Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 18:59 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.906 s 0.562
2022-11-10 18:37 Python dataframe-to-table type_strings 0.445 s 0.342
2022-11-10 18:37 Python dataframe-to-table type_integers 0.010 s 0.114
2022-11-10 18:57 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.291 s 0.069
2022-11-10 19:06 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.452 s -0.203
2022-11-10 18:34 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.136 s -0.661
2022-11-10 18:37 Python dataframe-to-table type_nested 2.810 s 0.889
2022-11-10 18:59 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.978 s -1.502
2022-11-10 18:33 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.531 s -0.268
2022-11-10 18:37 Python dataframe-to-table type_dict 0.012 s -0.927
2022-11-10 18:57 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.039 s 0.209
2022-11-10 18:32 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.680 s -0.675
2022-11-10 18:32 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.258 s -0.667
2022-11-10 18:35 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.115 s -0.321
2022-11-10 18:58 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.658 s -1.774
2022-11-10 18:58 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.795 s -0.635
2022-11-10 19:06 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 8.976 s 1.799
2022-11-10 18:57 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.137 s 0.728
2022-11-10 18:57 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.143 s -0.652
2022-11-10 18:59 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.373 s -0.617
2022-11-10 19:06 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.814 s 0.556
2022-11-10 18:31 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.683 s 0.038
2022-11-10 18:57 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.199 s -0.111
2022-11-10 18:57 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.163 s -0.598
2022-11-10 18:59 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.387 s -1.007
2022-11-10 18:56 Python dataset-read async=True, nyctaxi_multi_ipc_s3 221.157 s 0.304
2022-11-10 18:59 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.609 s -0.592
2022-11-10 19:05 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.042 s 1.883
2022-11-10 18:34 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.434 s -1.415
2022-11-10 18:34 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.195 s -0.401
2022-11-10 18:37 Python dataset-filter nyctaxi_2010-01 1.006 s -0.090
2022-11-10 18:58 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.648 s -1.904
2022-11-10 18:37 Python dataframe-to-table chi_traffic_2020_Q1 20.043 s 1.299
2022-11-10 18:41 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 76.809 s 0.804
2022-11-10 18:59 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.936 s -1.245
2022-11-10 19:03 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.569 s 1.522
2022-11-10 19:06 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.995 s -0.947
2022-11-10 18:37 Python dataframe-to-table type_floats 0.010 s 0.368
2022-11-10 19:00 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.022 s 0.946
2022-11-10 18:57 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.051 s 0.134
2022-11-10 18:57 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.207 s -1.392
2022-11-10 19:04 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.595 s 1.481
2022-11-10 18:57 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.195 s 0.342
2022-11-10 18:59 Python file-read lz4, feather, table, nyctaxi_2010-01 0.689 s -0.307
2022-11-10 19:06 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.528
2022-11-10 18:45 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.840 s 0.262
2022-11-10 19:05 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.529 s 1.320
2022-11-10 18:57 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.655 s 0.253
2022-11-10 18:58 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.517 s -1.032
2022-11-10 18:58 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.514 s -0.693
2022-11-10 18:59 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.980 s -1.369
2022-11-10 19:02 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.345 s 0.970
2022-11-10 18:58 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.329 s -0.029
2022-11-10 18:58 Python file-read lz4, feather, table, fanniemae_2016Q4 0.827 s -0.272
2022-11-10 19:04 Python file-write lz4, feather, table, fanniemae_2016Q4 1.562 s -0.325
2022-11-10 19:06 Python file-write lz4, feather, table, nyctaxi_2010-01 1.688 s 0.255
2022-11-10 18:59 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.940 s -0.585
2022-11-10 19:03 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.081 s -0.546
2022-11-10 19:04 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.395 s 1.498
2022-11-10 19:06 Python wide-dataframe use_legacy_dataset=false 0.510 s 0.702
2022-11-10 19:01 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.196 s 1.730
2022-11-10 19:04 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.436 s 1.364
2022-11-10 19:14 R dataframe-to-table chi_traffic_2020_Q1, R 4.312 s -0.094
2022-11-10 19:15 R dataframe-to-table type_floats, R 0.013 s 0.805
2022-11-10 19:15 R dataframe-to-table type_dict, R 0.057 s 0.211
2022-11-10 19:15 R dataframe-to-table type_strings, R 0.537 s 0.559
2022-11-10 19:15 R dataframe-to-table type_integers, R 0.010 s 0.963
2022-11-10 19:15 R dataframe-to-table type_nested, R 0.572 s 0.608
2022-11-10 19:16 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.330 s -0.961
2022-11-10 19:16 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.583 s -0.917
2022-11-10 19:17 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.901 s -0.945
2022-11-10 19:16 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.326 s -0.909
2022-11-10 19:17 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.556 s -0.836
2022-11-10 19:16 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.580 s -0.930
2022-11-10 19:16 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.314 s -0.035
2022-11-10 19:17 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.571 s -0.769
2022-11-10 19:17 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.597 s -0.251
2022-11-10 19:17 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.857 s -1.192
2022-11-10 19:17 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.553 s -1.010
2022-11-10 19:17 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.907 s -1.119
2022-11-10 19:18 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.217 s -0.506
2022-11-10 19:18 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.910 s -1.044
2022-11-10 19:18 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.828 s -2.127
2022-11-10 19:18 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.584 s -0.738
2022-11-10 19:19 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.491 s 0.860
2022-11-10 19:21 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.091 s 0.914
2022-11-10 19:36 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.577 s 0.499
2022-11-10 19:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.312 s 1.158
2022-11-10 19:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.584 s -0.026
2022-11-10 19:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.711 s -0.225
2022-11-10 19:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.428 s -0.363
2022-11-10 19:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.270 s -0.386
2022-11-10 19:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.765
2022-11-10 19:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s -0.253
2022-11-10 19:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.296 s 1.160
2022-11-10 19:34 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.478 s -1.504
2022-11-10 19:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s 1.024
2022-11-10 19:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s -0.518
2022-11-10 19:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.297 s 0.981
2022-11-10 19:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s 1.393
2022-11-10 19:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.896
2022-11-10 19:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.292 s 0.743
2022-11-10 19:35 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.544 s 0.098
2022-11-10 19:24 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.554 s 0.842
2022-11-10 19:22 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.924 s 0.781
2022-11-10 19:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.819
2022-11-10 19:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s -0.195
2022-11-10 19:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.641 s -0.764
2022-11-10 19:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 1.027
2022-11-10 19:24 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.950 s 0.575
2022-11-10 19:29 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.940 s 0.754
2022-11-10 19:30 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.722 s 0.844
2022-11-10 19:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.745
2022-11-10 19:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.049 s -0.479
2022-11-10 19:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s -0.054
2022-11-10 19:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.752 s -0.839
2022-11-10 19:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.287 s -0.803
2022-11-10 19:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.654 s -0.437
2022-11-10 19:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.653 s 0.419
2022-11-10 19:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.005 s 0.065
2022-11-10 19:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 1.218
2022-11-10 19:32 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.312 s -1.298
2022-11-10 19:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.583 s -0.266
2022-11-10 19:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.389
2022-11-10 19:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.753 s -0.664
2022-11-10 19:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 1.540
2022-11-10 19:33 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.305 s -0.429
2022-11-10 19:35 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.227 s -1.541
2022-11-10 19:35 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.252 s -1.872
2022-11-10 19:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 1.118
2022-11-10 19:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s 0.749
2022-11-10 19:35 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.550 s 0.650
2022-11-10 19:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.516 s -0.496
2022-11-10 19:26 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.944 s -0.064
2022-11-10 19:28 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.991 s 0.883
2022-11-10 19:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s -0.081
2022-11-10 19:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 1.720
2022-11-10 19:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.824 s -1.655
2022-11-10 19:26 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.497 s -0.181
2022-11-10 19:27 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.420 s -0.461
2022-11-10 19:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.491
2022-11-10 19:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.909 s -0.395
2022-11-10 19:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s -0.911
2022-11-10 19:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s 0.068
2022-11-10 19:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.365 s 0.482
2022-11-10 19:32 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.896 s 0.689
2022-11-10 19:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.226 s 2.208
2022-11-10 19:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.326 s 0.052
2022-11-10 19:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.262 s 0.694
2022-11-10 19:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s 0.959
2022-11-10 19:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.342 s 0.476
2022-11-10 19:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.918 s -0.299
2022-11-10 19:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.173 s -0.092
2022-11-10 19:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s -0.251
2022-11-10 19:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.586 s -0.081
2022-11-10 19:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.727 s -0.361
2022-11-10 19:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.860 s -0.185
2022-11-10 19:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.323 s 0.904
2022-11-10 19:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.321 s 0.117
2022-11-10 20:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.317 s 3.099
2022-11-10 19:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 1.127
2022-11-10 19:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.910
2022-11-10 19:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.257 s 0.897
2022-11-10 19:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.703
2022-11-10 19:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.297 s -0.719
2022-11-10 19:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s -0.824
2022-11-10 19:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.289
2022-11-10 19:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.506 s -0.522
2022-11-10 19:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.614 s -0.555
2022-11-10 20:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.417
2022-11-10 20:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.260 s 0.013
2022-11-10 19:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 0.605
2022-11-10 19:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s 0.285
2022-11-10 19:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 1.189
2022-11-10 19:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.860 s 0.798
2022-11-10 19:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.144 s -0.028
2022-11-10 19:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.342 s -0.810
2022-11-10 19:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s -0.415
2022-11-10 19:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.089
2022-11-10 20:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.401 s 1.796
2022-11-10 20:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.408 s 0.244
2022-11-10 19:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s -0.469
2022-11-10 19:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.773 s -0.096
2022-11-10 19:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 1.285
2022-11-10 20:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.054 s -0.077
2022-11-10 20:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.068
2022-11-10 20:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.933 s 0.870
2022-11-10 20:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.833 s -1.282
2022-11-10 20:24 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-10 19:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.282 s 0.054
2022-11-10 19:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.341 s 0.068
2022-11-10 19:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 1.633
2022-11-10 19:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.520 s -0.646
2022-11-10 19:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.415
2022-11-10 20:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.376 s 0.983
2022-11-10 19:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.435 s 0.983
2022-11-10 19:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.210 s -0.806
2022-11-10 20:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.214 s 1.083
2022-11-10 20:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.175
2022-11-10 20:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.431 s -0.728
2022-11-10 20:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.891 s -0.469
2022-11-10 19:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 1.237
2022-11-10 19:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.711 s -0.606
2022-11-10 19:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 1.511
2022-11-10 19:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.900 s 0.023
2022-11-10 19:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.321 s 2.062
2022-11-10 19:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 0.822
2022-11-10 19:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.205 s -0.407
2022-11-10 20:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.508 s -0.147
2022-11-10 20:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.957 s -1.538
2022-11-10 19:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s 0.829
2022-11-10 19:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.154 s -0.784
2022-11-10 19:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 1.936
2022-11-10 19:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.297 s 1.195
2022-11-10 19:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s 0.533
2022-11-10 20:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -0.016
2022-11-10 19:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.760 s 0.381
2022-11-10 19:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.969
2022-11-10 19:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s 1.005
2022-11-10 19:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.523 s 1.390
2022-11-10 19:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.821 s 0.211
2022-11-10 20:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s -0.085
2022-11-10 20:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.601 s 0.786
2022-11-10 19:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.942 s 1.091
2022-11-10 19:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.160
2022-11-10 19:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.471 s -1.296
2022-11-10 20:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.444 s 0.492
2022-11-10 19:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 1.187
2022-11-10 19:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.291 s 0.964
2022-11-10 20:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.518 s 2.076
2022-11-10 20:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s -0.091
2022-11-10 20:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s -0.173
2022-11-10 20:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.724
2022-11-10 20:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.739
2022-11-10 20:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.307 s -1.003
2022-11-10 20:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.369 s -0.803
2022-11-10 19:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.651 s -0.445
2022-11-10 19:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.292 s -0.156
2022-11-10 19:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.427 s 0.019
2022-11-10 19:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.913 s 0.172
2022-11-10 19:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.498 s -0.196
2022-11-10 20:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.290 s -0.111
2022-11-10 20:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.220 s 0.635
2022-11-10 20:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.294 s -0.002
2022-11-10 19:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.201 s -0.126
2022-11-10 19:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.263
2022-11-10 19:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.355 s -0.427
2022-11-10 20:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s -0.211
2022-11-10 20:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.726
2022-11-10 20:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.986 s -0.451
2022-11-10 19:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.399
2022-11-10 20:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.583 s -0.408
2022-11-10 20:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.861 s -0.178
2022-11-10 20:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.056 s -0.030
2022-11-10 19:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 1.174
2022-11-10 19:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.277 s 0.366
2022-11-10 19:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 1.022
2022-11-10 20:24 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-10 20:24 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.191 s -1.575
2022-11-10 19:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s 0.567
2022-11-10 19:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.579 s -0.344
2022-11-10 20:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.414
2022-11-10 20:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.543 s -0.688
2022-11-10 20:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.185 s 1.072
2022-11-10 20:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.264 s -2.553
2022-11-10 20:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.598 s -0.078
2022-11-10 20:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.317
2022-11-10 20:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.879 s 1.402
2022-11-10 20:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s 0.470
2022-11-10 20:24 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.188 s 0.145
2022-11-10 20:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.309
2022-11-10 20:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.192 s 0.583
2022-11-10 20:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s 0.801
2022-11-10 20:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.425 s -0.524
2022-11-10 20:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s -0.412
2022-11-10 20:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.437 s -0.014
2022-11-10 20:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.707 s 1.219
2022-11-10 20:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.778 s 0.330
2022-11-10 20:24 JavaScript Iterate Vector float32Array 0.002 s -0.662
2022-11-10 20:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s -0.048
2022-11-10 20:24 JavaScript Iterate Vector uint16Array 0.002 s -0.189
2022-11-10 20:24 JavaScript Spread Vector int16Array 0.007 s -0.888
2022-11-10 20:24 JavaScript vectorFromArray numbers 0.016 s 0.152
2022-11-10 20:24 JavaScript vectorFromArray dictionary 0.017 s 0.440
2022-11-10 20:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.253 s 1.174
2022-11-10 20:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.894 s -0.068
2022-11-10 20:24 JavaScript get Vector dictionary 0.002 s -0.600
2022-11-10 20:24 JavaScript Parse read recordBatches, tracks 0.000 s 0.723
2022-11-10 20:24 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.424
2022-11-10 20:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.127 s -0.145
2022-11-10 20:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.885
2022-11-10 20:24 JavaScript Iterate Vector uint8Array 0.002 s -0.838
2022-11-10 20:24 JavaScript Spread Vector int8Array 0.007 s -0.526
2022-11-10 20:24 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.429
2022-11-10 20:24 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.184
2022-11-10 20:24 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.323
2022-11-10 20:24 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.169
2022-11-10 20:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.721 s 0.325
2022-11-10 20:24 JavaScript Iterate Vector booleans 0.004 s 0.564
2022-11-10 20:24 JavaScript Iterate Vector string 0.125 s 0.886
2022-11-10 20:24 JavaScript Spread Vector uint16Array 0.007 s -0.696
2022-11-10 20:24 JavaScript Spread Vector uint64Array 0.012 s -1.196
2022-11-10 20:24 JavaScript get Vector int64Array 0.003 s 0.768
2022-11-10 20:24 JavaScript vectorFromArray booleans 0.018 s 0.258
2022-11-10 20:24 JavaScript Iterate Vector uint32Array 0.002 s -0.089
2022-11-10 20:24 JavaScript toArray Vector uint8Array
2022-11-10 20:24 JavaScript get Vector float64Array 0.002 s 0.105
2022-11-10 20:24 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.436
2022-11-10 20:24 JavaScript Table tracks, 1,000,000 0.264 s 0.466
2022-11-10 20:24 JavaScript Iterate Vector int32Array 0.002 s -0.938
2022-11-10 20:24 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.178
2022-11-10 20:24 JavaScript Iterate Vector numbers 0.002 s -0.984
2022-11-10 20:24 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.338
2022-11-10 20:24 JavaScript Table 1,000,000, tracks 0.260 s 0.610
2022-11-10 20:24 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.203
2022-11-10 20:24 JavaScript Iterate Vector uint64Array 0.004 s 1.062
2022-11-10 20:24 JavaScript Iterate Vector int64Array 0.004 s 1.040
2022-11-10 20:24 JavaScript Iterate Vector float64Array 0.002 s -1.037
2022-11-10 20:24 JavaScript toArray Vector uint16Array
2022-11-10 20:24 JavaScript toArray Vector uint64Array
2022-11-10 20:24 JavaScript toArray Vector int16Array
2022-11-10 20:24 JavaScript Iterate Vector int8Array 0.002 s -1.689
2022-11-10 20:24 JavaScript Iterate Vector dictionary 0.004 s -0.443
2022-11-10 20:24 JavaScript Spread Vector uint8Array 0.007 s -1.284
2022-11-10 20:24 JavaScript Spread Vector uint32Array 0.007 s -0.531
2022-11-10 20:24 JavaScript Spread Vector float32Array 0.008 s -0.635
2022-11-10 20:24 JavaScript Iterate Vector int16Array 0.002 s -0.586
2022-11-10 20:24 JavaScript Spread Vector int64Array 0.012 s -1.307
2022-11-10 20:24 JavaScript Spread Vector float64Array 0.008 s -2.675
2022-11-10 20:24 JavaScript Spread Vector booleans 0.010 s -0.195
2022-11-10 20:24 JavaScript Spread Vector string 0.145 s 0.723
2022-11-10 20:24 JavaScript toArray Vector float64Array
2022-11-10 20:24 JavaScript Spread Vector int32Array 0.007 s -0.608
2022-11-10 20:24 JavaScript Spread Vector numbers 0.008 s -1.328
2022-11-10 20:24 JavaScript Spread Vector dictionary 0.010 s 1.183
2022-11-10 20:24 JavaScript toArray Vector dictionary 0.010 s 0.437
2022-11-10 20:24 JavaScript get Vector uint8Array 0.002 s 1.816
2022-11-10 20:24 JavaScript get Vector uint32Array 0.003 s 0.875
2022-11-10 20:24 JavaScript toArray Vector uint32Array
2022-11-10 20:24 JavaScript toArray Vector int8Array
2022-11-10 20:24 JavaScript toArray Vector int32Array
2022-11-10 20:24 JavaScript toArray Vector float32Array
2022-11-10 20:24 JavaScript toArray Vector numbers
2022-11-10 20:24 JavaScript toArray Vector int64Array
2022-11-10 20:24 JavaScript toArray Vector booleans 0.010 s 0.109
2022-11-10 20:24 JavaScript toArray Vector string 0.145 s 0.348
2022-11-10 20:24 JavaScript get Vector uint16Array 0.003 s 1.007
2022-11-10 20:24 JavaScript get Vector uint64Array 0.003 s 1.225
2022-11-10 20:24 JavaScript get Vector int16Array 0.003 s 1.074
2022-11-10 20:24 JavaScript get Vector int8Array 0.003 s 1.121
2022-11-10 20:24 JavaScript get Vector int32Array 0.002 s 1.520
2022-11-10 20:24 JavaScript get Vector float32Array 0.002 s 0.026
2022-11-10 20:24 JavaScript get Vector numbers 0.002 s 0.022
2022-11-10 20:24 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-10 20:24 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.347
2022-11-10 20:24 JavaScript get Vector booleans 0.002 s 1.130
2022-11-10 20:24 JavaScript get Vector string 0.124 s 0.329
2022-11-10 20:24 JavaScript Parse write recordBatches, tracks 0.002 s 0.552
2022-11-10 20:24 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.534
2022-11-10 20:24 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -1.052
2022-11-10 20:24 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.327
2022-11-10 20:24 JavaScript Table tracks, 1,000,000 0.094 s 0.753
2022-11-10 20:24 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.209
2022-11-10 20:24 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.289
2022-11-10 20:24 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -0.553
2022-11-10 20:24 JavaScript Table tracks, 1,000,000 0.050 s 0.061
2022-11-10 20:24 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -0.167
2022-11-10 20:24 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s