Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 22:05 Python dataframe-to-table type_strings 0.448 s -0.094
2022-11-22 22:00 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.686 s -0.843
2022-11-22 22:01 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.487 s -0.673
2022-11-22 22:00 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.250 s -0.083
2022-11-22 22:03 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.204 s -1.020
2022-11-22 22:06 Python dataset-filter nyctaxi_2010-01 1.016 s -0.600
2022-11-22 22:01 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.543 s -0.989
2022-11-22 22:06 Python dataframe-to-table type_nested 2.934 s -1.446
2022-11-22 22:05 Python dataframe-to-table type_dict 0.012 s -0.905
2022-11-22 22:05 Python dataframe-to-table type_floats 0.011 s -0.211
2022-11-22 22:14 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 82.554 s 0.227
2022-11-22 22:02 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.110 s 2.024
2022-11-22 22:03 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.118 s -0.935
2022-11-22 22:05 Python dataframe-to-table type_integers 0.010 s 0.069
2022-11-22 22:02 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.422 s 0.419
2022-11-22 22:05 Python dataframe-to-table chi_traffic_2020_Q1 20.673 s -1.802
2022-11-22 22:09 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 75.084 s 1.023
2022-11-22 22:25 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.196 s 0.502
2022-11-22 22:25 Python dataset-read async=True, nyctaxi_multi_ipc_s3 218.212 s 0.596
2022-11-22 22:25 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.158 s 1.810
2022-11-22 22:25 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.047 s 0.186
2022-11-22 22:25 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.234 s -0.341
2022-11-22 22:25 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.317 s -1.605
2022-11-22 22:26 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.199 s 0.049
2022-11-22 22:26 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.350 s -2.398
2022-11-22 22:25 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.176 s -1.308
2022-11-22 22:25 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.045 s 0.316
2022-11-22 22:27 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.973 s -0.364
2022-11-22 22:25 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.681 s -1.150
2022-11-22 22:31 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.833 s 0.178
2022-11-22 22:26 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.528 s -0.296
2022-11-22 22:26 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.128 s 0.308
2022-11-22 22:44 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.342 s -0.835
2022-11-22 22:27 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.663 s 1.409
2022-11-22 22:28 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.336 s 1.059
2022-11-22 22:34 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.945 s 1.658
2022-11-22 22:31 Python file-write uncompressed, feather, table, fanniemae_2016Q4 4.528 s 3.644
2022-11-22 22:32 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.708 s 0.113
2022-11-22 22:34 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.008 s 0.622
2022-11-22 22:35 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.769 s 0.865
2022-11-22 22:43 R dataframe-to-table type_integers, R 0.010 s 0.368
2022-11-22 22:26 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.657 s -0.575
2022-11-22 22:27 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.930 s 0.886
2022-11-22 22:29 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.520 s 0.197
2022-11-22 22:44 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.601 s -1.153
2022-11-22 22:30 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.363 s 0.052
2022-11-22 22:44 R dataframe-to-table type_nested, R 0.571 s 0.682
2022-11-22 22:26 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.652 s -0.906
2022-11-22 22:26 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.525 s -0.482
2022-11-22 22:27 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.937 s -0.961
2022-11-22 22:34 Python file-write lz4, feather, table, nyctaxi_2010-01 1.733 s -0.475
2022-11-22 22:27 Python file-read lz4, feather, table, fanniemae_2016Q4 0.832 s -0.920
2022-11-22 22:43 R dataframe-to-table type_strings, R 0.536 s 0.769
2022-11-22 22:27 Python file-read lz4, feather, table, nyctaxi_2010-01 0.684 s 0.696
2022-11-22 22:33 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.080 s 0.696
2022-11-22 22:27 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.224 s 1.700
2022-11-22 22:43 R dataframe-to-table chi_traffic_2020_Q1, R 4.350 s -1.792
2022-11-22 22:32 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.653 s 0.346
2022-11-22 22:27 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.980 s -0.805
2022-11-22 22:34 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.364 s 1.023
2022-11-22 22:45 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.314 s 0.100
2022-11-22 22:27 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.936 s -0.569
2022-11-22 22:27 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.552 s 1.852
2022-11-22 22:28 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.019 s 0.340
2022-11-22 22:34 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.504 s 1.101
2022-11-22 22:35 Python wide-dataframe use_legacy_dataset=false 0.510 s 0.401
2022-11-22 22:43 R dataframe-to-table type_dict, R 0.056 s -0.062
2022-11-22 22:32 Python file-write lz4, feather, table, fanniemae_2016Q4 1.547 s 0.711
2022-11-22 22:33 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.576 s 1.036
2022-11-22 22:35 Python wide-dataframe use_legacy_dataset=true 0.374 s 0.293
2022-11-22 22:43 R dataframe-to-table type_floats, R 0.013 s 1.108
2022-11-22 22:44 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.340 s -1.117
2022-11-22 22:45 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.586 s -0.882
2022-11-22 22:45 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.600 s 0.091
2022-11-22 22:45 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.570 s 0.056
2022-11-22 22:45 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.852 s 0.097
2022-11-22 22:46 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.559 s -0.323
2022-11-22 22:45 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.555 s -0.208
2022-11-22 22:46 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.212 s 0.239
2022-11-22 22:46 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.907 s -0.471
2022-11-22 22:46 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.911 s -0.757
2022-11-22 22:46 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.819 s 0.123
2022-11-22 22:46 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.579 s 0.137
2022-11-22 22:46 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.910 s 0.065
2022-11-22 22:47 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.498 s -0.007
2022-11-22 22:49 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.118 s -0.046
2022-11-22 22:50 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.909 s 0.146
2022-11-22 22:54 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.950 s -0.439
2022-11-22 22:52 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.577 s -0.168
2022-11-22 22:53 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.965 s -2.286
2022-11-22 22:56 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.440 s -1.283
2022-11-22 23:04 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.580 s 0.379
2022-11-22 22:59 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.715 s 0.817
2022-11-22 22:57 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.988 s 0.780
2022-11-22 23:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s 0.518
2022-11-22 23:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.752
2022-11-22 23:01 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.323 s -5.254
2022-11-22 22:58 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.952 s 0.232
2022-11-22 23:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s 0.204
2022-11-22 23:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s 1.442
2022-11-22 23:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.582 s 2.342
2022-11-22 23:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.431 s -0.700
2022-11-22 23:04 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.542 s 1.471
2022-11-22 23:04 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.245 s 0.410
2022-11-22 22:54 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.488 s 1.006
2022-11-22 23:04 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.562 s -0.052
2022-11-22 23:00 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.908 s 0.313
2022-11-22 23:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s 0.682
2022-11-22 23:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.007 s -0.385
2022-11-22 23:03 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.231 s -1.131
2022-11-22 23:02 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.323 s -0.955
2022-11-22 23:02 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.467 s 0.818
2022-11-22 23:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s 0.162
2022-11-22 23:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.620
2022-11-22 23:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.702 s 0.761
2022-11-22 23:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s 0.316
2022-11-22 23:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.301
2022-11-22 23:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s 0.072
2022-11-22 23:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.655 s -0.466
2022-11-22 23:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.285 s 0.348
2022-11-22 23:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.052 s -0.124
2022-11-22 23:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.329 s 1.199
2022-11-22 23:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.333
2022-11-22 23:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.297 s 1.223
2022-11-22 23:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.298 s 0.238
2022-11-22 23:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.222
2022-11-22 23:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.507
2022-11-22 23:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 0.820
2022-11-22 23:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.908 s 0.760
2022-11-22 23:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.527 s -0.232
2022-11-22 23:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 0.671
2022-11-22 23:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.263 s 0.508
2022-11-22 23:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 1.121
2022-11-22 23:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.177 s -0.297
2022-11-22 23:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.576
2022-11-22 23:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.234
2022-11-22 23:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.321 s 1.764
2022-11-22 23:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.847
2022-11-22 23:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.894 s 1.135
2022-11-22 23:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s 0.736
2022-11-22 23:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.733
2022-11-22 23:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 0.961
2022-11-22 23:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.631 s -0.648
2022-11-22 23:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.309 s 1.347
2022-11-22 23:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.697
2022-11-22 23:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.645 s -1.883
2022-11-22 23:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.784 s -1.690
2022-11-22 23:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 1.232
2022-11-22 23:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.789
2022-11-22 23:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.505 s 0.672
2022-11-22 23:13 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.345 s 1.200
2022-11-22 23:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.851
2022-11-22 23:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.337 s 1.047
2022-11-22 23:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.701
2022-11-22 23:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.292 s -0.612
2022-11-22 23:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.659 s -1.228
2022-11-22 23:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.367 s 0.420
2022-11-22 23:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.877
2022-11-22 23:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.655 s 0.506
2022-11-22 23:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.762 s 1.601
2022-11-22 23:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.323 s 0.911
2022-11-22 23:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.647 s 1.104
2022-11-22 23:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.709 s 0.477
2022-11-22 23:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.763 s 1.225
2022-11-22 23:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.584
2022-11-22 23:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.326 s -0.109
2022-11-22 23:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.160 s 0.436
2022-11-22 23:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.583 s 0.490
2022-11-22 23:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.604 s -0.471
2022-11-22 23:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.418 s 1.237
2022-11-22 23:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s 1.053
2022-11-22 23:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.357 s -0.376
2022-11-22 23:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.864 s -0.038
2022-11-22 23:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.913 s 0.588
2022-11-22 23:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.123 s 0.368
2022-11-22 23:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.365 s 1.216
2022-11-22 23:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.891 s 1.643
2022-11-22 23:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 1.033
2022-11-22 23:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.386
2022-11-22 23:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.359 s 0.808
2022-11-22 23:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.329 s 0.802
2022-11-22 23:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.602 s 1.349
2022-11-22 23:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.335 s -2.652
2022-11-22 23:19 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.314 s 1.153
2022-11-22 23:19 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 0.729
2022-11-22 23:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.297 s -0.860
2022-11-22 23:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.951 s -0.403
2022-11-22 23:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.868 s -1.211
2022-11-22 23:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.738
2022-11-22 23:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 1.028
2022-11-22 23:20 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.711 s 0.885
2022-11-22 23:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.469 s -0.193
2022-11-22 23:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.822 s 0.197
2022-11-22 23:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.842
2022-11-22 23:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.528 s -1.156
2022-11-22 23:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.411 s -0.585
2022-11-22 23:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.801
2022-11-22 23:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.900
2022-11-22 23:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.320 s 0.699
2022-11-22 23:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.642
2022-11-22 23:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 0.721
2022-11-22 23:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.758 s -0.396
2022-11-22 23:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 0.463
2022-11-22 23:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 1.064
2022-11-22 23:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.521 s 0.801
2022-11-22 23:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.041 s 0.426
2022-11-22 23:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.277 s 1.083
2022-11-22 23:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.434 s 0.839
2022-11-22 23:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.716
2022-11-22 23:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.526 s 0.274
2022-11-22 23:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.246
2022-11-22 23:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.813
2022-11-22 23:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.204 s -1.291
2022-11-22 23:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.292 s -0.473
2022-11-22 23:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.476
2022-11-22 23:19 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.735
2022-11-22 23:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s 1.129
2022-11-22 23:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.424 s 0.720
2022-11-22 23:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.303 s 0.370
2022-11-22 23:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.251 s -0.983
2022-11-22 23:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.354 s -1.575
2022-11-22 23:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.961
2022-11-22 23:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.152 s 0.004
2022-11-22 23:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.696
2022-11-22 23:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.430 s -1.125
2022-11-22 23:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.435 s -1.035
2022-11-22 23:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s 0.434
2022-11-22 23:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.913 s -0.602
2022-11-22 23:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s 0.257
2022-11-22 23:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.519 s -1.059
2022-11-22 23:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.118 s 0.399
2022-11-22 23:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.601 s -0.244
2022-11-22 23:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.738
2022-11-22 23:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.661 s -0.022
2022-11-22 23:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.718 s -0.346
2022-11-22 23:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.402 s 1.245
2022-11-22 23:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.382 s -0.249
2022-11-22 23:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.048
2022-11-22 23:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.281 s 0.489
2022-11-22 23:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 1.308
2022-11-22 23:36 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.257 s 0.674
2022-11-22 23:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.214 s 1.004
2022-11-22 23:41 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.058 s -0.341
2022-11-22 23:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.808 s -1.127
2022-11-22 23:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.218 s -0.436
2022-11-22 23:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.867 s -0.801
2022-11-22 23:36 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.286 s 0.987
2022-11-22 23:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s 0.049
2022-11-22 23:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.580 s 0.570
2022-11-22 23:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.946 s 0.222
2022-11-22 23:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s 0.385
2022-11-22 23:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.782 s -0.268
2022-11-22 23:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.192 s -0.546
2022-11-22 23:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.677
2022-11-22 23:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.510
2022-11-22 23:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.071
2022-11-22 23:36 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.653
2022-11-22 23:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.764
2022-11-22 23:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.313 s 2.205
2022-11-22 23:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.950 s 0.307
2022-11-22 23:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.321 s -1.622
2022-11-22 23:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.445 s 0.409
2022-11-22 23:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.534 s 0.568
2022-11-22 23:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.490 s 0.381
2022-11-22 23:52 JavaScript vectorFromArray dictionary 0.016 s 0.816
2022-11-22 23:52 JavaScript Iterate Vector uint16Array 0.002 s 0.575
2022-11-22 23:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.897 s -1.353
2022-11-22 23:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.600 s 0.840
2022-11-22 23:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 7.008 s -2.700
2022-11-22 23:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.972
2022-11-22 23:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.112 s -0.972
2022-11-22 23:52 JavaScript Iterate Vector int16Array 0.002 s 0.361
2022-11-22 23:53 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.615
2022-11-22 23:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.904
2022-11-22 23:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.874 s 0.307
2022-11-22 23:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.225 s -1.909
2022-11-22 23:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.761
2022-11-22 23:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.210 s 0.515
2022-11-22 23:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.264 s -0.570
2022-11-22 23:52 JavaScript Iterate Vector numbers 0.002 s 0.552
2022-11-22 23:52 JavaScript Spread Vector int64Array 0.012 s -1.885
2022-11-22 23:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s 0.077
2022-11-22 23:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.285 s 0.520
2022-11-22 23:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.412 s 0.038
2022-11-22 23:52 JavaScript toArray Vector numbers
2022-11-22 23:52 JavaScript toArray Vector dictionary 0.010 s 0.517
2022-11-22 23:53 JavaScript Table tracks, 1,000,000 0.050 s 0.098
2022-11-22 23:52 JavaScript toArray Vector float32Array
2022-11-22 23:52 JavaScript get Vector uint16Array 0.003 s -1.104
2022-11-22 23:52 JavaScript Iterate Vector uint64Array 0.005 s -3.819
2022-11-22 23:52 JavaScript Spread Vector uint64Array 0.012 s -0.996
2022-11-22 23:52 JavaScript Spread Vector float64Array 0.008 s 0.191
2022-11-22 23:53 JavaScript Table 1,000,000, tracks 0.250 s 1.012
2022-11-22 23:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.776 s -0.006
2022-11-22 23:52 JavaScript get Vector uint32Array 0.003 s -1.255
2022-11-22 23:53 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.033 s -0.031
2022-11-22 23:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.200 s -0.214
2022-11-22 23:52 JavaScript Iterate Vector uint32Array 0.002 s 0.448
2022-11-22 23:52 JavaScript toArray Vector uint64Array
2022-11-22 23:52 JavaScript toArray Vector int16Array
2022-11-22 23:52 JavaScript toArray Vector int64Array
2022-11-22 23:52 JavaScript toArray Vector float64Array
2022-11-22 23:53 JavaScript get Vector numbers 0.002 s -6.546
2022-11-22 23:52 JavaScript Iterate Vector uint8Array 0.002 s 0.892
2022-11-22 23:52 JavaScript Iterate Vector int8Array 0.002 s 1.085
2022-11-22 23:52 JavaScript Spread Vector string 0.144 s 0.875
2022-11-22 23:53 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.644
2022-11-22 23:53 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-22 23:53 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-22 23:53 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.532
2022-11-22 23:53 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.606
2022-11-22 23:53 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.428
2022-11-22 23:53 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-22 23:53 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.190 s -0.322
2022-11-22 23:53 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.002
2022-11-22 23:53 JavaScript Table tracks, 1,000,000 0.255 s 0.911
2022-11-22 23:53 JavaScript Table tracks, 1,000,000 0.095 s 0.110
2022-11-22 23:52 JavaScript vectorFromArray numbers 0.016 s 0.120
2022-11-22 23:52 JavaScript Iterate Vector float64Array 0.002 s 0.641
2022-11-22 23:52 JavaScript Iterate Vector booleans 0.004 s 0.621
2022-11-22 23:52 JavaScript Iterate Vector string 0.125 s 1.138
2022-11-22 23:52 JavaScript Spread Vector uint16Array 0.007 s -0.030
2022-11-22 23:52 JavaScript Spread Vector int16Array 0.007 s -0.004
2022-11-22 23:52 JavaScript vectorFromArray booleans 0.018 s -0.191
2022-11-22 23:52 JavaScript Iterate Vector int32Array 0.002 s 0.625
2022-11-22 23:52 JavaScript Iterate Vector int64Array 0.005 s -3.086
2022-11-22 23:52 JavaScript Iterate Vector float32Array 0.002 s 0.745
2022-11-22 23:52 JavaScript Iterate Vector dictionary 0.004 s -0.778
2022-11-22 23:52 JavaScript Spread Vector uint8Array 0.006 s 0.149
2022-11-22 23:52 JavaScript Spread Vector uint32Array 0.007 s 0.210
2022-11-22 23:52 JavaScript Spread Vector int8Array 0.006 s 0.193
2022-11-22 23:52 JavaScript Spread Vector int32Array 0.006 s 0.191
2022-11-22 23:52 JavaScript Spread Vector float32Array 0.008 s 0.059
2022-11-22 23:52 JavaScript Spread Vector numbers 0.008 s 0.163
2022-11-22 23:52 JavaScript Spread Vector dictionary 0.010 s 0.134
2022-11-22 23:52 JavaScript toArray Vector uint8Array
2022-11-22 23:52 JavaScript toArray Vector int8Array
2022-11-22 23:52 JavaScript toArray Vector int32Array
2022-11-22 23:53 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.034
2022-11-22 23:52 JavaScript Spread Vector booleans 0.010 s 0.024
2022-11-22 23:52 JavaScript toArray Vector uint16Array
2022-11-22 23:52 JavaScript toArray Vector uint32Array
2022-11-22 23:52 JavaScript toArray Vector booleans 0.010 s -0.276
2022-11-22 23:52 JavaScript toArray Vector string 0.142 s 1.962
2022-11-22 23:53 JavaScript get Vector dictionary 0.002 s -2.146
2022-11-22 23:53 JavaScript Parse read recordBatches, tracks 0.000 s 0.052
2022-11-22 23:53 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -1.300
2022-11-22 23:53 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.190 s -0.582
2022-11-22 23:52 JavaScript get Vector uint8Array 0.003 s 0.094
2022-11-22 23:52 JavaScript get Vector int16Array 0.003 s -1.285
2022-11-22 23:53 JavaScript get Vector string 0.123 s 0.724
2022-11-22 23:53 JavaScript Parse write recordBatches, tracks 0.002 s 0.049
2022-11-22 23:53 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.650
2022-11-22 23:53 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.245
2022-11-22 23:52 JavaScript get Vector uint64Array 0.003 s -1.339
2022-11-22 23:53 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -1.466
2022-11-22 23:53 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-22 23:53 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.405
2022-11-22 23:52 JavaScript get Vector int8Array 0.003 s -0.443
2022-11-22 23:52 JavaScript get Vector int32Array 0.003 s -0.982
2022-11-22 23:53 JavaScript get Vector float32Array 0.002 s 0.639
2022-11-22 23:53 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.399
2022-11-22 23:53 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.222
2022-11-22 23:53 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.600
2022-11-22 23:53 JavaScript get Vector int64Array 0.003 s -0.900
2022-11-22 23:53 JavaScript get Vector float64Array 0.002 s 1.482
2022-11-22 23:53 JavaScript get Vector booleans 0.002 s 0.184
2022-11-22 23:53 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.614