-23 06:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.321 s 1.872
2022-11-23 06:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.626 s 0.859
2022-11-23 05:51 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.959 s -0.788
2022-11-23 06:07 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 0.908
2022-11-23 06:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.262 s 0.811
2022-11-23 06:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.265 s 0.999
2022-11-23 06:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.341 s 2.175
2022-11-23 06:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 1.562
2022-11-23 06:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.457
2022-11-23 06:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.727 s 0.646
2022-11-23 06:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.293 s -0.542
2022-11-23 05:57 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.719 s 0.658
2022-11-23 06:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.276 s 1.549
2022-11-23 06:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.629
2022-11-23 06:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.173 s 1.356
2022-11-23 06:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.505 s 0.491
2022-11-23 06:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.890
2022-11-23 06:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.365 s 0.867
2022-11-23 06:01 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.467 s 0.637
2022-11-23 06:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.427 s 0.908
2022-11-23 06:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.045 s 1.161
2022-11-23 06:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.012
2022-11-23 06:07 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.282
2022-11-23 06:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.556
2022-11-23 06:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.331 s 0.137
2022-11-23 06:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.767 s 0.093
2022-11-23 06:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.774
2022-11-23 05:56 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.948 s 0.336
2022-11-23 06:02 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.235 s -1.263
2022-11-23 06:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.908 s 0.788
2022-11-23 06:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.724 s -0.143
2022-11-23 06:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s 1.241
2022-11-23 06:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s -0.564
2022-11-23 05:58 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.908 s 0.269
2022-11-23 06:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.330 s 0.881
2022-11-23 06:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.651 s 0.672
2022-11-23 06:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.343
2022-11-23 06:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.828 s -1.716
2022-11-23 06:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.339 s -0.744
2022-11-23 06:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s 0.687
2022-11-23 05:59 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.308 s 0.073
2022-11-23 06:02 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.586 s -1.228
2022-11-23 06:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.722 s 0.142
2022-11-23 06:18 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.887 s 2.481
2022-11-23 06:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.298 s -1.474
2022-11-23 06:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.342
2022-11-23 06:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.326 s -0.578
2022-11-23 06:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.632 s 1.400
2022-11-23 06:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.549
2022-11-23 06:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.345 s 1.344
2022-11-23 06:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.602 s 1.348
2022-11-23 06:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 1.407
2022-11-23 06:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 0.770
2022-11-23 06:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.329 s 1.715
2022-11-23 06:18 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.727 s 0.427
2022-11-23 06:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.868 s -0.528
2022-11-23 06:02 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.251 s -1.208
2022-11-23 06:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s 0.797
2022-11-23 06:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.424
2022-11-23 06:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.350
2022-11-23 06:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 0.797
2022-11-23 06:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s 0.438
2022-11-23 06:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.011 s -1.518
2022-11-23 06:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 1.019
2022-11-23 06:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s 1.053
2022-11-23 06:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.958 s -2.033
2022-11-23 06:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.611
2022-11-23 06:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.299 s 0.011
2022-11-23 06:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.409 s 0.446
2022-11-23 06:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.583 s 1.627
2022-11-23 06:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.565 s 1.519
2022-11-23 06:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.314 s 1.067
2022-11-23 06:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.330 s -1.388
2022-11-23 06:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.516 s 0.462
2022-11-23 06:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.724
2022-11-23 06:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.886 s 2.085
2022-11-23 06:08 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.272
2022-11-23 06:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.313
2022-11-23 06:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.820
2022-11-23 06:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.526 s 0.262
2022-11-23 06:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.296 s 0.798
2022-11-23 06:07 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.197 s -3.164
2022-11-23 06:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 0.981
2022-11-23 06:18 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.644 s 1.935
2022-11-23 06:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.253 s 1.374
2022-11-23 06:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.726
2022-11-23 06:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.529 s -0.283
2022-11-23 06:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.162 s 1.095
2022-11-23 06:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.614
2022-11-23 06:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.317 s -1.419
2022-11-23 06:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.205 s -1.801
2022-11-23 06:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.520 s -1.025
2022-11-23 06:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 1.146
2022-11-23 06:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s 0.798
2022-11-23 06:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.235
2022-11-23 06:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.705 s 1.841
2022-11-23 06:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.475 s -2.195
2022-11-23 06:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.779
2022-11-23 06:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.551
2022-11-23 06:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.584 s 0.298
2022-11-23 06:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.426 s -0.373
2022-11-23 06:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s 0.922
2022-11-23 06:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.228 s -1.094
2022-11-23 06:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.869 s -1.481
2022-11-23 06:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.610 s -1.442
2022-11-23 06:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.299
2022-11-23 06:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.754
2022-11-23 06:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.251 s -1.039
2022-11-23 06:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.357 s -0.369
2022-11-23 06:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.198 s -0.262
2022-11-23 06:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.916 s 0.305
2022-11-23 06:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.233 s 1.496
2022-11-23 06:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.736
2022-11-23 06:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.747 s 0.358
2022-11-23 06:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.592 s 0.061
2022-11-23 06:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.194 s -1.801
2022-11-23 06:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s 0.590
2022-11-23 06:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.579 s 0.877
2022-11-23 06:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 1.118
2022-11-23 06:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.218 s -0.670
2022-11-23 06:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.321 s 0.450
2022-11-23 06:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.047 s 0.203
2022-11-23 06:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 1.108
2022-11-23 06:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.518 s 1.380
2022-11-23 06:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.883 s 0.355
2022-11-23 06:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.834
2022-11-23 06:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.212 s -0.095
2022-11-23 06:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.317 s 0.005
2022-11-23 06:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.605
2022-11-23 06:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.347
2022-11-23 06:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.664 s -1.703
2022-11-23 06:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.972 s -0.801
2022-11-23 06:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.319 s -0.863
2022-11-23 06:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.782 s -0.553
2022-11-23 06:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.191 s -0.168
2022-11-23 06:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.406 s -0.384
2022-11-23 06:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.906
2022-11-23 06:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s 1.514
2022-11-23 06:36 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.780 s 0.223
2022-11-23 06:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s 2.294
2022-11-23 06:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.509 s -0.507
2022-11-23 06:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.233 s -0.157
2022-11-23 06:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.423 s -1.037
2022-11-23 06:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.265 s -1.141
2022-11-23 06:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.430 s -0.996
2022-11-23 06:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.301 s 0.682
2022-11-23 06:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.435 s -1.099
2022-11-23 06:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.867 s -0.732
2022-11-23 06:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.344
2022-11-23 06:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.075 s -0.036
2022-11-23 06:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.270
2022-11-23 06:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.721 s -0.891
2022-11-23 06:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.327
2022-11-23 06:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.915 s -0.679
2022-11-23 06:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.042 s -0.162
2022-11-23 06:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.367 s 0.700
2022-11-23 06:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.288 s 0.153
2022-11-23 06:36 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s 0.143
2022-11-23 06:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.602 s 0.157
2022-11-23 06:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.941 s 0.684
2022-11-23 06:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.412
2022-11-23 06:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.195
2022-11-23 06:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.890 s -0.030
2022-11-23 06:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.586
2022-11-23 06:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.974
2022-11-23 06:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.325 s -0.710
2022-11-23 06:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.907
2022-11-23 06:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.754 s 0.120
2022-11-23 06:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s 0.104
2022-11-23 06:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.444 s 0.959
2022-11-23 06:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.084 s 2.163
2022-11-23 06:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s 0.153
2022-11-23 06:51 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.296
2022-11-23 06:51 JavaScript vectorFromArray dictionary 0.016 s 0.931
2022-11-23 06:51 JavaScript Iterate Vector booleans 0.004 s -0.435
2022-11-23 06:51 JavaScript Iterate Vector string 0.124 s 1.178
2022-11-23 06:51 JavaScript Iterate Vector uint8Array 0.002 s 0.110
2022-11-23 06:51 JavaScript Iterate Vector float32Array 0.002 s -1.503
2022-11-23 06:51 JavaScript Iterate Vector int64Array 0.004 s -0.932
2022-11-23 06:51 JavaScript Spread Vector int64Array 0.012 s 0.208
2022-11-23 06:51 JavaScript Parse write recordBatches, tracks 0.002 s 0.915
2022-11-23 06:51 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.010
2022-11-23 06:51 JavaScript Iterate Vector float64Array 0.002 s -0.947
2022-11-23 06:51 JavaScript Spread Vector string 0.144 s 0.875
2022-11-23 06:51 JavaScript vectorFromArray numbers 0.016 s -0.045
2022-11-23 06:51 JavaScript Spread Vector float64Array 0.008 s 0.175
2022-11-23 06:51 JavaScript Spread Vector booleans 0.010 s 0.055
2022-11-23 06:51 JavaScript Table tracks, 1,000,000 0.293 s -0.864
2022-11-23 06:51 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.672
2022-11-23 06:51 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.200
2022-11-23 06:51 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.518
2022-11-23 06:51 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.671
2022-11-23 06:51 JavaScript Table tracks, 1,000,000 0.050 s 0.145
2022-11-23 06:51 JavaScript Iterate Vector uint32Array 0.002 s -0.279
2022-11-23 06:51 JavaScript Iterate Vector int32Array 0.002 s -0.996
2022-11-23 06:51 JavaScript Spread Vector numbers 0.008 s 0.317
2022-11-23 06:51 JavaScript Spread Vector dictionary 0.010 s 0.493
2022-11-23 06:51 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.060
2022-11-23 06:51 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.258
2022-11-23 06:51 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.669
2022-11-23 06:51 JavaScript Spread Vector uint32Array 0.007 s 0.175
2022-11-23 06:51 JavaScript toArray Vector uint8Array
2022-11-23 06:51 JavaScript toArray Vector int8Array
2022-11-23 06:51 JavaScript toArray Vector dictionary 0.010 s -0.089
2022-11-23 06:51 JavaScript vectorFromArray booleans 0.018 s -0.334
2022-11-23 06:51 JavaScript Iterate Vector numbers 0.002 s -0.895
2022-11-23 06:51 JavaScript Iterate Vector dictionary 0.004 s 0.077
2022-11-23 06:51 JavaScript Spread Vector uint8Array 0.006 s 0.259
2022-11-23 06:51 JavaScript Iterate Vector int8Array 0.002 s -0.648
2022-11-23 06:51 JavaScript Iterate Vector uint16Array 0.002 s -0.962
2022-11-23 06:51 JavaScript Iterate Vector uint64Array 0.004 s -0.395
2022-11-23 06:51 JavaScript Iterate Vector int16Array 0.002 s -0.793
2022-11-23 06:51 JavaScript Spread Vector int16Array 0.006 s 0.271
2022-11-23 06:51 JavaScript toArray Vector booleans 0.010 s -0.333
2022-11-23 06:51 JavaScript toArray Vector string 0.145 s 0.622
2022-11-23 06:51 JavaScript Spread Vector uint16Array 0.006 s 0.271
2022-11-23 06:51 JavaScript Spread Vector uint64Array 0.012 s -0.878
2022-11-23 06:51 JavaScript toArray Vector int64Array
2022-11-23 06:51 JavaScript Spread Vector int8Array 0.006 s 0.116
2022-11-23 06:51 JavaScript Spread Vector int32Array 0.006 s 0.214
2022-11-23 06:51 JavaScript Spread Vector float32Array 0.008 s 0.177
2022-11-23 06:51 JavaScript get Vector dictionary 0.002 s 0.204
2022-11-23 06:51 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.693
2022-11-23 06:51 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.501
2022-11-23 06:51 JavaScript toArray Vector uint16Array
2022-11-23 06:51 JavaScript toArray Vector uint64Array
2022-11-23 06:51 JavaScript get Vector uint16Array 0.003 s -0.875
2022-11-23 06:51 JavaScript get Vector float64Array 0.002 s -0.229
2022-11-23 06:51 JavaScript get Vector string 0.123 s 0.796
2022-11-23 06:51 JavaScript toArray Vector uint32Array
2022-11-23 06:51 JavaScript get Vector uint8Array 0.003 s -0.839
2022-11-23 06:51 JavaScript get Vector uint32Array 0.003 s -1.287
2022-11-23 06:51 JavaScript get Vector int8Array 0.003 s -1.803
2022-11-23 06:51 JavaScript get Vector int32Array 0.003 s -1.080
2022-11-23 06:51 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-23 06:51 JavaScript toArray Vector int16Array
2022-11-23 06:51 JavaScript toArray Vector float64Array
2022-11-23 06:51 JavaScript toArray Vector int32Array
2022-11-23 06:51 JavaScript toArray Vector float32Array
2022-11-23 06:51 JavaScript toArray Vector numbers
2022-11-23 06:51 JavaScript get Vector numbers 0.002 s 0.793
2022-11-23 06:51 JavaScript Parse read recordBatches, tracks 0.000 s -0.604
2022-11-23 06:51 JavaScript get Vector uint64Array 0.003 s -1.222
2022-11-23 06:51 JavaScript get Vector int16Array 0.003 s -0.835
2022-11-23 06:51 JavaScript get Vector int64Array 0.003 s -0.567
2022-11-23 06:51 JavaScript get Vector booleans 0.002 s -2.786
2022-11-23 06:51 JavaScript get Vector float32Array 0.002 s 0.550
2022-11-23 06:51 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 1.710
2022-11-23 06:51 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-23 06:51 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 06:51 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.190 s -0.456
2022-11-23 06:51 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.469
2022-11-23 06:51 JavaScript Table 1,000,000, tracks 0.292 s -0.820
2022-11-23 06:51 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.644
2022-11-23 06:51 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.145
2022-11-23 06:51 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 06:51 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.188 s 0.153
2022-11-23 06:51 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.194
2022-11-23 06:51 JavaScript Table tracks, 1,000,000 0.094 s 0.642
2022-11-23 06:51 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.031 s 1.110