Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 12:04 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.215 s -0.750
2022-11-09 12:06 Python dataset-filter nyctaxi_2010-01 0.993 s 0.273
2022-11-09 12:01 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.229 s 1.450
2022-11-09 12:06 Python dataframe-to-table chi_traffic_2020_Q1 19.942 s 2.204
2022-11-09 12:06 Python dataframe-to-table type_dict 0.012 s -0.697
2022-11-09 12:06 Python dataframe-to-table type_strings 0.425 s 3.052
2022-11-09 12:01 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.756 s -0.857
2022-11-09 12:01 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.694 s -0.970
2022-11-09 12:03 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.118 s 1.138
2022-11-09 12:26 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.297 s -0.021
2022-11-09 12:03 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.427 s -0.257
2022-11-09 12:06 Python dataframe-to-table type_nested 2.824 s 0.681
2022-11-09 12:02 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.610 s -0.477
2022-11-09 12:03 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.200 s -0.416
2022-11-09 12:06 Python dataframe-to-table type_integers 0.010 s 0.372
2022-11-09 12:15 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.300 s 0.453
2022-11-09 12:26 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.373 s -0.443
2022-11-09 12:27 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.473 s 0.084
2022-11-09 12:31 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.317 s 1.479
2022-11-09 12:06 Python dataframe-to-table type_floats 0.011 s 0.177
2022-11-09 12:26 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.663 s 0.151
2022-11-09 12:27 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.479 s -0.098
2022-11-09 12:26 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.207 s -0.273
2022-11-09 12:28 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.370 s -0.860
2022-11-09 12:29 Python file-read lz4, feather, table, nyctaxi_2010-01 0.685 s 0.496
2022-11-09 12:29 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.354 s -0.144
2022-11-09 12:10 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 81.917 s 0.104
2022-11-09 12:26 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.042 s 0.229
2022-11-09 12:27 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.608 s -0.514
2022-11-09 12:28 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.910 s 0.225
2022-11-09 12:28 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.931 s 0.783
2022-11-09 12:28 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.606 s -0.695
2022-11-09 12:26 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.218 s -0.014
2022-11-09 12:28 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.945 s 0.557
2022-11-09 12:29 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 9.988 s 1.502
2022-11-09 12:26 Python dataset-read async=True, nyctaxi_multi_ipc_s3 220.663 s 0.302
2022-11-09 12:27 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.193 s -0.057
2022-11-09 12:27 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.578 s 0.060
2022-11-09 12:28 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.784 s -0.771
2022-11-09 12:28 Python file-read lz4, feather, table, fanniemae_2016Q4 0.830 s -0.857
2022-11-09 12:26 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.042 s 0.195
2022-11-09 12:27 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.151 s 0.456
2022-11-09 12:30 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.134 s 3.454
2022-11-09 12:32 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.027 s -0.211
2022-11-09 12:36 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.752 s 2.633
2022-11-09 12:27 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.117 s 0.355
2022-11-09 12:27 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.332 s -0.337
2022-11-09 12:28 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.925 s 2.287
2022-11-09 12:28 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.901 s 0.778
2022-11-09 12:35 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.461 s -0.479
2022-11-09 12:44 R dataframe-to-table type_strings, R 0.537 s 0.443
2022-11-09 12:34 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.659 s -0.333
2022-11-09 12:34 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.125 s 1.520
2022-11-09 12:44 R dataframe-to-table type_dict, R 0.057 s 0.147
2022-11-09 12:44 R dataframe-to-table type_integers, R 0.010 s 1.393
2022-11-09 12:44 R dataframe-to-table type_floats, R 0.013 s 0.853
2022-11-09 12:32 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.442 s 3.463
2022-11-09 12:35 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.580 s -0.127
2022-11-09 12:44 R dataframe-to-table chi_traffic_2020_Q1, R 4.302 s 0.062
2022-11-09 12:33 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.361 s 2.942
2022-11-09 12:35 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.053 s 1.557
2022-11-09 12:36 Python wide-dataframe use_legacy_dataset=true 0.378 s 0.075
2022-11-09 12:36 Python wide-dataframe use_legacy_dataset=false 0.509 s 0.782
2022-11-09 12:45 R dataframe-to-table type_nested, R 0.571 s 1.035
2022-11-09 12:33 Python file-write lz4, feather, table, fanniemae_2016Q4 1.556 s 0.266
2022-11-09 12:35 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.974 s 0.086
2022-11-09 12:35 Python file-write lz4, feather, table, nyctaxi_2010-01 1.691 s 0.122
2022-11-09 12:46 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.535 s 0.421
2022-11-09 12:47 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.539 s 0.377
2022-11-09 12:33 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.388 s 2.877
2022-11-09 12:46 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.852 s -0.604
2022-11-09 12:47 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.586 s -1.029
2022-11-09 12:46 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.247
2022-11-09 12:45 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.555 s -0.222
2022-11-09 12:45 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.292 s -0.033
2022-11-09 12:46 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.593 s 0.123
2022-11-09 12:48 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.434 s 1.525
2022-11-09 12:45 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.303 s -0.287
2022-11-09 12:46 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.887 s -0.129
2022-11-09 12:51 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.865 s 1.460
2022-11-09 12:46 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.314 s -0.389
2022-11-09 12:47 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s 0.186
2022-11-09 12:47 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.820 s 0.219
2022-11-09 12:45 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.550 s -0.197
2022-11-09 12:50 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.032 s 1.592
2022-11-09 12:47 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.889 s 0.010
2022-11-09 12:47 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.910 s -1.240
2022-11-09 12:53 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.457 s 1.711
2022-11-09 12:53 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.958 s -0.670
2022-11-09 12:55 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.911 s 0.709
2022-11-09 12:55 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.488 s 0.670
2022-11-09 12:57 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.371 s 0.585
2022-11-09 13:01 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.982 s 0.008
2022-11-09 13:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s 0.174
2022-11-09 13:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s 0.112
2022-11-09 13:05 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.541 s 0.121
2022-11-09 13:05 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.241 s 0.882
2022-11-09 13:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s 0.141
2022-11-09 13:02 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.307 s 0.224
2022-11-09 12:58 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.061 s 0.045
2022-11-09 13:00 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.787 s 0.230
2022-11-09 13:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.728 s -0.539
2022-11-09 12:59 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 6.019 s 0.030
2022-11-09 13:03 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.468 s 0.053
2022-11-09 13:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s -0.092
2022-11-09 13:06 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.082
2022-11-09 13:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.428
2022-11-09 13:03 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.305 s -0.428
2022-11-09 13:04 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.211 s -0.815
2022-11-09 13:05 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.594 s -0.158
2022-11-09 13:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s 0.488
2022-11-09 13:06 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.007 s 0.013
2022-11-09 13:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.285 s 0.350
2022-11-09 13:04 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.555 s 0.353
2022-11-09 13:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.164
2022-11-09 13:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.587 s -0.295
2022-11-09 13:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s 0.207
2022-11-09 13:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.366 s 0.198
2022-11-09 13:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s 0.421
2022-11-09 13:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.049 s -0.292
2022-11-09 13:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.651 s 0.483
2022-11-09 13:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s 0.473
2022-11-09 13:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.331
2022-11-09 13:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s 0.318
2022-11-09 13:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.491
2022-11-09 13:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.299 s 0.307
2022-11-09 13:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.922 s -0.219
2022-11-09 13:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.588 s -0.452
2022-11-09 13:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.359
2022-11-09 13:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s 0.475
2022-11-09 13:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.194 s 0.403
2022-11-09 13:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.517 s -0.686
2022-11-09 13:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 0.395
2022-11-09 13:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 0.413
2022-11-09 13:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.537
2022-11-09 13:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.323 s 0.704
2022-11-09 13:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.909 s -0.041
2022-11-09 13:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.296
2022-11-09 13:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.155 s 1.025
2022-11-09 13:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.258 s 0.410
2022-11-09 13:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.594
2022-11-09 13:13 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.294
2022-11-09 13:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.310 s 0.701
2022-11-09 13:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.635 s 0.161
2022-11-09 13:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.627 s 0.614
2022-11-09 13:13 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.175 s 0.305
2022-11-09 13:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.705 s -0.398
2022-11-09 13:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s 0.146
2022-11-09 13:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s 0.020
2022-11-09 13:13 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.318
2022-11-09 13:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.508 s -0.744
2022-11-09 13:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.349
2022-11-09 13:14 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s 0.237
2022-11-09 13:14 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.292 s -0.883
2022-11-09 13:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.657 s -0.198
2022-11-09 13:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.456
2022-11-09 13:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s 0.194
2022-11-09 13:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.458
2022-11-09 13:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.772 s 0.298
2022-11-09 13:16 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.700 s -1.853
2022-11-09 13:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.329 s 0.568
2022-11-09 13:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.501
2022-11-09 13:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.496
2022-11-09 13:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.494
2022-11-09 13:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 0.590
2022-11-09 13:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.434 s 0.624
2022-11-09 13:19 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.248 s 0.481
2022-11-09 13:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.316
2022-11-09 13:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.311
2022-11-09 13:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.109 s -0.365
2022-11-09 13:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.294 s 0.317
2022-11-09 13:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.941 s 0.837
2022-11-09 13:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.756 s -0.834
2022-11-09 13:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.324
2022-11-09 13:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.312
2022-11-09 13:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 0.631
2022-11-09 13:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.421 s 0.216
2022-11-09 13:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.859 s 1.110
2022-11-09 13:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.707 s 0.181
2022-11-09 13:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.382
2022-11-09 13:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s 0.488
2022-11-09 13:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.895 s 0.546
2022-11-09 13:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 0.572
2022-11-09 13:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.353 s 0.348
2022-11-09 13:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.343
2022-11-09 13:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.765 s 0.176
2022-11-09 13:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.486
2022-11-09 13:20 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.335
2022-11-09 13:21 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.822 s -1.747
2022-11-09 13:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.467 s 0.144
2022-11-09 13:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.504
2022-11-09 13:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.200 s 0.359
2022-11-09 13:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.524 s 0.534
2022-11-09 13:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.054 s -0.041
2022-11-09 13:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.297 s 0.436
2022-11-09 13:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.128 s 0.392
2022-11-09 13:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s 0.349
2022-11-09 13:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.286 s 0.679
2022-11-09 13:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.189 s 0.510
2022-11-09 13:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.282 s 0.129
2022-11-09 13:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.535 s 0.343
2022-11-09 13:20 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.653 s -0.204
2022-11-09 13:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.866 s -0.550
2022-11-09 13:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.576
2022-11-09 13:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.582 s 0.769
2022-11-09 13:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.283 s -0.332
2022-11-09 13:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.325 s 0.664
2022-11-09 13:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.523 s 0.565
2022-11-09 13:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s 0.059
2022-11-09 13:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.190 s -0.613
2022-11-09 13:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s 0.311
2022-11-09 13:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.461
2022-11-09 13:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.601 s -0.060
2022-11-09 13:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.514 s 0.422
2022-11-09 13:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.464
2022-11-09 13:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.914 s 0.054
2022-11-09 13:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.208 s 0.565
2022-11-09 13:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 0.562
2022-11-09 13:26 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.301 s 0.804
2022-11-09 13:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.335
2022-11-09 13:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.886 s 0.729
2022-11-09 13:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.824 s 0.046
2022-11-09 13:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.441
2022-11-09 13:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.477
2022-11-09 13:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.134
2022-11-09 13:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.342
2022-11-09 13:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.323 s 0.098
2022-11-09 13:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.453 s 1.342
2022-11-09 13:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.758 s -0.561
2022-11-09 13:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.262 s 0.194
2022-11-09 13:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.283
2022-11-09 13:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.582 s -0.422
2022-11-09 13:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.474
2022-11-09 13:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.951 s -0.269
2022-11-09 13:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.215 s 0.538
2022-11-09 13:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.322 s 1.093
2022-11-09 13:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.317 s 0.147
2022-11-09 13:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.404 s 0.504
2022-11-09 13:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.475
2022-11-09 13:29 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.598 s -0.795
2022-11-09 13:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s 0.165
2022-11-09 13:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.914 s 1.666
2022-11-09 13:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.450
2022-11-09 13:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.336
2022-11-09 13:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.658 s 0.611
2022-11-09 13:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.779 s 0.342
2022-11-09 13:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.252 s 0.409
2022-11-09 13:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.273
2022-11-09 13:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.673
2022-11-09 13:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.000 s 0.593
2022-11-09 13:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.604 s 0.589
2022-11-09 13:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.424 s -0.297
2022-11-09 13:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.287 s 0.568
2022-11-09 13:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.376 s 0.474
2022-11-09 13:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.309 s -0.470
2022-11-09 13:34 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.490 s 0.950
2022-11-09 13:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.294 s 0.140
2022-11-09 13:38 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.885 s -0.393
2022-11-09 13:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.258 s 0.002
2022-11-09 13:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.784
2022-11-09 13:36 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.394 s 0.572
2022-11-09 13:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s 0.155
2022-11-09 13:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.707 s 0.616
2022-11-09 13:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.430 s -0.633
2022-11-09 13:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.257 s 0.508
2022-11-09 13:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s 0.199
2022-11-09 13:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.891 s 0.316
2022-11-09 13:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.861 s -0.109
2022-11-09 13:36 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.493
2022-11-09 13:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.193
2022-11-09 13:38 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.602 s 0.497
2022-11-09 13:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s 0.287
2022-11-09 13:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.134 s -0.057
2022-11-09 13:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.195 s 0.055
2022-11-09 13:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s 0.110
2022-11-09 13:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.450 s -0.367
2022-11-09 13:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.246
2022-11-09 13:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.897 s 0.356
2022-11-09 13:53 JavaScript toArray Vector uint64Array
2022-11-09 13:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.567 s 1.096
2022-11-09 13:53 JavaScript vectorFromArray numbers 0.017 s -0.583
2022-11-09 13:53 JavaScript Iterate Vector float32Array 0.002 s 0.768
2022-11-09 13:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.348
2022-11-09 13:53 JavaScript toArray Vector int64Array
2022-11-09 13:53 JavaScript toArray Vector numbers
2022-11-09 13:53 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.747
2022-11-09 13:53 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.600
2022-11-09 13:53 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.987
2022-11-09 13:53 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-09 13:53 JavaScript vectorFromArray dictionary 0.017 s 0.337
2022-11-09 13:53 JavaScript vectorFromArray booleans 0.017 s 0.945
2022-11-09 13:53 JavaScript toArray Vector int16Array
2022-11-09 13:53 JavaScript toArray Vector int32Array
2022-11-09 13:53 JavaScript toArray Vector float32Array
2022-11-09 13:53 JavaScript toArray Vector string 0.145 s 0.173
2022-11-09 13:53 JavaScript get Vector uint64Array 0.003 s -0.216
2022-11-09 13:53 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-09 13:53 JavaScript Iterate Vector uint8Array 0.002 s 1.402
2022-11-09 13:53 JavaScript Iterate Vector uint16Array 0.002 s 1.750
2022-11-09 13:53 JavaScript Iterate Vector uint32Array 0.002 s 2.016
2022-11-09 13:53 JavaScript Iterate Vector uint64Array 0.004 s 0.763
2022-11-09 13:53 JavaScript Iterate Vector int8Array 0.002 s 2.081
2022-11-09 13:53 JavaScript Iterate Vector int16Array 0.002 s 1.715
2022-11-09 13:53 JavaScript Iterate Vector int32Array 0.002 s 1.589
2022-11-09 13:53 JavaScript Iterate Vector int64Array 0.004 s 0.678
2022-11-09 13:53 JavaScript Iterate Vector dictionary 0.004 s -0.822
2022-11-09 13:53 JavaScript Iterate Vector string 0.124 s 1.495
2022-11-09 13:53 JavaScript Spread Vector uint8Array 0.006 s 0.677
2022-11-09 13:53 JavaScript Iterate Vector float64Array 0.002 s 0.418
2022-11-09 13:53 JavaScript Iterate Vector numbers 0.002 s 0.691
2022-11-09 13:53 JavaScript Iterate Vector booleans 0.004 s 0.308
2022-11-09 13:53 JavaScript Spread Vector uint32Array 0.007 s 0.300
2022-11-09 13:53 JavaScript Spread Vector uint64Array 0.012 s -0.193
2022-11-09 13:53 JavaScript toArray Vector int8Array
2022-11-09 13:53 JavaScript Spread Vector uint16Array 0.006 s 0.678
2022-11-09 13:53 JavaScript get Vector uint8Array 0.003 s -0.291
2022-11-09 13:53 JavaScript get Vector uint16Array 0.003 s 0.664
2022-11-09 13:53 JavaScript get Vector uint32Array 0.003 s 0.322
2022-11-09 13:53 JavaScript get Vector int8Array 0.003 s -0.079
2022-11-09 13:53 JavaScript Spread Vector int8Array 0.007 s -0.287
2022-11-09 13:53 JavaScript Spread Vector int16Array 0.006 s 0.538
2022-11-09 13:53 JavaScript Spread Vector int32Array 0.006 s 0.607
2022-11-09 13:53 JavaScript Spread Vector int64Array 0.012 s -0.609
2022-11-09 13:53 JavaScript Spread Vector float32Array 0.008 s 0.478
2022-11-09 13:53 JavaScript Spread Vector float64Array 0.008 s 0.426
2022-11-09 13:53 JavaScript Spread Vector numbers 0.008 s 0.194
2022-11-09 13:53 JavaScript Spread Vector booleans 0.010 s 0.240
2022-11-09 13:53 JavaScript Spread Vector dictionary 0.010 s 0.231
2022-11-09 13:53 JavaScript Spread Vector string 0.146 s -0.018
2022-11-09 13:53 JavaScript toArray Vector uint8Array
2022-11-09 13:53 JavaScript toArray Vector uint16Array
2022-11-09 13:53 JavaScript toArray Vector uint32Array
2022-11-09 13:53 JavaScript toArray Vector float64Array
2022-11-09 13:53 JavaScript toArray Vector dictionary 0.010 s 0.100
2022-11-09 13:53 JavaScript toArray Vector booleans 0.010 s 0.041
2022-11-09 13:53 JavaScript get Vector numbers 0.002 s 0.114
2022-11-09 13:53 JavaScript get Vector string 0.122 s 2.005
2022-11-09 13:53 JavaScript Parse read recordBatches, tracks 0.000 s 0.213
2022-11-09 13:53 JavaScript Parse write recordBatches, tracks 0.002 s -0.336
2022-11-09 13:53 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.508
2022-11-09 13:53 JavaScript get Vector int16Array 0.003 s 0.699
2022-11-09 13:53 JavaScript get Vector int32Array 0.003 s 0.514
2022-11-09 13:53 JavaScript get Vector int64Array 0.003 s -0.367
2022-11-09 13:53 JavaScript get Vector float32Array 0.002 s 0.128
2022-11-09 13:53 JavaScript get Vector float64Array 0.002 s 0.112
2022-11-09 13:53 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.894
2022-11-09 13:53 JavaScript get Vector booleans 0.002 s -0.014
2022-11-09 13:53 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.420
2022-11-09 13:53 JavaScript Table tracks, 1,000,000 0.050 s 0.059
2022-11-09 13:53 JavaScript get Vector dictionary 0.002 s -0.300
2022-11-09 13:53 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.306
2022-11-09 13:53 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.012
2022-11-09 13:53 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.087
2022-11-09 13:53 JavaScript Table tracks, 1,000,000 0.301 s -1.315
2022-11-09 13:53 JavaScript Table 1,000,000, tracks 0.297 s -1.174
2022-11-09 13:53 JavaScript Table tracks, 1,000,000 0.094 s 0.701
2022-11-09 13:53 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.776
2022-11-09 13:53 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.786
2022-11-09 13:53 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.657
2022-11-09 13:53 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.301
2022-11-09 13:53 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-09 13:53 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-09 13:53 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.186 s 0.671
2022-11-09 13:53 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.189 s -0.433
2022-11-09 13:53 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.226
2022-11-09 13:53 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.158
2022-11-09 13:53 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.174
2022-11-09 13:53 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 1.662