Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 11:53 Python dataframe-to-table chi_traffic_2020_Q1 20.680 s -1.641
2022-11-23 11:50 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.126 s 0.190
2022-11-23 11:52 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.121 s -0.943
2022-11-23 11:48 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.662 s 2.117
2022-11-23 11:51 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.191 s -0.935
2022-11-23 11:49 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.445 s -0.546
2022-11-23 11:54 Python dataframe-to-table type_dict 0.012 s -0.525
2022-11-23 11:54 Python dataframe-to-table type_strings 0.453 s -0.727
2022-11-23 11:50 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.405 s 3.281
2022-11-23 11:48 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.234 s 1.066
2022-11-23 11:50 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.420 s -0.608
2022-11-23 11:54 Python dataset-filter nyctaxi_2010-01 1.008 s -0.076
2022-11-23 11:54 Python dataframe-to-table type_integers 0.010 s 0.369
2022-11-23 11:54 Python dataframe-to-table type_floats 0.010 s 0.371
2022-11-23 11:54 Python dataframe-to-table type_nested 2.977 s -2.033
2022-11-23 12:14 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.031 s 0.524
2022-11-23 12:15 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.171 s -0.463
2022-11-23 11:59 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 91.684 s -0.774
2022-11-23 12:33 R dataframe-to-table type_strings, R 0.537 s 0.368
2022-11-23 12:21 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.666 s 0.258
2022-11-23 12:03 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 82.326 s 0.262
2022-11-23 12:17 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.325 s 1.270
2022-11-23 12:14 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.213 s 0.381
2022-11-23 12:16 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.636 s 1.539
2022-11-23 12:17 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.550 s 1.682
2022-11-23 12:22 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.691 s 0.132
2022-11-23 12:16 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.219 s 1.501
2022-11-23 12:23 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.081 s 0.603
2022-11-23 12:14 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.135 s 0.834
2022-11-23 12:17 Python file-read lz4, feather, table, nyctaxi_2010-01 0.692 s -1.062
2022-11-23 12:22 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.595 s 0.358
2022-11-23 12:17 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.931 s 0.787
2022-11-23 12:24 Python file-write lz4, feather, table, nyctaxi_2010-01 1.706 s -0.204
2022-11-23 12:34 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.585 s -0.295
2022-11-23 12:15 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.668 s -0.815
2022-11-23 12:16 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.928 s -0.229
2022-11-23 12:24 Python wide-dataframe use_legacy_dataset=true 0.375 s 0.245
2022-11-23 12:15 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.514 s 0.065
2022-11-23 12:17 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.933 s -0.386
2022-11-23 12:14 Python dataset-read async=True, nyctaxi_multi_ipc_s3 222.190 s 0.314
2022-11-23 12:15 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.203 s -0.201
2022-11-23 12:15 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.651 s -0.772
2022-11-23 12:16 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.950 s 1.102
2022-11-23 12:33 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.339 s -0.636
2022-11-23 12:14 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.175 s 0.742
2022-11-23 12:15 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.517 s -0.242
2022-11-23 12:19 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.570 s -0.009
2022-11-23 12:15 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.053 s 0.069
2022-11-23 12:20 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.036 s -0.128
2022-11-23 12:15 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.674 s -0.647
2022-11-23 12:33 R dataframe-to-table type_nested, R 0.572 s 0.551
2022-11-23 12:34 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.312 s 0.126
2022-11-23 12:14 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.306 s -0.456
2022-11-23 12:24 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.994 s -1.170
2022-11-23 12:16 Python file-read lz4, feather, table, fanniemae_2016Q4 0.823 s 0.250
2022-11-23 12:16 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.985 s -1.133
2022-11-23 12:34 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.331 s -0.543
2022-11-23 12:34 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.569 s 0.073
2022-11-23 12:15 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.133 s 0.170
2022-11-23 12:16 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.323 s 0.640
2022-11-23 12:21 Python file-write lz4, feather, table, fanniemae_2016Q4 1.544 s 0.968
2022-11-23 12:23 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.521 s 0.432
2022-11-23 12:35 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.906 s -0.248
2022-11-23 12:17 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.043 s 0.007
2022-11-23 12:35 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s 0.101
2022-11-23 12:36 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.580 s 0.121
2022-11-23 12:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.651 s 0.730
2022-11-23 12:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.923 s -0.830
2022-11-23 12:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.904 s -0.111
2022-11-23 13:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.262 s 0.007
2022-11-23 12:19 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.355 s 0.232
2022-11-23 12:20 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.879 s -0.011
2022-11-23 12:35 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.550 s 0.074
2022-11-23 12:36 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.817 s 0.137
2022-11-23 12:36 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.903 s 0.132
2022-11-23 12:24 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.786 s 0.557
2022-11-23 12:33 R dataframe-to-table type_integers, R 0.010 s -0.002
2022-11-23 12:45 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.415 s -0.469
2022-11-23 12:24 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.347 s 1.254
2022-11-23 12:24 Python wide-dataframe use_legacy_dataset=false 0.511 s 0.281
2022-11-23 12:35 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.903 s -0.211
2022-11-23 12:42 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.958 s -0.540
2022-11-23 12:47 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.957 s -0.009
2022-11-23 12:23 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 8.992 s 0.763
2022-11-23 12:37 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.502 s -0.001
2022-11-23 12:40 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.919 s 0.045
2022-11-23 12:43 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.967 s -1.013
2022-11-23 12:50 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.917 s -0.053
2022-11-23 12:32 R dataframe-to-table chi_traffic_2020_Q1, R 4.339 s -1.163
2022-11-23 12:53 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.546 s 0.823
2022-11-23 12:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.704 s 0.742
2022-11-23 12:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s 0.263
2022-11-23 12:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.045 s 0.998
2022-11-23 12:34 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.585 s -0.702
2022-11-23 12:35 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.613 s -0.045
2022-11-23 12:53 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.579 s 0.383
2022-11-23 12:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.224
2022-11-23 12:35 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.555 s -0.002
2022-11-23 12:33 R dataframe-to-table type_dict, R 0.054 s 0.010
2022-11-23 12:50 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.309 s -0.403
2022-11-23 12:33 R dataframe-to-table type_floats, R 0.013 s 0.733
2022-11-23 12:39 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.125 s -0.103
2022-11-23 12:41 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.569 s -0.024
2022-11-23 12:52 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.468 s 0.186
2022-11-23 12:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s 0.280
2022-11-23 13:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.420 s 0.423
2022-11-23 13:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.802 s -1.916
2022-11-23 13:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s -0.031
2022-11-23 13:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 0.319
2022-11-23 13:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.323 s 0.113
2022-11-23 13:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.667 s 0.507
2022-11-23 12:51 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.324 s -0.889
2022-11-23 12:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.046
2022-11-23 12:35 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.864 s -0.032
2022-11-23 12:53 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.245 s 0.419
2022-11-23 12:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.426 s 1.002
2022-11-23 12:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.505 s 0.612
2022-11-23 12:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.221
2022-11-23 13:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.206
2022-11-23 13:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.586
2022-11-23 13:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.344 s 1.643
2022-11-23 13:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.607 s -0.326
2022-11-23 12:53 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.223 s -0.619
2022-11-23 12:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.582 s 1.065
2022-11-23 12:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s -0.099
2022-11-23 13:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.778 s -1.174
2022-11-23 13:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s 0.209
2022-11-23 13:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.253 s -1.928
2022-11-23 13:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s 0.370
2022-11-23 13:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.655 s -1.421
2022-11-23 13:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.231
2022-11-23 13:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.911 s 0.694
2022-11-23 13:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.306 s -0.215
2022-11-23 13:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.822
2022-11-23 12:44 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.493 s -0.370
2022-11-23 12:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s 0.343
2022-11-23 13:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.758
2022-11-23 13:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.292 s -0.236
2022-11-23 13:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.771 s -0.924
2022-11-23 13:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.525 s 0.459
2022-11-23 13:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.353 s -1.473
2022-11-23 13:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.580 s 0.499
2022-11-23 13:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.522 s 0.312
2022-11-23 12:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s -0.337
2022-11-23 12:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s 0.003
2022-11-23 12:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.417
2022-11-23 12:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.297 s 0.403
2022-11-23 12:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.271
2022-11-23 12:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.327 s -1.098
2022-11-23 12:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.184 s -0.914
2022-11-23 13:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.285
2022-11-23 13:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.854 s 1.485
2022-11-23 13:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s 0.283
2022-11-23 13:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.433 s 0.161
2022-11-23 13:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s -0.252
2022-11-23 12:46 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.988 s 0.703
2022-11-23 12:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.332
2022-11-23 13:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s -0.116
2022-11-23 13:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.994
2022-11-23 13:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.358 s -0.930
2022-11-23 13:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.862 s 0.230
2022-11-23 13:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.534 s -1.688
2022-11-23 13:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.325
2022-11-23 13:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.040 s 0.464
2022-11-23 12:48 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.722 s 0.569
2022-11-23 12:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.089
2022-11-23 12:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.270 s 1.013
2022-11-23 12:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.004 s 0.906
2022-11-23 12:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.286 s -0.292
2022-11-23 13:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 1.104
2022-11-23 13:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.362 s -0.026
2022-11-23 13:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.325 s 0.372
2022-11-23 13:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.296 s -0.551
2022-11-23 13:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.237 s -1.045
2022-11-23 12:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s 0.032
2022-11-23 13:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.173 s 1.020
2022-11-23 13:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.331 s 0.297
2022-11-23 13:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.456 s 1.818
2022-11-23 13:42 JavaScript Iterate Vector dictionary 0.004 s -1.293
2022-11-23 12:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.125
2022-11-23 13:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.312 s 0.403
2022-11-23 13:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.947 s 0.303
2022-11-23 13:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.595
2022-11-23 13:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.488 s 0.030
2022-11-23 13:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.867 s -0.623
2022-11-23 13:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.254 s 1.173
2022-11-23 13:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.136 s -0.500
2022-11-23 12:53 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.573 s -0.511
2022-11-23 12:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.333 s -0.503
2022-11-23 12:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.238
2022-11-23 13:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.268 s -0.087
2022-11-23 13:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.131 s 0.538
2022-11-23 13:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.409 s 0.401
2022-11-23 13:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.826 s -1.088
2022-11-23 13:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.536
2022-11-23 13:42 JavaScript toArray Vector int64Array
2022-11-23 12:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.585 s 0.734
2022-11-23 13:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.746 s -0.656
2022-11-23 13:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.288 s -0.206
2022-11-23 13:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.235 s -0.217
2022-11-23 13:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.183
2022-11-23 13:42 JavaScript Spread Vector int64Array 0.012 s -0.673
2022-11-23 13:42 JavaScript toArray Vector float64Array
2022-11-23 13:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.637 s 0.143
2022-11-23 13:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.002
2022-11-23 13:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.657 s -0.542
2022-11-23 13:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.185
2022-11-23 13:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.763 s 1.104
2022-11-23 13:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.970 s -0.664
2022-11-23 13:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.919 s -0.726
2022-11-23 13:42 JavaScript toArray Vector uint16Array
2022-11-23 13:42 JavaScript toArray Vector int16Array
2022-11-23 13:42 JavaScript get Vector string 0.129 s -2.459
2022-11-23 13:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s -0.600
2022-11-23 13:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.650
2022-11-23 13:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.040
2022-11-23 13:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.318 s -0.627
2022-11-23 13:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.918 s -0.854
2022-11-23 13:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.341 s -0.316
2022-11-23 13:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.189
2022-11-23 13:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.614 s -1.876
2022-11-23 13:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.193 s -1.491
2022-11-23 13:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.224
2022-11-23 13:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.436 s -2.356
2022-11-23 13:42 JavaScript vectorFromArray booleans 0.018 s -0.447
2022-11-23 13:42 JavaScript Iterate Vector numbers 0.002 s 0.675
2022-11-23 13:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.393
2022-11-23 13:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.505 s 0.748
2022-11-23 13:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.633 s -0.445
2022-11-23 13:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.205 s -1.901
2022-11-23 13:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.596
2022-11-23 13:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.535 s 0.284
2022-11-23 13:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.117 s -1.000
2022-11-23 13:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.318 s -0.100
2022-11-23 13:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.965 s -1.434
2022-11-23 13:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.602 s -0.101
2022-11-23 13:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.227 s -3.449
2022-11-23 13:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s -0.276
2022-11-23 13:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.265
2022-11-23 13:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.474 s -2.053
2022-11-23 13:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.840 s -1.903
2022-11-23 13:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.282 s -0.491
2022-11-23 13:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.404 s 0.146
2022-11-23 13:32 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.834 s -0.271
2022-11-23 13:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -0.248
2022-11-23 13:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.290 s 0.361
2022-11-23 13:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.284 s -0.202
2022-11-23 13:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.550
2022-11-23 13:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s 0.936
2022-11-23 13:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.369 s -1.040
2022-11-23 13:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.709 s 0.419
2022-11-23 13:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.105 s 1.201
2022-11-23 13:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.901 s -0.716
2022-11-23 13:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.179 s -0.314
2022-11-23 13:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.317 s -3.243
2022-11-23 13:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.426 s -0.110
2022-11-23 13:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s 0.059
2022-11-23 13:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.219 s -1.037
2022-11-23 13:42 JavaScript Spread Vector uint64Array 0.012 s -0.760
2022-11-23 13:42 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.126
2022-11-23 13:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.367 s -0.148
2022-11-23 13:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.333 s -1.132
2022-11-23 13:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.321 s 1.620
2022-11-23 13:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.589 s -1.439
2022-11-23 13:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.588
2022-11-23 13:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.592 s 0.080
2022-11-23 13:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.382
2022-11-23 13:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.456
2022-11-23 13:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.722 s -1.085
2022-11-23 13:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.696
2022-11-23 13:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.206 s -0.763
2022-11-23 13:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.663 s -1.580
2022-11-23 13:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s -0.023
2022-11-23 13:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.430 s -1.162
2022-11-23 13:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s -0.427
2022-11-23 13:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.446 s -0.062
2022-11-23 13:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s -0.211
2022-11-23 13:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.008
2022-11-23 13:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s 0.037
2022-11-23 13:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.256 s 0.803
2022-11-23 13:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.778 s 0.612
2022-11-23 13:42 JavaScript Iterate Vector float32Array 0.002 s 0.825
2022-11-23 13:42 JavaScript Spread Vector int32Array 0.006 s 0.177
2022-11-23 13:42 JavaScript Spread Vector dictionary 0.010 s -1.128
2022-11-23 13:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.205 s -2.698
2022-11-23 13:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.265 s -1.060
2022-11-23 13:42 JavaScript Iterate Vector uint8Array 0.002 s 0.779
2022-11-23 13:42 JavaScript Iterate Vector uint32Array 0.002 s 0.589
2022-11-23 13:42 JavaScript Iterate Vector int8Array 0.002 s 0.989
2022-11-23 13:42 JavaScript Spread Vector uint8Array 0.006 s 0.294
2022-11-23 13:42 JavaScript Spread Vector uint32Array 0.007 s 0.113
2022-11-23 13:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.889 s -0.458
2022-11-23 13:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.286 s 1.078
2022-11-23 13:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.274 s -1.375
2022-11-23 13:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.370 s -1.325
2022-11-23 13:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.669
2022-11-23 13:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.319 s -0.698
2022-11-23 13:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.278 s -1.959
2022-11-23 13:42 JavaScript vectorFromArray numbers 0.017 s -0.337
2022-11-23 13:42 JavaScript Spread Vector int16Array 0.006 s 0.192
2022-11-23 13:42 JavaScript Spread Vector float64Array 0.008 s 0.259
2022-11-23 13:42 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.677
2022-11-23 13:42 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-23 13:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.626
2022-11-23 13:42 JavaScript get Vector int16Array 0.003 s 1.441
2022-11-23 13:42 JavaScript vectorFromArray dictionary 0.017 s 0.051
2022-11-23 13:42 JavaScript Iterate Vector uint16Array 0.002 s 0.527
2022-11-23 13:42 JavaScript Iterate Vector uint64Array 0.004 s -0.143
2022-11-23 13:42 JavaScript Iterate Vector int16Array 0.002 s 0.415
2022-11-23 13:42 JavaScript Iterate Vector int64Array 0.004 s 0.232
2022-11-23 13:42 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.547
2022-11-23 13:42 JavaScript Iterate Vector int32Array 0.002 s 0.515
2022-11-23 13:42 JavaScript Spread Vector float32Array 0.008 s 0.127
2022-11-23 13:42 JavaScript toArray Vector uint8Array
2022-11-23 13:42 JavaScript toArray Vector int8Array
2022-11-23 13:42 JavaScript toArray Vector numbers
2022-11-23 13:42 JavaScript toArray Vector dictionary 0.010 s 0.137
2022-11-23 13:42 JavaScript Table 1,000,000, tracks 0.263 s 0.434
2022-11-23 13:42 JavaScript Iterate Vector float64Array 0.002 s 0.388
2022-11-23 13:42 JavaScript Iterate Vector booleans 0.004 s 0.423
2022-11-23 13:42 JavaScript Iterate Vector string 0.130 s -2.048
2022-11-23 13:42 JavaScript Spread Vector uint16Array 0.006 s 0.281
2022-11-23 13:42 JavaScript toArray Vector uint64Array
2022-11-23 13:42 JavaScript Spread Vector int8Array 0.006 s 0.128
2022-11-23 13:42 JavaScript Spread Vector numbers 0.008 s 0.299
2022-11-23 13:42 JavaScript toArray Vector uint32Array
2022-11-23 13:42 JavaScript toArray Vector int32Array
2022-11-23 13:42 JavaScript toArray Vector float32Array
2022-11-23 13:42 JavaScript Spread Vector booleans 0.010 s 0.135
2022-11-23 13:42 JavaScript Spread Vector string 0.151 s -2.459
2022-11-23 13:42 JavaScript get Vector int32Array 0.003 s 1.205
2022-11-23 13:42 JavaScript get Vector numbers 0.002 s 0.078
2022-11-23 13:42 JavaScript Parse write recordBatches, tracks 0.002 s -3.027
2022-11-23 13:42 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.262
2022-11-23 13:42 JavaScript toArray Vector booleans 0.010 s 0.841
2022-11-23 13:42 JavaScript toArray Vector string 0.152 s -3.363
2022-11-23 13:42 JavaScript get Vector uint16Array 0.003 s 1.493
2022-11-23 13:42 JavaScript get Vector uint64Array 0.003 s 1.547
2022-11-23 13:42 JavaScript get Vector booleans 0.002 s 0.479
2022-11-23 13:42 JavaScript get Vector dictionary 0.002 s 0.032
2022-11-23 13:42 JavaScript get Vector uint8Array 0.003 s 1.217
2022-11-23 13:42 JavaScript get Vector uint32Array 0.003 s 1.722
2022-11-23 13:42 JavaScript get Vector int8Array 0.003 s 1.282
2022-11-23 13:42 JavaScript get Vector int64Array 0.003 s 0.680
2022-11-23 13:42 JavaScript get Vector float32Array 0.002 s 0.135
2022-11-23 13:42 JavaScript get Vector float64Array 0.002 s -0.005
2022-11-23 13:42 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.702
2022-11-23 13:42 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.476
2022-11-23 13:42 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.092
2022-11-23 13:42 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.520
2022-11-23 13:42 JavaScript Parse read recordBatches, tracks 0.000 s 0.050
2022-11-23 13:42 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.511
2022-11-23 13:42 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -1.570
2022-11-23 13:42 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -1.587
2022-11-23 13:42 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.650
2022-11-23 13:42 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.125
2022-11-23 13:42 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -0.909
2022-11-23 13:42 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.193 s -1.405
2022-11-23 13:42 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.343
2022-11-23 13:42 JavaScript Table tracks, 1,000,000 0.271 s 0.182
2022-11-23 13:42 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-23 13:42 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 13:42 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 13:42 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.187 s 0.521
2022-11-23 13:42 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.999
2022-11-23 13:42 JavaScript Table tracks, 1,000,000 0.050 s 0.139
2022-11-23 13:42 JavaScript Table tracks, 1,000,000 0.095 s 0.481
2022-11-23 13:42 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.489