Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-06 15:13 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.765 s 1.401
2022-11-06 15:20 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 87.968 s -0.633
2022-11-06 15:40 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.627 s -0.259
2022-11-06 15:42 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.070 s -0.415
2022-11-06 15:15 Python dataframe-to-table type_nested 2.867 s -0.406
2022-11-06 15:11 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.063 s 1.361
2022-11-06 15:12 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.427 s -0.282
2022-11-06 15:12 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.131 s -0.076
2022-11-06 15:13 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.732 s 1.272
2022-11-06 15:36 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.057 s 0.076
2022-11-06 15:12 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.065 s 1.236
2022-11-06 15:15 Python dataframe-to-table type_strings 0.449 s -0.110
2022-11-06 15:38 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.978 s -1.801
2022-11-06 15:38 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.919 s -0.499
2022-11-06 15:15 Python dataframe-to-table type_dict 0.011 s 0.339
2022-11-06 15:15 Python dataframe-to-table type_floats 0.011 s 0.010
2022-11-06 15:38 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.610 s -1.007
2022-11-06 15:10 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.275 s -1.950
2022-11-06 15:36 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.292 s 0.006
2022-11-06 15:38 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.934 s 0.401
2022-11-06 15:10 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.685 s -0.028
2022-11-06 15:35 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.187 s -0.033
2022-11-06 15:54 R dataframe-to-table type_strings, R 0.544 s -1.153
2022-11-06 15:15 Python dataframe-to-table type_integers 0.010 s 0.245
2022-11-06 15:16 Python dataset-filter nyctaxi_2010-01 1.019 s -0.631
2022-11-06 15:35 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.146 s 0.760
2022-11-06 15:39 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.264 s -0.080
2022-11-06 15:45 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.980 s 0.085
2022-11-06 15:36 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.169 s -1.396
2022-11-06 15:36 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.655 s -3.255
2022-11-06 15:43 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.588 s 2.079
2022-11-06 15:36 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.042 s 0.200
2022-11-06 15:36 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.215 s -3.007
2022-11-06 15:41 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.261 s -0.769
2022-11-06 15:42 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.915 s -0.617
2022-11-06 15:54 R dataframe-to-table chi_traffic_2020_Q1, R 4.292 s 0.129
2022-11-06 15:55 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.604 s -1.359
2022-11-06 16:01 R file-write snappy, parquet, table, fanniemae_2016Q4, R 10.125 s 0.004
2022-11-06 15:15 Python dataframe-to-table chi_traffic_2020_Q1 19.999 s 2.307
2022-11-06 15:35 Python dataset-read async=True, nyctaxi_multi_ipc_s3 220.526 s 0.367
2022-11-06 15:35 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.241 s -0.373
2022-11-06 15:36 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.659 s 0.205
2022-11-06 15:36 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.645 s -3.972
2022-11-06 15:37 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.361 s -0.972
2022-11-06 15:45 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.438 s -0.014
2022-11-06 15:56 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.570 s -0.540
2022-11-06 15:57 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.911 s -1.260
2022-11-06 15:37 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.319 s 1.103
2022-11-06 15:44 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.512 s 1.662
2022-11-06 15:24 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 80.466 s 0.923
2022-11-06 15:37 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.504 s -1.283
2022-11-06 15:37 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.778 s -0.917
2022-11-06 15:38 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.368 s -0.707
2022-11-06 15:45 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.891 s -0.612
2022-11-06 16:03 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.859 s -0.405
2022-11-06 15:40 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.953 s -0.625
2022-11-06 15:54 R dataframe-to-table type_dict, R 0.060 s -0.262
2022-11-06 15:56 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.912 s -2.323
2022-11-06 15:38 Python file-read lz4, feather, table, nyctaxi_2010-01 0.689 s -0.379
2022-11-06 15:45 Python file-write lz4, feather, table, nyctaxi_2010-01 1.624 s 0.723
2022-11-06 15:54 R dataframe-to-table type_integers, R 0.011 s 0.301
2022-11-06 15:54 R dataframe-to-table type_floats, R 0.013 s -0.792
2022-11-06 15:56 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.850 s -0.107
2022-11-06 15:36 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.137 s -0.649
2022-11-06 15:37 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.515 s -2.476
2022-11-06 15:37 Python file-read lz4, feather, table, fanniemae_2016Q4 0.816 s 1.013
2022-11-06 15:54 R dataframe-to-table type_nested, R 0.580 s -1.152
2022-11-06 15:55 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.330 s -0.985
2022-11-06 15:56 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.596 s -0.275
2022-11-06 15:38 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.978 s -1.197
2022-11-06 15:38 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.928 s -1.208
2022-11-06 15:43 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.912 s -0.726
2022-11-06 15:45 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.069 s 1.168
2022-11-06 15:58 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.734 s -0.141
2022-11-06 15:57 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.818 s 0.776
2022-11-06 15:44 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.141 s 1.456
2022-11-06 15:55 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.581 s -1.011
2022-11-06 15:57 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.918 s -2.569
2022-11-06 15:43 Python file-write lz4, feather, table, fanniemae_2016Q4 1.550 s 0.403
2022-11-06 15:45 Python wide-dataframe use_legacy_dataset=false 0.514 s 0.487
2022-11-06 15:55 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.313 s 0.520
2022-11-06 15:45 Python wide-dataframe use_legacy_dataset=true 0.377 s 0.230
2022-11-06 15:56 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.564 s -2.548
2022-11-06 15:56 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.567 s -2.544
2022-11-06 16:00 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.415 s -0.478
2022-11-06 15:55 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.335 s -1.017
2022-11-06 15:57 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.218 s -1.528
2022-11-06 15:57 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.580 s 0.167
2022-11-06 16:03 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.951 s 0.622
2022-11-06 16:05 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.998 s -1.031
2022-11-06 16:05 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.506 s -0.771
2022-11-06 16:07 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.453 s -1.044
2022-11-06 16:07 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.001 s 0.966
2022-11-06 16:09 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.949 s 0.829
2022-11-06 16:10 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.732 s 0.913
2022-11-06 16:11 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.916 s 0.650
2022-11-06 16:12 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.302 s 1.255
2022-11-06 16:13 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.284 s 0.147
2022-11-06 16:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s 0.023
2022-11-06 16:14 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.187 s 0.228
2022-11-06 16:13 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.471 s -0.349
2022-11-06 16:15 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.583 s 0.227
2022-11-06 16:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 0.537
2022-11-06 16:15 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.244 s 0.615
2022-11-06 16:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.300 s 0.421
2022-11-06 16:14 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.550 s 0.793
2022-11-06 16:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.517
2022-11-06 16:15 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.591 s -0.847
2022-11-06 16:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.276 s 0.506
2022-11-06 16:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s 0.077
2022-11-06 16:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.621
2022-11-06 16:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.653 s 0.560
2022-11-06 16:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s 0.626
2022-11-06 16:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s 0.653
2022-11-06 16:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.005 s 0.181
2022-11-06 16:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.468
2022-11-06 16:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.462
2022-11-06 16:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s 0.006
2022-11-06 16:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.588
2022-11-06 16:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.506
2022-11-06 16:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s 0.466
2022-11-06 16:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.584 s 0.147
2022-11-06 16:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.322 s 0.268
2022-11-06 16:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.175 s 0.145
2022-11-06 16:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.045 s 0.147
2022-11-06 16:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.715
2022-11-06 16:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.257 s 0.670
2022-11-06 16:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s 0.322
2022-11-06 16:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.560
2022-11-06 16:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.710 s -0.068
2022-11-06 16:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.328 s 0.471
2022-11-06 16:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.589
2022-11-06 16:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.511 s -0.003
2022-11-06 16:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.228 s 0.607
2022-11-06 16:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.928 s -0.390
2022-11-06 16:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.621
2022-11-06 16:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.909 s 0.079
2022-11-06 16:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.586 s 0.088
2022-11-06 16:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.600
2022-11-06 16:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.561
2022-11-06 16:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.312 s 0.719
2022-11-06 16:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.694
2022-11-06 16:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.348 s 0.446
2022-11-06 16:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.635 s 0.260
2022-11-06 16:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.633 s 0.507
2022-11-06 16:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.437
2022-11-06 16:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.734 s -0.070
2022-11-06 16:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.175 s 0.496
2022-11-06 16:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s 0.464
2022-11-06 16:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s 0.417
2022-11-06 16:24 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.347 s 0.456
2022-11-06 16:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.506 s -0.011
2022-11-06 16:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.275 s -0.100
2022-11-06 16:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.599
2022-11-06 16:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.655 s 0.166
2022-11-06 16:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s 0.411
2022-11-06 16:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.282 s 0.584
2022-11-06 16:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s 0.351
2022-11-06 16:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.775 s 0.367
2022-11-06 16:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.636
2022-11-06 16:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.501
2022-11-06 16:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.418 s 0.516
2022-11-06 16:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.715 s -0.327
2022-11-06 16:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.332 s 0.624
2022-11-06 16:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.364 s 0.585
2022-11-06 16:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.367 s 0.480
2022-11-06 16:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.528 s 0.287
2022-11-06 16:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.864 s 0.847
2022-11-06 16:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.202 s 0.365
2022-11-06 16:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.671
2022-11-06 16:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.288 s 0.685
2022-11-06 16:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.706 s 0.317
2022-11-06 16:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.678
2022-11-06 16:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.683
2022-11-06 16:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.901 s 0.423
2022-11-06 16:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.785
2022-11-06 16:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.583 s 0.798
2022-11-06 16:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s 0.715
2022-11-06 16:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.949 s 0.661
2022-11-06 16:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.684
2022-11-06 16:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.594 s -0.022
2022-11-06 16:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.527
2022-11-06 16:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.277 s 0.512
2022-11-06 16:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.607 s 0.626
2022-11-06 16:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.142 s 0.019
2022-11-06 16:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.316 s 0.323
2022-11-06 16:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s 0.361
2022-11-06 16:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.714 s 0.556
2022-11-06 16:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.151 s -0.045
2022-11-06 16:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s 0.304
2022-11-06 16:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.357 s 0.058
2022-11-06 16:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.821 s 0.578
2022-11-06 16:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.529
2022-11-06 16:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.659 s 0.048
2022-11-06 16:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.529
2022-11-06 16:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.159 s 0.014
2022-11-06 16:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.591
2022-11-06 16:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.582 s 0.067
2022-11-06 16:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.216 s 0.466
2022-11-06 16:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.207 s 0.496
2022-11-06 16:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.680
2022-11-06 16:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.525
2022-11-06 16:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s 0.455
2022-11-06 16:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.378 s 0.581
2022-11-06 16:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.777 s -0.123
2022-11-06 16:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.317 s 0.618
2022-11-06 16:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.325 s 0.592
2022-11-06 16:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.318 s 0.380
2022-11-06 16:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.958 s -0.449
2022-11-06 16:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.528
2022-11-06 16:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.490
2022-11-06 16:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.191 s 0.518
2022-11-06 16:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.405 s 0.616
2022-11-06 16:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.863 s -0.258
2022-11-06 16:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.606 s 0.419
2022-11-06 17:03 JavaScript toArray Vector int32Array
2022-11-06 16:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.771 s 0.167
2022-11-06 16:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.472
2022-11-06 16:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.743 s -0.046
2022-11-06 16:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.868 s -0.434
2022-11-06 16:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 0.611
2022-11-06 16:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.215 s 0.659
2022-11-06 16:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.898 s -0.138
2022-11-06 16:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.522 s -0.290
2022-11-06 16:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.691
2022-11-06 16:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.324 s 0.856
2022-11-06 16:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.608 s 0.529
2022-11-06 17:03 JavaScript toArray Vector dictionary 0.010 s 1.617
2022-11-06 16:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.674
2022-11-06 16:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.943 s 0.661
2022-11-06 16:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.236 s 0.137
2022-11-06 16:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.641
2022-11-06 16:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.550
2022-11-06 16:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.416
2022-11-06 16:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.282 s 0.312
2022-11-06 16:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.295 s 0.316
2022-11-06 16:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.511 s 0.877
2022-11-06 16:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.071 s -0.992
2022-11-06 16:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.450
2022-11-06 16:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.146 s 0.018
2022-11-06 16:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 33.010 s -0.195
2022-11-06 16:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s 0.417
2022-11-06 16:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s 0.389
2022-11-06 16:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.916 s 0.014
2022-11-06 16:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.412 s 0.297
2022-11-06 16:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.290 s 0.508
2022-11-06 16:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.911 s -0.079
2022-11-06 17:03 JavaScript vectorFromArray dictionary 0.017 s 0.501
2022-11-06 17:03 JavaScript Iterate Vector uint16Array 0.002 s 0.670
2022-11-06 17:03 JavaScript Iterate Vector int16Array 0.002 s 0.598
2022-11-06 17:03 JavaScript Table 1,000,000, tracks 0.264 s 0.425
2022-11-06 16:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.575
2022-11-06 16:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.261 s -0.598
2022-11-06 16:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.428 s -0.680
2022-11-06 16:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.258 s 0.578
2022-11-06 16:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.427 s 2.204
2022-11-06 16:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.315 s 0.459
2022-11-06 16:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.431 s -0.801
2022-11-06 16:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.584
2022-11-06 16:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.613
2022-11-06 17:03 JavaScript vectorFromArray booleans 0.017 s 1.140
2022-11-06 17:03 JavaScript Iterate Vector uint8Array 0.002 s 0.165
2022-11-06 17:03 JavaScript Iterate Vector uint32Array 0.002 s 0.642
2022-11-06 17:03 JavaScript Spread Vector uint8Array 0.007 s -0.041
2022-11-06 16:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.680
2022-11-06 16:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s 0.421
2022-11-06 16:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.534 s 0.231
2022-11-06 17:03 JavaScript Iterate Vector numbers 0.002 s 0.732
2022-11-06 17:03 JavaScript Iterate Vector dictionary 0.004 s -0.304
2022-11-06 16:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.747 s -0.351
2022-11-06 16:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.328 s 0.569
2022-11-06 16:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.659 s 0.684
2022-11-06 16:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.269 s 0.758
2022-11-06 17:03 JavaScript vectorFromArray numbers 0.016 s 0.810
2022-11-06 17:03 JavaScript Iterate Vector uint64Array 0.004 s 0.838
2022-11-06 17:03 JavaScript get Vector uint64Array 0.003 s -1.343
2022-11-06 17:03 JavaScript get Vector string 0.127 s -1.650
2022-11-06 17:03 JavaScript Parse write recordBatches, tracks 0.002 s -0.037
2022-11-06 17:03 JavaScript Table tracks, 1,000,000 0.247 s 1.231
2022-11-06 16:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s 0.352
2022-11-06 16:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s 0.376
2022-11-06 16:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.523 s 0.729
2022-11-06 16:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.315 s -0.685
2022-11-06 16:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.303 s -0.712
2022-11-06 16:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.807 s 1.240
2022-11-06 16:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.784 s 0.354
2022-11-06 16:51 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.007 s -0.508
2022-11-06 16:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.446 s 0.367
2022-11-06 17:03 JavaScript get Vector int32Array 0.003 s -1.790
2022-11-06 16:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s 0.496
2022-11-06 16:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.192 s 0.559
2022-11-06 16:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.200 s 0.318
2022-11-06 16:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.260 s 0.518
2022-11-06 16:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.222 s 0.408
2022-11-06 17:03 JavaScript Iterate Vector int64Array 0.004 s 0.833
2022-11-06 17:03 JavaScript Spread Vector int16Array 0.006 s 0.218
2022-11-06 16:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.305 s 0.206
2022-11-06 17:03 JavaScript Iterate Vector booleans 0.004 s 0.578
2022-11-06 17:03 JavaScript Spread Vector uint16Array 0.006 s 0.260
2022-11-06 17:03 JavaScript Spread Vector uint64Array 0.012 s 1.221
2022-11-06 16:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.022 s 0.311
2022-11-06 16:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.443 s 0.303
2022-11-06 16:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.521
2022-11-06 17:03 JavaScript toArray Vector float32Array
2022-11-06 17:03 JavaScript get Vector uint32Array 0.003 s -1.436
2022-11-06 17:03 JavaScript get Vector float32Array 0.002 s 0.155
2022-11-06 17:03 JavaScript Iterate Vector int8Array 0.002 s 0.553
2022-11-06 17:03 JavaScript Iterate Vector int32Array 0.002 s -0.075
2022-11-06 17:03 JavaScript Spread Vector dictionary 0.010 s 0.755
2022-11-06 17:03 JavaScript toArray Vector uint8Array
2022-11-06 17:03 JavaScript toArray Vector uint32Array
2022-11-06 17:03 JavaScript toArray Vector int8Array
2022-11-06 17:03 JavaScript Iterate Vector float32Array 0.002 s 0.711
2022-11-06 17:03 JavaScript Spread Vector numbers 0.008 s 0.765
2022-11-06 17:03 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.840
2022-11-06 17:03 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-06 17:03 JavaScript Iterate Vector float64Array 0.002 s 0.768
2022-11-06 17:03 JavaScript Iterate Vector string 0.128 s -0.667
2022-11-06 17:03 JavaScript Table tracks, 1,000,000 0.094 s 0.666
2022-11-06 17:03 JavaScript Spread Vector uint32Array 0.007 s 0.284
2022-11-06 17:03 JavaScript Spread Vector int8Array 0.007 s -0.313
2022-11-06 17:03 JavaScript Spread Vector int32Array 0.007 s -0.344
2022-11-06 17:03 JavaScript Spread Vector float32Array 0.008 s 0.442
2022-11-06 17:03 JavaScript toArray Vector numbers
2022-11-06 17:03 JavaScript get Vector uint8Array 0.003 s -1.642
2022-11-06 17:03 JavaScript Spread Vector int64Array 0.012 s 2.132
2022-11-06 17:03 JavaScript Spread Vector float64Array 0.008 s 0.026
2022-11-06 17:03 JavaScript Spread Vector string 0.148 s -1.299
2022-11-06 17:03 JavaScript toArray Vector uint16Array
2022-11-06 17:03 JavaScript toArray Vector uint64Array
2022-11-06 17:03 JavaScript toArray Vector int16Array
2022-11-06 17:03 JavaScript toArray Vector int64Array
2022-11-06 17:03 JavaScript Spread Vector booleans 0.010 s 1.144
2022-11-06 17:03 JavaScript get Vector uint16Array 0.003 s -1.335
2022-11-06 17:03 JavaScript get Vector int64Array 0.003 s -1.390
2022-11-06 17:03 JavaScript get Vector float64Array 0.002 s 0.103
2022-11-06 17:03 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.843
2022-11-06 17:03 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -1.189
2022-11-06 17:03 JavaScript toArray Vector float64Array
2022-11-06 17:03 JavaScript toArray Vector string 0.148 s -1.397
2022-11-06 17:03 JavaScript get Vector int16Array 0.003 s -2.806
2022-11-06 17:03 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.182
2022-11-06 17:03 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -2.517
2022-11-06 17:03 JavaScript toArray Vector booleans 0.010 s 1.075
2022-11-06 17:03 JavaScript get Vector booleans 0.002 s 0.180
2022-11-06 17:03 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.182
2022-11-06 17:03 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-06 17:03 JavaScript get Vector int8Array 0.003 s -1.401
2022-11-06 17:03 JavaScript get Vector dictionary 0.002 s 1.400
2022-11-06 17:03 JavaScript Parse read recordBatches, tracks 0.000 s 1.014
2022-11-06 17:03 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.275
2022-11-06 17:03 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.631
2022-11-06 17:03 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -2.533
2022-11-06 17:03 JavaScript get Vector numbers 0.002 s 0.124
2022-11-06 17:03 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.403
2022-11-06 17:03 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -0.866
2022-11-06 17:03 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.190 s -0.620
2022-11-06 17:03 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.685
2022-11-06 17:03 JavaScript Table tracks, 1,000,000 0.050 s -0.815
2022-11-06 17:03 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.564
2022-11-06 17:03 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.548
2022-11-06 17:03 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.221
2022-11-06 17:03 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-06 17:03 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.246
2022-11-06 17:03 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.959
2022-11-06 17:03 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-06 17:03 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.188 s -0.020