Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 14:13 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.212 s -0.468
2022-11-10 14:16 Python dataset-filter nyctaxi_2010-01 1.008 s -0.178
2022-11-10 14:16 Python dataframe-to-table chi_traffic_2020_Q1 20.157 s 0.690
2022-11-10 14:16 Python dataframe-to-table type_dict 0.012 s -0.509
2022-11-10 14:11 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.241 s 0.569
2022-11-10 14:13 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.404 s 4.064
2022-11-10 14:11 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.691 s -0.625
2022-11-10 14:16 Python dataframe-to-table type_floats 0.010 s 0.712
2022-11-10 14:25 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.619 s 0.343
2022-11-10 14:13 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.127 s 0.243
2022-11-10 14:16 Python dataframe-to-table type_nested 2.819 s 0.613
2022-11-10 14:20 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 81.862 s 0.212
2022-11-10 14:14 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.125 s -0.359
2022-11-10 14:12 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.609 s -0.485
2022-11-10 14:16 Python dataframe-to-table type_strings 0.444 s 0.370
2022-11-10 14:11 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.649 s 4.116
2022-11-10 14:16 Python dataframe-to-table type_integers 0.010 s 0.800
2022-11-10 14:45 Python file-write lz4, feather, table, nyctaxi_2010-01 1.663 s 0.539
2022-11-10 14:36 Python dataset-read async=True, nyctaxi_multi_ipc_s3 217.879 s 0.585
2022-11-10 14:36 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.414 s -0.748
2022-11-10 14:41 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.348 s 0.995
2022-11-10 14:37 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.525 s -1.051
2022-11-10 14:38 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.937 s -1.435
2022-11-10 14:36 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.205 s -0.204
2022-11-10 14:36 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.053 s 0.135
2022-11-10 14:44 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.592 s 1.680
2022-11-10 14:45 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.521 s 1.672
2022-11-10 14:37 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.199 s -0.601
2022-11-10 14:37 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.122 s 0.186
2022-11-10 14:46 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.746 s 1.740
2022-11-10 14:37 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.332 s -0.443
2022-11-10 14:44 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.064 s 1.671
2022-11-10 14:36 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.651 s 0.295
2022-11-10 14:37 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.522 s -1.217
2022-11-10 14:46 Python wide-dataframe use_legacy_dataset=true 0.369 s 0.827
2022-11-10 14:37 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.156 s 0.074
2022-11-10 14:38 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.926 s 1.647
2022-11-10 14:42 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.050 s -0.263
2022-11-10 14:37 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.648 s -2.022
2022-11-10 14:39 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.359 s -0.092
2022-11-10 14:36 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.241 s -0.287
2022-11-10 14:36 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.293 s 0.033
2022-11-10 14:43 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.447 s 1.376
2022-11-10 14:43 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.415 s 1.479
2022-11-10 14:42 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.520 s 1.766
2022-11-10 14:45 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.980 s -0.162
2022-11-10 14:46 Python wide-dataframe use_legacy_dataset=false 0.506 s 0.990
2022-11-10 14:36 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.053 s 0.117
2022-11-10 14:38 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.384 s -0.791
2022-11-10 14:38 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.968 s -0.647
2022-11-10 14:38 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.911 s 0.162
2022-11-10 14:43 Python file-write lz4, feather, table, fanniemae_2016Q4 1.562 s -0.384
2022-11-10 14:45 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.387 s 0.805
2022-11-10 14:38 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.984 s -1.385
2022-11-10 14:38 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.603 s -0.378
2022-11-10 14:40 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.205 s 1.790
2022-11-10 14:38 Python file-read lz4, feather, table, fanniemae_2016Q4 0.836 s -1.548
2022-11-10 14:39 Python file-read lz4, feather, table, nyctaxi_2010-01 0.687 s 0.090
2022-11-10 14:45 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 8.983 s 1.788
2022-11-10 14:37 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.667 s -2.056
2022-11-10 14:39 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.025 s 0.970
2022-11-10 14:38 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.804 s -0.779
2022-11-10 14:54 R dataframe-to-table type_integers, R 0.010 s 1.079
2022-11-10 14:54 R dataframe-to-table chi_traffic_2020_Q1, R 4.299 s 0.077
2022-11-10 14:54 R dataframe-to-table type_floats, R 0.013 s 0.932
2022-11-10 14:54 R dataframe-to-table type_strings, R 0.537 s 0.587
2022-11-10 14:55 R dataframe-to-table type_nested, R 0.571 s 0.932
2022-11-10 14:54 R dataframe-to-table type_dict, R 0.057 s 0.178
2022-11-10 14:55 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.333 s -1.117
2022-11-10 14:55 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.326 s -0.948
2022-11-10 14:55 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.589 s -1.153
2022-11-10 14:56 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.315 s -0.801
2022-11-10 14:56 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.577 s -0.880
2022-11-10 14:56 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.571 s -0.889
2022-11-10 14:56 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.599 s -0.608
2022-11-10 14:57 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.906 s -1.092
2022-11-10 14:56 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.861 s -1.835
2022-11-10 14:57 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.217 s -0.895
2022-11-10 14:56 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.552 s -0.898
2022-11-10 14:57 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.901 s -1.010
2022-11-10 14:57 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.823 s -0.809
2022-11-10 14:57 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.557 s -0.903
2022-11-10 14:57 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.909 s -0.819
2022-11-10 15:05 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.917 s 0.493
2022-11-10 14:57 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.582 s -0.083
2022-11-10 15:00 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.094 s 0.936
2022-11-10 15:03 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.543 s 0.940
2022-11-10 15:01 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.921 s 0.833
2022-11-10 15:07 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.391 s 0.117
2022-11-10 14:58 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.513 s 0.763
2022-11-10 15:03 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.953 s 0.042
2022-11-10 15:10 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.737 s 0.701
2022-11-10 15:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s -0.113
2022-11-10 15:08 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.008 s 0.672
2022-11-10 15:05 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.488 s 0.530
2022-11-10 15:09 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.950 s 0.674
2022-11-10 15:11 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.911 s 0.577
2022-11-10 15:12 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.312 s -1.230
2022-11-10 15:13 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.310 s -0.515
2022-11-10 15:14 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.543 s 1.535
2022-11-10 15:13 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.467 s 0.148
2022-11-10 15:14 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.221 s -1.295
2022-11-10 15:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.452
2022-11-10 15:15 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.572 s -0.414
2022-11-10 15:15 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.246 s -0.060
2022-11-10 15:15 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.577 s 0.480
2022-11-10 15:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s -0.392
2022-11-10 15:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.606
2022-11-10 15:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.400
2022-11-10 15:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.582 s 0.103
2022-11-10 15:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.707 s -0.207
2022-11-10 15:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.330 s 0.481
2022-11-10 15:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.409
2022-11-10 15:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.276 s 0.449
2022-11-10 15:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.000 s 0.277
2022-11-10 15:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.427 s -0.018
2022-11-10 15:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.650 s 0.540
2022-11-10 15:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.220
2022-11-10 15:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.299 s -0.054
2022-11-10 15:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.733 s -0.442
2022-11-10 15:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.475
2022-11-10 15:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.536 s -0.780
2022-11-10 15:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 0.586
2022-11-10 15:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s 0.320
2022-11-10 15:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.510
2022-11-10 15:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 0.589
2022-11-10 15:31 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.902 s -0.054
2022-11-10 15:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.516 s 2.170
2022-11-10 15:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.013
2022-11-10 15:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.969 s -0.664
2022-11-10 15:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.316 s 0.100
2022-11-10 15:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.306
2022-11-10 15:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.057
2022-11-10 15:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.045 s -0.235
2022-11-10 15:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.952 s 0.162
2022-11-10 15:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.927 s -0.929
2022-11-10 15:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.323 s 0.819
2022-11-10 15:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.174 s -0.125
2022-11-10 15:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.503 s -0.215
2022-11-10 15:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.632 s -0.832
2022-11-10 15:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 0.778
2022-11-10 15:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s 0.051
2022-11-10 15:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s 0.199
2022-11-10 15:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s 0.015
2022-11-10 15:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.567
2022-11-10 15:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.280 s 0.534
2022-11-10 15:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.518
2022-11-10 15:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.486
2022-11-10 15:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.614
2022-11-10 15:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.582 s 0.922
2022-11-10 15:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.584 s -0.423
2022-11-10 15:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.796
2022-11-10 15:24 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.344 s 0.373
2022-11-10 15:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.856 s 1.262
2022-11-10 15:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.292 s 0.537
2022-11-10 15:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.180 s -0.281
2022-11-10 15:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 0.223
2022-11-10 15:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.454
2022-11-10 15:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.173 s 0.439
2022-11-10 15:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.620
2022-11-10 15:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.563
2022-11-10 15:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.634 s 0.019
2022-11-10 15:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.285 s -0.591
2022-11-10 15:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s 0.410
2022-11-10 15:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.763 s 0.116
2022-11-10 15:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s 0.104
2022-11-10 15:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.858 s 0.108
2022-11-10 15:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.358
2022-11-10 15:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s 0.122
2022-11-10 15:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s 0.404
2022-11-10 15:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.343
2022-11-10 15:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.560
2022-11-10 15:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 0.954
2022-11-10 15:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.324 s 0.934
2022-11-10 15:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.461 s 1.345
2022-11-10 15:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.662
2022-11-10 15:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.308
2022-11-10 15:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.338 s 0.460
2022-11-10 15:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.768 s 0.499
2022-11-10 15:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.781 s -0.928
2022-11-10 15:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.297 s 0.558
2022-11-10 15:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.036
2022-11-10 15:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.642
2022-11-10 15:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.753 s -0.865
2022-11-10 15:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.365 s 0.004
2022-11-10 15:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s 0.332
2022-11-10 15:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.902 s 0.266
2022-11-10 15:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.331 s 0.481
2022-11-10 15:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.434 s 0.740
2022-11-10 15:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.199 s 0.562
2022-11-10 15:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.331 s -0.360
2022-11-10 15:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s -0.029
2022-11-10 15:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s -0.125
2022-11-10 15:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.347
2022-11-10 15:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.862 s -0.258
2022-11-10 15:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.093
2022-11-10 15:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.715
2022-11-10 15:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.557
2022-11-10 15:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.605 s 0.498
2022-11-10 15:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.594
2022-11-10 15:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.160
2022-11-10 15:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.654 s -0.339
2022-11-10 15:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.713 s -0.584
2022-11-10 15:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.652 s -0.461
2022-11-10 15:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.528 s -0.527
2022-11-10 15:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.287 s 0.511
2022-11-10 15:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.210 s 0.258
2022-11-10 15:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.402 s 0.914
2022-11-10 15:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.724
2022-11-10 15:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.715 s -0.219
2022-11-10 15:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.137 s 0.125
2022-11-10 15:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 0.669
2022-11-10 15:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.182
2022-11-10 15:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.250
2022-11-10 15:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.925 s -0.885
2022-11-10 15:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.569 s -0.246
2022-11-10 15:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s -0.102
2022-11-10 15:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s 0.077
2022-11-10 15:54 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 33.043 s -1.163
2022-11-10 15:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.078
2022-11-10 15:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.511 s 0.672
2022-11-10 15:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.712
2022-11-10 15:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.432 s -0.763
2022-11-10 15:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.088 s 0.030
2022-11-10 15:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.113
2022-11-10 15:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 0.312
2022-11-10 15:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.821 s 0.355
2022-11-10 15:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.200 s 0.630
2022-11-10 15:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.869 s 2.871
2022-11-10 15:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.275
2022-11-10 15:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.525 s -0.936
2022-11-10 15:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.294 s 0.181
2022-11-10 15:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.484
2022-11-10 15:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.609 s -1.165
2022-11-10 15:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.189 s 0.469
2022-11-10 15:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.317 s 2.547
2022-11-10 15:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.378 s 0.364
2022-11-10 15:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.356 s -0.475
2022-11-10 15:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.351
2022-11-10 15:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.256 s 0.818
2022-11-10 15:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.296
2022-11-10 15:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.021 s 1.036
2022-11-10 16:03 JavaScript Iterate Vector int32Array 0.002 s 0.567
2022-11-10 15:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.409 s 0.284
2022-11-10 15:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.447 s 1.415
2022-11-10 15:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.392
2022-11-10 15:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.214 s 0.984
2022-11-10 15:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.276 s -1.082
2022-11-10 15:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.528
2022-11-10 15:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.423 s 0.706
2022-11-10 15:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.670
2022-11-10 15:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.536 s 0.145
2022-11-10 16:03 JavaScript vectorFromArray numbers 0.016 s 0.452
2022-11-10 15:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.142 s -0.693
2022-11-10 15:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.309
2022-11-10 16:03 JavaScript Spread Vector numbers 0.008 s 0.404
2022-11-10 15:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.332
2022-11-10 15:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.277 s 0.325
2022-11-10 15:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.279 s 0.489
2022-11-10 15:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.523 s 1.351
2022-11-10 15:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.712 s 0.364
2022-11-10 15:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.312 s -0.561
2022-11-10 15:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.577 s -0.067
2022-11-10 15:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.077 s -1.155
2022-11-10 15:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.254 s 0.467
2022-11-10 16:03 JavaScript vectorFromArray booleans 0.018 s -0.086
2022-11-10 16:03 JavaScript toArray Vector int32Array
2022-11-10 15:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.424 s -0.437
2022-11-10 15:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s -0.197
2022-11-10 15:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.903 s -0.427
2022-11-10 15:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.442 s 0.958
2022-11-10 16:03 JavaScript Iterate Vector uint8Array 0.002 s 2.118
2022-11-10 16:03 JavaScript Iterate Vector uint32Array 0.002 s 0.415
2022-11-10 15:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s 0.440
2022-11-10 15:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.208 s -0.304
2022-11-10 15:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.101 s -0.581
2022-11-10 16:03 JavaScript Spread Vector int8Array 0.006 s -0.085
2022-11-10 16:03 JavaScript toArray Vector float32Array
2022-11-10 16:03 JavaScript toArray Vector numbers
2022-11-10 15:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.288 s 0.366
2022-11-10 16:03 JavaScript Spread Vector uint64Array 0.012 s 0.176
2022-11-10 16:03 JavaScript Spread Vector int16Array 0.006 s 0.352
2022-11-10 16:03 JavaScript toArray Vector string 0.146 s -0.222
2022-11-10 16:03 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.434
2022-11-10 15:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.403 s 0.355
2022-11-10 15:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 0.082
2022-11-10 16:03 JavaScript Spread Vector uint16Array 0.006 s 0.571
2022-11-10 16:03 JavaScript get Vector uint16Array 0.003 s -0.418
2022-11-10 16:03 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.407
2022-11-10 15:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.367 s -0.112
2022-11-10 15:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.945 s -0.021
2022-11-10 16:03 JavaScript Iterate Vector int64Array 0.004 s 0.953
2022-11-10 16:03 JavaScript Spread Vector float64Array 0.008 s 0.463
2022-11-10 16:03 JavaScript toArray Vector int16Array
2022-11-10 16:03 JavaScript toArray Vector int64Array
2022-11-10 15:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.601 s 0.632
2022-11-10 15:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.051
2022-11-10 15:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.137
2022-11-10 15:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.222 s -0.162
2022-11-10 16:03 JavaScript Table tracks, 1,000,000 0.050 s 0.081
2022-11-10 16:03 JavaScript Table 1,000,000, tracks 0.246 s 1.259
2022-11-10 15:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.902 s -0.710
2022-11-10 16:03 JavaScript Iterate Vector uint64Array 0.004 s 1.073
2022-11-10 16:03 JavaScript Spread Vector int64Array 0.012 s 0.534
2022-11-10 16:03 JavaScript toArray Vector uint64Array
2022-11-10 15:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.774 s 0.562
2022-11-10 16:03 JavaScript vectorFromArray dictionary 0.017 s 0.828
2022-11-10 16:03 JavaScript Iterate Vector uint16Array 0.002 s 0.538
2022-11-10 16:03 JavaScript Iterate Vector int16Array 0.002 s 0.168
2022-11-10 16:03 JavaScript Iterate Vector float64Array 0.002 s 0.814
2022-11-10 16:03 JavaScript Iterate Vector booleans 0.004 s 0.296
2022-11-10 16:03 JavaScript Iterate Vector string 0.126 s 0.441
2022-11-10 16:03 JavaScript Iterate Vector int8Array 0.002 s 0.318
2022-11-10 16:03 JavaScript Iterate Vector numbers 0.002 s 0.747
2022-11-10 16:03 JavaScript Spread Vector int32Array 0.006 s 0.211
2022-11-10 16:03 JavaScript toArray Vector uint8Array
2022-11-10 16:03 JavaScript toArray Vector uint32Array
2022-11-10 16:03 JavaScript toArray Vector int8Array
2022-11-10 16:03 JavaScript Iterate Vector float32Array 0.002 s -0.366
2022-11-10 16:03 JavaScript Iterate Vector dictionary 0.004 s 1.360
2022-11-10 16:03 JavaScript Spread Vector uint32Array 0.007 s 0.233
2022-11-10 16:03 JavaScript Spread Vector float32Array 0.008 s -0.593
2022-11-10 16:03 JavaScript Parse read recordBatches, tracks 0.000 s 1.807
2022-11-10 16:03 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.514
2022-11-10 16:03 JavaScript Spread Vector uint8Array 0.006 s 0.471
2022-11-10 16:03 JavaScript Spread Vector dictionary 0.010 s -0.124
2022-11-10 16:03 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -0.604
2022-11-10 16:03 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.605
2022-11-10 16:03 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.755
2022-11-10 16:03 JavaScript Spread Vector booleans 0.010 s -0.331
2022-11-10 16:03 JavaScript Spread Vector string 0.146 s 0.039
2022-11-10 16:03 JavaScript toArray Vector uint16Array
2022-11-10 16:03 JavaScript get Vector booleans 0.002 s 0.391
2022-11-10 16:03 JavaScript toArray Vector float64Array
2022-11-10 16:03 JavaScript toArray Vector booleans 0.010 s -0.095
2022-11-10 16:03 JavaScript get Vector uint64Array 0.003 s -0.903
2022-11-10 16:03 JavaScript get Vector int16Array 0.003 s -0.332
2022-11-10 16:03 JavaScript get Vector int64Array 0.003 s -0.443
2022-11-10 16:03 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.338
2022-11-10 16:03 JavaScript toArray Vector dictionary 0.010 s -0.215
2022-11-10 16:03 JavaScript get Vector uint8Array 0.003 s -0.453
2022-11-10 16:03 JavaScript get Vector uint32Array 0.003 s -0.401
2022-11-10 16:03 JavaScript get Vector int8Array 0.003 s -0.113
2022-11-10 16:03 JavaScript get Vector int32Array 0.003 s -0.531
2022-11-10 16:03 JavaScript get Vector float32Array 0.002 s 0.017
2022-11-10 16:03 JavaScript get Vector numbers 0.002 s 0.122
2022-11-10 16:03 JavaScript get Vector dictionary 0.002 s -0.153
2022-11-10 16:03 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.458
2022-11-10 16:03 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.456
2022-11-10 16:03 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-10 16:03 JavaScript get Vector float64Array 0.002 s 0.037
2022-11-10 16:03 JavaScript get Vector string 0.123 s 1.151
2022-11-10 16:03 JavaScript Parse write recordBatches, tracks 0.002 s 1.859
2022-11-10 16:03 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -0.610
2022-11-10 16:03 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.612
2022-11-10 16:03 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -0.931
2022-11-10 16:03 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-10 16:03 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-10 16:03 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.187 s 0.388
2022-11-10 16:03 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.216
2022-11-10 16:03 JavaScript Table tracks, 1,000,000 0.243 s 1.452
2022-11-10 16:03 JavaScript Table tracks, 1,000,000 0.094 s 0.604
2022-11-10 16:03 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.221
2022-11-10 16:03 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-10 16:03 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.189 s -0.500
2022-11-10 16:03 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.644
2022-11-10 16:03 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.261
2022-11-10 16:03 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.686