Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 21:32 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.677 s 0.397
2022-11-16 21:38 Python dataset-filter nyctaxi_2010-01 1.007 s -0.003
2022-11-16 21:37 Python dataframe-to-table type_strings 0.443 s 0.509
2022-11-16 21:32 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.237 s 0.948
2022-11-16 21:36 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.815 s 0.374
2022-11-16 21:34 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.423 s 0.290
2022-11-16 21:33 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.037 s 0.932
2022-11-16 21:37 Python dataframe-to-table type_floats 0.011 s 0.146
2022-11-16 21:42 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 79.899 s 0.564
2022-11-16 21:34 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.120 s 0.887
2022-11-16 21:35 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.860 s 0.456
2022-11-16 21:38 Python dataframe-to-table type_nested 2.926 s -1.724
2022-11-16 21:34 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 13.985 s 0.972
2022-11-16 21:37 Python dataframe-to-table type_integers 0.010 s -0.988
2022-11-16 21:37 Python dataframe-to-table type_dict 0.011 s 1.303
2022-11-16 21:37 Python dataframe-to-table chi_traffic_2020_Q1 20.622 s -1.837
2022-11-16 21:46 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 82.328 s 0.195
2022-11-16 22:00 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.981 s -0.979
2022-11-16 21:58 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.166 s 0.407
2022-11-16 22:00 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.204 s 3.084
2022-11-16 22:07 Python file-write lz4, feather, table, nyctaxi_2010-01 1.685 s 0.045
2022-11-16 21:59 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.126 s 0.216
2022-11-16 21:58 Python dataset-read async=True, nyctaxi_multi_ipc_s3 229.123 s -0.187
2022-11-16 22:00 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.623 s 3.154
2022-11-16 21:58 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.650 s 1.174
2022-11-16 21:59 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.510 s -0.072
2022-11-16 22:00 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.355 s 0.569
2022-11-16 22:03 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.389 s 0.141
2022-11-16 21:58 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.056 s 0.076
2022-11-16 21:58 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.201 s -0.333
2022-11-16 21:59 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.324 s 0.426
2022-11-16 21:58 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.226 s 0.020
2022-11-16 22:01 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.046 s 0.275
2022-11-16 21:59 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.653 s -0.740
2022-11-16 22:07 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.941 s 1.782
2022-11-16 22:05 Python file-write lz4, feather, table, fanniemae_2016Q4 1.549 s 0.636
2022-11-16 22:00 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.931 s 0.764
2022-11-16 21:58 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.060 s 0.077
2022-11-16 21:58 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.155 s 0.531
2022-11-16 21:59 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.643 s -0.883
2022-11-16 21:59 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.507 s -0.189
2022-11-16 22:00 Python file-read lz4, feather, table, fanniemae_2016Q4 0.831 s -0.765
2022-11-16 22:00 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.911 s 0.564
2022-11-16 22:00 Python file-read lz4, feather, table, nyctaxi_2010-01 0.688 s -0.014
2022-11-16 22:08 Python wide-dataframe use_legacy_dataset=false 0.505 s 0.828
2022-11-16 21:58 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.302 s -0.012
2022-11-16 22:02 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.591 s 0.170
2022-11-16 22:06 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.577 s 1.203
2022-11-16 21:58 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.186 s 0.490
2022-11-16 22:04 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.102 s -0.639
2022-11-16 22:07 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.008 s 0.860
2022-11-16 22:07 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.485 s -0.674
2022-11-16 22:00 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.981 s -0.971
2022-11-16 22:00 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.545 s 3.336
2022-11-16 22:04 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.882 s 0.223
2022-11-16 22:05 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.674 s 0.395
2022-11-16 22:05 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.705 s 0.242
2022-11-16 22:08 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.770 s 1.035
2022-11-16 22:00 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.932 s -0.799
2022-11-16 22:06 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.082 s 0.896
2022-11-16 22:06 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.509 s 1.156
2022-11-16 22:08 Python wide-dataframe use_legacy_dataset=true 0.376 s 0.249
2022-11-16 22:16 R dataframe-to-table chi_traffic_2020_Q1, R 4.331 s -0.350
2022-11-16 22:17 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.327 s -0.540
2022-11-16 22:16 R dataframe-to-table type_strings, R 0.536 s 1.003
2022-11-16 22:16 R dataframe-to-table type_dict, R 0.032 s 2.322
2022-11-16 22:17 R dataframe-to-table type_integers, R 0.010 s 0.421
2022-11-16 22:17 R dataframe-to-table type_floats, R 0.013 s 1.221
2022-11-16 22:17 R dataframe-to-table type_nested, R 0.571 s 0.957
2022-11-16 22:17 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.583 s -0.661
2022-11-16 22:18 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.335 s -1.212
2022-11-16 22:18 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.596 s 0.091
2022-11-16 22:29 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.410 s -0.212
2022-11-16 22:18 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.579 s -0.901
2022-11-16 22:18 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.315 s -1.026
2022-11-16 22:18 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.566 s 0.565
2022-11-16 22:19 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.552 s -0.647
2022-11-16 22:23 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.915 s 0.338
2022-11-16 22:18 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.847 s 0.412
2022-11-16 22:19 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.895 s -0.170
2022-11-16 22:19 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.578 s 1.079
2022-11-16 22:19 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.897 s -0.037
2022-11-16 22:21 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.518 s 0.143
2022-11-16 22:28 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.489 s 0.986
2022-11-16 22:19 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.812 s 2.356
2022-11-16 22:25 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.540 s 0.446
2022-11-16 22:19 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.556 s -0.568
2022-11-16 22:22 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.140 s 0.098
2022-11-16 22:19 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.217 s -0.560
2022-11-16 22:26 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.958 s -0.874
2022-11-16 22:20 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.900 s 0.998
2022-11-16 22:27 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.948 s -0.098
2022-11-16 22:31 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.946 s 0.636
2022-11-16 22:30 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.986 s 1.096
2022-11-16 22:32 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.720 s 0.928
2022-11-16 22:33 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.905 s 0.588
2022-11-16 22:34 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.312 s -1.414
2022-11-16 22:35 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.319 s -0.879
2022-11-16 22:36 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.227 s -1.053
2022-11-16 22:37 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.570 s -0.676
2022-11-16 22:36 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.469 s 0.028
2022-11-16 22:37 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.549 s 0.550
2022-11-16 22:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s 0.079
2022-11-16 22:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s 1.407
2022-11-16 22:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.194 s 0.403
2022-11-16 22:37 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.244 s 0.618
2022-11-16 22:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.026
2022-11-16 22:37 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.580 s 0.380
2022-11-16 22:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.276 s 0.960
2022-11-16 22:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.006 s -0.272
2022-11-16 22:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s -0.228
2022-11-16 22:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.555
2022-11-16 22:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.585 s 0.172
2022-11-16 22:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.606
2022-11-16 22:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.613
2022-11-16 22:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.721 s -0.208
2022-11-16 22:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.146
2022-11-16 22:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.582 s 0.161
2022-11-16 22:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.510 s -0.125
2022-11-16 22:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.681
2022-11-16 22:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.757
2022-11-16 22:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.297
2022-11-16 22:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.621
2022-11-16 22:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.595
2022-11-16 22:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.055 s -0.750
2022-11-16 22:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.324 s 0.479
2022-11-16 22:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.231
2022-11-16 22:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.628 s 0.621
2022-11-16 22:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.360
2022-11-16 22:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.292 s 0.277
2022-11-16 22:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.948 s 0.238
2022-11-16 23:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.217 s 0.290
2022-11-16 22:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.177 s -0.423
2022-11-16 22:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.923
2022-11-16 22:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.673
2022-11-16 22:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.505 s -0.186
2022-11-16 22:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.655 s -0.226
2022-11-16 22:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.281 s 1.018
2022-11-16 22:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.148
2022-11-16 23:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.264 s -0.495
2022-11-16 23:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.429 s -0.558
2022-11-16 22:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.121 s -0.110
2022-11-16 22:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.327 s -0.101
2022-11-16 22:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.171 s -0.564
2022-11-16 22:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.536 s -1.598
2022-11-16 23:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.591 s 0.921
2022-11-16 22:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.652 s 0.618
2022-11-16 22:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 1.150
2022-11-16 22:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.261 s 0.989
2022-11-16 22:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.284 s 0.004
2022-11-16 22:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.540
2022-11-16 22:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 0.761
2022-11-16 22:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.243
2022-11-16 22:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.893 s 1.204
2022-11-16 22:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.640 s -0.618
2022-11-16 22:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.763 s 1.237
2022-11-16 22:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.326 s -0.040
2022-11-16 23:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.277 s 0.826
2022-11-16 22:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 1.553
2022-11-16 22:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.229 s 0.885
2022-11-16 22:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.718 s 0.252
2022-11-16 22:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.771 s -0.992
2022-11-16 22:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.358 s -0.954
2022-11-16 22:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.865 s -0.335
2022-11-16 23:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.870
2022-11-16 22:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.427 s 0.437
2022-11-16 22:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.191 s 1.862
2022-11-16 22:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.310 s 1.093
2022-11-16 22:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 1.350
2022-11-16 22:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s 0.635
2022-11-16 22:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.422 s -1.233
2022-11-16 22:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 1.146
2022-11-16 23:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.747
2022-11-16 23:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.216 s 0.134
2022-11-16 23:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.323 s 0.399
2022-11-16 22:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.175 s 0.097
2022-11-16 22:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.347 s -0.100
2022-11-16 22:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.437 s 0.110
2022-11-16 22:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.733
2022-11-16 22:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.823 s -0.228
2022-11-16 22:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.916 s 0.189
2022-11-16 23:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.587 s -0.224
2022-11-16 22:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.890
2022-11-16 22:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s 1.219
2022-11-16 22:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 1.171
2022-11-16 22:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.296 s -0.898
2022-11-16 23:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.628 s 0.639
2022-11-16 22:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.298 s 0.184
2022-11-16 22:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.906 s 0.676
2022-11-16 22:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 0.930
2022-11-16 22:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.406
2022-11-16 23:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.204 s 1.287
2022-11-16 22:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.220
2022-11-16 22:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.656 s 0.859
2022-11-16 22:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.657
2022-11-16 22:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.609 s -0.416
2022-11-16 22:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.342
2022-11-16 22:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.678
2022-11-16 22:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.648 s 0.172
2022-11-16 22:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 0.819
2022-11-16 22:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -0.135
2022-11-16 22:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.324 s -0.427
2022-11-16 23:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.045 s 0.304
2022-11-16 22:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.329
2022-11-16 22:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.838
2022-11-16 22:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.367 s 0.003
2022-11-16 22:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s -0.493
2022-11-16 22:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.106
2022-11-16 22:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s 0.301
2022-11-16 22:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.586 s -0.321
2022-11-16 22:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.426 s 0.054
2022-11-16 23:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.328
2022-11-16 23:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.188 s 1.552
2022-11-16 22:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.095
2022-11-16 22:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.709 s -0.100
2022-11-16 22:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.470 s -1.031
2022-11-16 22:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.516 s 0.357
2022-11-16 23:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.401 s 1.478
2022-11-16 22:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.282 s -0.297
2022-11-16 22:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.695 s -1.852
2022-11-16 22:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.529 s -1.037
2022-11-16 23:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.811
2022-11-16 22:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.299 s 0.013
2022-11-16 23:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.770 s -0.435
2022-11-16 22:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.868 s -0.698
2022-11-16 22:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.271
2022-11-16 23:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.207
2022-11-16 23:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.661 s 0.181
2022-11-16 23:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.435 s -0.595
2022-11-16 22:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.202 s -0.382
2022-11-16 22:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.093
2022-11-16 23:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.728
2022-11-16 23:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.522 s 0.556
2022-11-16 23:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.973 s -0.871
2022-11-16 23:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.864 s -0.141
2022-11-16 22:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.893 s 0.959
2022-11-16 22:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.720 s 0.082
2022-11-16 23:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.580 s -0.068
2022-11-16 23:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.469
2022-11-16 23:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s 1.430
2022-11-16 23:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.191 s -0.312
2022-11-16 23:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.469 s 1.432
2022-11-16 22:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.251 s -1.245
2022-11-16 22:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.249 s -1.457
2022-11-16 23:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.758
2022-11-16 23:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s 0.922
2022-11-16 22:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s -0.296
2022-11-16 23:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.535 s 0.338
2022-11-16 23:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.320 s -0.752
2022-11-16 23:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.881 s 0.620
2022-11-16 23:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s 0.080
2022-11-16 23:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.390
2022-11-16 23:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.314 s 0.944
2022-11-16 23:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.307 s -0.625
2022-11-16 23:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 0.709
2022-11-16 23:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.399 s 1.338
2022-11-16 23:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.252 s 2.199
2022-11-16 23:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.095 s -0.787
2022-11-16 23:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.367 s 0.328
2022-11-16 23:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.254 s 1.877
2022-11-16 23:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.284 s 2.094
2022-11-16 23:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.943 s 0.417
2022-11-16 23:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.596 s 2.147
2022-11-16 23:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.382 s -0.071
2022-11-16 23:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.437 s 0.524
2022-11-16 23:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.902 s -0.548
2022-11-16 23:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.780 s -0.116
2022-11-16 23:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.715 s -0.080
2022-11-16 23:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.698
2022-11-16 23:25 JavaScript vectorFromArray booleans 0.018 s -0.175
2022-11-16 23:25 JavaScript Iterate Vector uint8Array 0.002 s -0.575
2022-11-16 23:25 JavaScript Iterate Vector int8Array 0.002 s -0.916
2022-11-16 23:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.342
2022-11-16 23:25 JavaScript Spread Vector uint64Array 0.012 s 1.293
2022-11-16 23:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.219 s 1.386
2022-11-16 23:25 JavaScript Spread Vector int8Array 0.006 s 0.169
2022-11-16 23:25 JavaScript Spread Vector int32Array 0.007 s 0.101
2022-11-16 23:26 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.179
2022-11-16 23:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.906 s -0.459
2022-11-16 23:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.131 s -0.395
2022-11-16 23:25 JavaScript Spread Vector uint16Array 0.006 s 0.318
2022-11-16 23:25 JavaScript Spread Vector booleans 0.010 s 1.213
2022-11-16 23:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.306 s -0.196
2022-11-16 23:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.197 s 1.098
2022-11-16 23:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.001 s -0.207
2022-11-16 23:26 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.425
2022-11-16 23:25 JavaScript Spread Vector int16Array 0.006 s 0.272
2022-11-16 23:25 JavaScript Spread Vector int64Array 0.012 s 1.226
2022-11-16 23:25 JavaScript Spread Vector float64Array 0.008 s 0.415
2022-11-16 23:25 JavaScript toArray Vector int64Array
2022-11-16 23:25 JavaScript toArray Vector float64Array
2022-11-16 23:25 JavaScript get Vector int8Array 0.003 s 1.231
2022-11-16 23:25 JavaScript get Vector int32Array 0.003 s 1.277
2022-11-16 23:25 JavaScript get Vector numbers 0.002 s -0.332
2022-11-16 23:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.853 s -0.479
2022-11-16 23:25 JavaScript toArray Vector uint64Array
2022-11-16 23:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.446 s 0.092
2022-11-16 23:25 JavaScript vectorFromArray dictionary 0.017 s 0.378
2022-11-16 23:25 JavaScript Iterate Vector uint16Array 0.002 s -0.123
2022-11-16 23:25 JavaScript Iterate Vector uint64Array 0.004 s -0.402
2022-11-16 23:25 JavaScript Iterate Vector booleans 0.004 s -0.339
2022-11-16 23:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.648
2022-11-16 23:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.191 s 1.473
2022-11-16 23:25 JavaScript Iterate Vector int16Array 0.002 s -0.462
2022-11-16 23:25 JavaScript Iterate Vector int64Array 0.004 s 0.405
2022-11-16 23:25 JavaScript Iterate Vector float64Array 0.002 s -1.455
2022-11-16 23:25 JavaScript Iterate Vector string 0.127 s -0.074
2022-11-16 23:25 JavaScript Spread Vector string 0.146 s -0.148
2022-11-16 23:25 JavaScript toArray Vector dictionary 0.010 s 1.540
2022-11-16 23:26 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-16 23:26 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.189 s -0.317
2022-11-16 23:26 JavaScript Table tracks, 1,000,000 0.050 s 0.139
2022-11-16 23:25 JavaScript vectorFromArray numbers 0.016 s 0.354
2022-11-16 23:25 JavaScript Iterate Vector uint32Array 0.002 s -0.197
2022-11-16 23:25 JavaScript Spread Vector uint8Array 0.006 s 0.210
2022-11-16 23:25 JavaScript Spread Vector uint32Array 0.006 s 0.302
2022-11-16 23:25 JavaScript Spread Vector float32Array 0.008 s 0.311
2022-11-16 23:25 JavaScript Spread Vector numbers 0.008 s 0.360
2022-11-16 23:25 JavaScript Spread Vector dictionary 0.010 s 0.434
2022-11-16 23:25 JavaScript Iterate Vector int32Array 0.002 s -0.871
2022-11-16 23:25 JavaScript Iterate Vector float32Array 0.002 s -0.241
2022-11-16 23:25 JavaScript Iterate Vector numbers 0.002 s -1.084
2022-11-16 23:25 JavaScript Iterate Vector dictionary 0.004 s -1.811
2022-11-16 23:25 JavaScript toArray Vector int32Array
2022-11-16 23:25 JavaScript toArray Vector numbers
2022-11-16 23:25 JavaScript get Vector uint8Array 0.003 s 1.398
2022-11-16 23:25 JavaScript get Vector uint32Array 0.003 s 1.722
2022-11-16 23:25 JavaScript get Vector float32Array 0.002 s 0.255
2022-11-16 23:25 JavaScript toArray Vector uint8Array
2022-11-16 23:25 JavaScript toArray Vector uint32Array
2022-11-16 23:25 JavaScript toArray Vector int8Array
2022-11-16 23:25 JavaScript toArray Vector float32Array
2022-11-16 23:25 JavaScript toArray Vector uint16Array
2022-11-16 23:25 JavaScript toArray Vector int16Array
2022-11-16 23:25 JavaScript toArray Vector string 0.147 s -0.925
2022-11-16 23:25 JavaScript get Vector uint64Array 0.003 s 1.310
2022-11-16 23:26 JavaScript get Vector booleans 0.002 s 0.182
2022-11-16 23:26 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.762
2022-11-16 23:26 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.581
2022-11-16 23:26 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.187 s 0.506
2022-11-16 23:25 JavaScript toArray Vector booleans 0.010 s 1.739
2022-11-16 23:25 JavaScript get Vector int16Array 0.003 s 1.570
2022-11-16 23:25 JavaScript get Vector int64Array 0.003 s 0.627
2022-11-16 23:25 JavaScript get Vector float64Array 0.002 s -1.316
2022-11-16 23:26 JavaScript get Vector string 0.124 s 0.357
2022-11-16 23:26 JavaScript Parse write recordBatches, tracks 0.002 s -0.794
2022-11-16 23:25 JavaScript get Vector uint16Array 0.003 s 1.442
2022-11-16 23:26 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -1.590
2022-11-16 23:26 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s -0.143
2022-11-16 23:26 JavaScript Table tracks, 1,000,000 0.254 s 0.900
2022-11-16 23:26 JavaScript get Vector dictionary 0.002 s -0.679
2022-11-16 23:26 JavaScript Parse read recordBatches, tracks 0.000 s 0.727
2022-11-16 23:26 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.029 s 0.708
2022-11-16 23:26 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.186
2022-11-16 23:26 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.786
2022-11-16 23:26 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -1.575
2022-11-16 23:26 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s -0.180
2022-11-16 23:26 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.260
2022-11-16 23:26 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-16 23:26 JavaScript Table 1,000,000, tracks 0.248 s 1.095
2022-11-16 23:26 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.690
2022-11-16 23:26 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.123
2022-11-16 23:26 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.762
2022-11-16 23:26 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-16 23:26 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-16 23:26 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.104
2022-11-16 23:26 JavaScript Table tracks, 1,000,000 0.094 s 0.744
2022-11-16 23:26 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.659