Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 17:26 Python dataframe-to-table type_floats 0.011 s -0.282
2022-11-08 17:23 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.423 s 0.331
2022-11-08 17:26 Python dataframe-to-table type_integers 0.010 s 0.013
2022-11-08 17:23 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.121 s 0.768
2022-11-08 17:21 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.266 s -1.243
2022-11-08 17:24 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.180 s -0.610
2022-11-08 17:47 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.579 s -0.010
2022-11-08 17:22 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.606 s -0.480
2022-11-08 17:26 Python dataframe-to-table type_dict 0.011 s -0.232
2022-11-08 17:26 Python dataset-filter nyctaxi_2010-01 0.989 s 0.407
2022-11-08 17:23 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.243 s -0.624
2022-11-08 17:26 Python dataframe-to-table type_strings 0.415 s 6.409
2022-11-08 18:04 R dataframe-to-table type_floats, R 0.013 s 1.042
2022-11-08 17:21 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.561 s -0.217
2022-11-08 17:47 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.187 s 0.595
2022-11-08 17:51 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.336 s 1.472
2022-11-08 17:53 Python file-write lz4, feather, table, fanniemae_2016Q4 1.550 s 0.831
2022-11-08 17:47 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.331 s -0.335
2022-11-08 17:48 Python file-read lz4, feather, table, nyctaxi_2010-01 0.681 s 1.446
2022-11-08 17:21 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.684 s 0.097
2022-11-08 17:26 Python dataframe-to-table chi_traffic_2020_Q1 19.801 s 3.256
2022-11-08 17:46 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.245 s -0.395
2022-11-08 17:55 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.577 s 0.009
2022-11-08 17:46 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.304 s -0.151
2022-11-08 17:49 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.364 s -0.479
2022-11-08 17:49 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.015 s 1.409
2022-11-08 17:53 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.328 s 4.016
2022-11-08 17:26 Python dataframe-to-table type_nested 2.833 s 0.477
2022-11-08 17:48 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.368 s -0.895
2022-11-08 18:05 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.282 s 0.251
2022-11-08 17:48 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.948 s 0.445
2022-11-08 17:53 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.358 s 3.481
2022-11-08 17:46 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.054 s 0.113
2022-11-08 17:47 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.597 s -3.791
2022-11-08 17:48 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.891 s 1.420
2022-11-08 18:10 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.054 s 1.586
2022-11-08 17:31 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 83.405 s -0.100
2022-11-08 17:48 Python file-read lz4, feather, table, fanniemae_2016Q4 0.830 s -0.883
2022-11-08 17:52 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.022 s -0.224
2022-11-08 18:05 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.296 s -0.077
2022-11-08 18:06 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.533 s 0.622
2022-11-08 18:07 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.539 s 0.387
2022-11-08 17:48 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.772 s -0.707
2022-11-08 18:04 R dataframe-to-table chi_traffic_2020_Q1, R 4.307 s -0.012
2022-11-08 17:46 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.037 s 0.227
2022-11-08 17:47 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.609 s -0.578
2022-11-08 17:47 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.468 s 0.209
2022-11-08 17:48 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.929 s 1.154
2022-11-08 17:54 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.659 s -0.252
2022-11-08 17:35 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.548 s 0.387
2022-11-08 17:46 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.225 s 0.309
2022-11-08 17:48 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.605 s -0.702
2022-11-08 17:52 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.465 s 4.345
2022-11-08 17:55 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.043 s 1.980
2022-11-08 17:55 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.392 s 0.817
2022-11-08 17:46 Python dataset-read async=True, nyctaxi_multi_ipc_s3 217.398 s 0.690
2022-11-08 18:08 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.459 s 1.487
2022-11-08 17:46 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.217 s -0.421
2022-11-08 17:46 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.143 s 1.106
2022-11-08 17:47 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.114 s 0.480
2022-11-08 18:07 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.888 s 0.086
2022-11-08 18:05 R dataframe-to-table type_nested, R 0.571 s 0.857
2022-11-08 17:46 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.669 s 0.062
2022-11-08 17:48 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.940 s 1.287
2022-11-08 17:48 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.918 s -0.242
2022-11-08 18:04 R dataframe-to-table type_strings, R 0.537 s 0.566
2022-11-08 17:50 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.221 s 3.839
2022-11-08 17:56 Python wide-dataframe use_legacy_dataset=true 0.372 s 0.662
2022-11-08 18:05 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.549 s -0.058
2022-11-08 18:05 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.543 s -0.001
2022-11-08 18:06 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.855 s -1.005
2022-11-08 17:55 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.976 s -0.067
2022-11-08 17:56 Python wide-dataframe use_legacy_dataset=false 0.508 s 0.871
2022-11-08 18:04 R dataframe-to-table type_integers, R 0.010 s 1.410
2022-11-08 18:06 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.311 s 1.387
2022-11-08 17:54 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.119 s 1.779
2022-11-08 17:56 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.768 s 2.322
2022-11-08 18:04 R dataframe-to-table type_dict, R 0.059 s -0.093
2022-11-08 17:55 Python file-write lz4, feather, table, nyctaxi_2010-01 1.796 s -0.864
2022-11-08 18:06 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.611 s -2.621
2022-11-08 18:07 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.818 s 0.620
2022-11-08 18:06 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.570 s -0.259
2022-11-08 18:07 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.907 s -0.670
2022-11-08 18:06 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.885 s 0.007
2022-11-08 18:07 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s 0.087
2022-11-08 18:07 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.585 s -0.987
2022-11-08 18:11 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.867 s 1.557
2022-11-08 18:13 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.495 s 1.613
2022-11-08 18:13 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.962 s -1.485
2022-11-08 18:15 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.926 s 0.426
2022-11-08 18:15 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.489 s 0.615
2022-11-08 18:17 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.367 s 0.669
2022-11-08 18:18 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.054 s 0.143
2022-11-08 18:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.038
2022-11-08 18:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.046
2022-11-08 18:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.012
2022-11-08 18:20 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.795 s 0.147
2022-11-08 18:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s 0.259
2022-11-08 18:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.059 s -0.676
2022-11-08 18:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.476
2022-11-08 18:25 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.594 s -0.114
2022-11-08 18:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.651 s 0.534
2022-11-08 18:21 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.974 s 0.085
2022-11-08 18:25 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.548 s -0.007
2022-11-08 18:22 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.307 s 0.126
2022-11-08 18:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s 0.365
2022-11-08 18:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.337 s 0.221
2022-11-08 18:23 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.465 s 0.599
2022-11-08 18:25 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.250 s -0.183
2022-11-08 18:22 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.315 s -0.792
2022-11-08 18:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s 0.198
2022-11-08 18:24 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.544 s 1.064
2022-11-08 18:24 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.212 s -0.935
2022-11-08 18:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.511
2022-11-08 18:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.435
2022-11-08 18:19 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 6.008 s 0.141
2022-11-08 18:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.008 s 0.028
2022-11-08 18:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.724 s -0.531
2022-11-08 18:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s 0.519
2022-11-08 18:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s 0.234
2022-11-08 18:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.428 s 0.235
2022-11-08 18:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.299 s 0.353
2022-11-08 18:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.591 s -0.571
2022-11-08 18:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.409
2022-11-08 18:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.520
2022-11-08 18:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.587 s -0.282
2022-11-08 18:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.905 s 0.302
2022-11-08 18:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.925 s -0.320
2022-11-08 18:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 0.396
2022-11-08 18:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.528 s -0.866
2022-11-08 18:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.194 s 0.498
2022-11-08 18:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s 0.511
2022-11-08 18:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 0.442
2022-11-08 18:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.527
2022-11-08 18:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.326 s 0.441
2022-11-08 18:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.314 s 0.511
2022-11-08 18:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.390
2022-11-08 18:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.404
2022-11-08 18:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.163 s 0.640
2022-11-08 18:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 0.623
2022-11-08 18:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.387
2022-11-08 18:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.619
2022-11-08 18:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.371
2022-11-08 18:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.626 s 0.707
2022-11-08 18:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.349
2022-11-08 18:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.508 s -0.710
2022-11-08 18:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.637 s 0.131
2022-11-08 18:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s 0.269
2022-11-08 18:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.707 s -0.442
2022-11-08 18:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s 0.062
2022-11-08 18:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.325
2022-11-08 18:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s 0.299
2022-11-08 18:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.290 s -0.916
2022-11-08 18:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.279 s 0.507
2022-11-08 18:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.499
2022-11-08 18:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.657 s -0.114
2022-11-08 18:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.367 s 0.248
2022-11-08 18:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.468
2022-11-08 18:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.627 s -0.954
2022-11-08 18:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.774 s 0.303
2022-11-08 18:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.542
2022-11-08 18:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.387 s 0.271
2022-11-08 18:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.520
2022-11-08 18:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.428
2022-11-08 18:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.651 s 0.023
2022-11-08 18:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.819 s 0.626
2022-11-08 18:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.481
2022-11-08 18:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.275
2022-11-08 18:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.420 s 0.299
2022-11-08 18:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.711 s 0.071
2022-11-08 18:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.545
2022-11-08 18:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.897 s 0.487
2022-11-08 18:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 0.596
2022-11-08 18:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.463 s 1.030
2022-11-08 18:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.596 s -0.824
2022-11-08 18:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.212 s 0.491
2022-11-08 18:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s 0.321
2022-11-08 18:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.526
2022-11-08 18:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.265 s 0.611
2022-11-08 18:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.548
2022-11-08 18:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.292
2022-11-08 18:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.774
2022-11-08 18:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.869 s -0.055
2022-11-08 18:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s 0.274
2022-11-08 18:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.356 s -0.016
2022-11-08 18:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.332 s 0.305
2022-11-08 18:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.377
2022-11-08 18:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.250 s 0.015
2022-11-08 18:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.855 s 0.522
2022-11-08 18:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.322 s 1.083
2022-11-08 18:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.932 s 1.006
2022-11-08 18:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.189 s 0.499
2022-11-08 18:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.527 s -0.581
2022-11-08 18:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.770 s -1.024
2022-11-08 18:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.120 s -0.531
2022-11-08 18:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.436
2022-11-08 18:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.110 s 0.978
2022-11-08 18:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.270
2022-11-08 18:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.605 s 0.562
2022-11-08 18:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.564
2022-11-08 18:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.590
2022-11-08 18:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 0.620
2022-11-08 18:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.365
2022-11-08 18:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.522
2022-11-08 18:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.397
2022-11-08 18:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s 0.274
2022-11-08 18:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.584 s -0.601
2022-11-08 18:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.370
2022-11-08 18:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.160 s 0.046
2022-11-08 18:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.653 s 0.171
2022-11-08 18:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.301 s -0.417
2022-11-08 18:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.376 s 0.527
2022-11-08 18:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.324 s 0.746
2022-11-08 18:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.856 s 1.367
2022-11-08 18:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.600 s 0.065
2022-11-08 18:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.368 s 0.284
2022-11-08 18:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.659 s 0.574
2022-11-08 18:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.434 s 0.673
2022-11-08 18:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.200 s 0.359
2022-11-08 18:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.286 s 0.700
2022-11-08 18:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.506
2022-11-08 18:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.427 s 0.322
2022-11-08 18:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.215 s 0.574
2022-11-08 18:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.769 s 0.071
2022-11-08 18:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.528 s 0.121
2022-11-08 18:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.919 s -0.335
2022-11-08 18:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.047 s 0.245
2022-11-08 18:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.292
2022-11-08 19:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.200 s 0.147
2022-11-08 18:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.948 s 0.596
2022-11-08 18:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.252 s 0.480
2022-11-08 18:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.295 s 0.249
2022-11-08 18:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.517 s 0.196
2022-11-08 18:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.538 s 0.123
2022-11-08 18:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.065 s -0.185
2022-11-08 18:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.944 s 0.318
2022-11-08 18:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s 0.400
2022-11-08 18:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.614
2022-11-08 18:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.582 s 0.804
2022-11-08 18:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.191 s 0.343
2022-11-08 18:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.374
2022-11-08 18:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.382
2022-11-08 18:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.522
2022-11-08 18:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.737 s -0.742
2022-11-08 18:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s 0.335
2022-11-08 18:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s 0.317
2022-11-08 18:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.476
2022-11-08 18:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.411 s 0.269
2022-11-08 18:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.747 s -0.354
2022-11-08 18:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.555
2022-11-08 18:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.282 s 0.201
2022-11-08 18:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.397 s 0.547
2022-11-08 18:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.897 s 0.216
2022-11-08 18:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s 0.200
2022-11-08 18:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.289 s 1.332
2022-11-08 18:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.324 s 0.061
2022-11-08 18:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.639
2022-11-08 18:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 0.345
2022-11-08 19:02 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.930 s 0.134
2022-11-08 19:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.257 s 0.143
2022-11-08 19:13 JavaScript Iterate Vector uint32Array 0.002 s 0.099
2022-11-08 19:13 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.196 s -3.223
2022-11-08 18:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.385
2022-11-08 19:13 JavaScript Iterate Vector uint16Array 0.002 s -0.055
2022-11-08 19:13 JavaScript Iterate Vector int16Array 0.002 s 0.058
2022-11-08 19:13 JavaScript Spread Vector string 0.146 s -0.305
2022-11-08 19:13 JavaScript toArray Vector uint16Array
2022-11-08 18:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.287 s 0.585
2022-11-08 19:13 JavaScript toArray Vector uint8Array
2022-11-08 19:13 JavaScript get Vector uint64Array 0.003 s 0.197
2022-11-08 19:13 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.502
2022-11-08 18:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.524 s 0.491
2022-11-08 18:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.896 s -0.034
2022-11-08 18:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.424 s -0.286
2022-11-08 19:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.195 s 0.159
2022-11-08 19:13 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-08 18:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.406 s 0.395
2022-11-08 18:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.432 s -0.760
2022-11-08 18:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.862 s -0.133
2022-11-08 19:13 JavaScript vectorFromArray numbers 0.017 s -0.937
2022-11-08 19:13 JavaScript Table tracks, 1,000,000 0.050 s 0.104
2022-11-08 18:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.255 s 0.606
2022-11-08 18:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.602 s 0.587
2022-11-08 19:13 JavaScript Iterate Vector float32Array 0.002 s 0.343
2022-11-08 19:13 JavaScript Table 1,000,000, tracks 0.268 s 0.230
2022-11-08 18:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.091 s 1.144
2022-11-08 19:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.223 s 0.116
2022-11-08 19:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.426
2022-11-08 19:13 JavaScript get Vector dictionary 0.002 s -1.291
2022-11-08 19:13 JavaScript Spread Vector int32Array 0.007 s -0.664
2022-11-08 19:13 JavaScript Spread Vector numbers 0.008 s -0.096
2022-11-08 19:13 JavaScript toArray Vector float64Array
2022-11-08 19:13 JavaScript get Vector int64Array 0.003 s -0.194
2022-11-08 18:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.709 s 0.596
2022-11-08 19:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.449 s -0.108
2022-11-08 19:13 JavaScript Parse write recordBatches, tracks 0.002 s 0.180
2022-11-08 19:13 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.516
2022-11-08 19:13 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.505
2022-11-08 19:13 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-08 19:13 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -1.245
2022-11-08 19:13 JavaScript Table tracks, 1,000,000 0.265 s 0.364
2022-11-08 19:13 JavaScript Table tracks, 1,000,000 0.095 s 0.557
2022-11-08 18:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.784 s 0.229
2022-11-08 19:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.643 s 0.748
2022-11-08 19:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.301 s -0.205
2022-11-08 19:13 JavaScript vectorFromArray booleans 0.018 s 0.527
2022-11-08 19:13 JavaScript Iterate Vector uint8Array 0.002 s -0.331
2022-11-08 19:13 JavaScript Iterate Vector int32Array 0.002 s -0.156
2022-11-08 19:13 JavaScript vectorFromArray dictionary 0.017 s -0.259
2022-11-08 19:13 JavaScript Iterate Vector float64Array 0.002 s 0.125
2022-11-08 19:13 JavaScript Iterate Vector booleans 0.004 s 0.140
2022-11-08 19:13 JavaScript Iterate Vector string 0.126 s 0.564
2022-11-08 19:13 JavaScript Spread Vector uint64Array 0.012 s 0.110
2022-11-08 19:13 JavaScript Iterate Vector int64Array 0.004 s 0.565
2022-11-08 19:13 JavaScript toArray Vector uint64Array
2022-11-08 19:13 JavaScript toArray Vector int8Array
2022-11-08 19:13 JavaScript get Vector uint32Array 0.003 s -0.127
2022-11-08 19:13 JavaScript get Vector int32Array 0.003 s 0.016
2022-11-08 19:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s 0.190
2022-11-08 19:13 JavaScript Iterate Vector uint64Array 0.004 s 0.468
2022-11-08 19:13 JavaScript Spread Vector int64Array 0.012 s 0.138
2022-11-08 19:13 JavaScript get Vector uint8Array 0.003 s 0.184
2022-11-08 19:13 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-08 19:13 JavaScript Iterate Vector int8Array 0.002 s -0.053
2022-11-08 19:13 JavaScript Spread Vector float32Array 0.008 s -0.587
2022-11-08 19:13 JavaScript toArray Vector booleans 0.010 s 0.095
2022-11-08 19:13 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.184 s 1.815
2022-11-08 19:13 JavaScript Iterate Vector numbers 0.002 s 0.355
2022-11-08 19:13 JavaScript Iterate Vector dictionary 0.004 s -0.566
2022-11-08 19:13 JavaScript Spread Vector uint8Array 0.007 s -0.166
2022-11-08 19:13 JavaScript Spread Vector uint32Array 0.007 s 0.061
2022-11-08 19:13 JavaScript Spread Vector int8Array 0.006 s 0.281
2022-11-08 19:13 JavaScript Spread Vector uint16Array 0.007 s -0.205
2022-11-08 19:13 JavaScript Spread Vector float64Array 0.008 s 0.075
2022-11-08 19:13 JavaScript Spread Vector booleans 0.010 s -0.058
2022-11-08 19:13 JavaScript toArray Vector float32Array
2022-11-08 19:13 JavaScript toArray Vector numbers
2022-11-08 19:13 JavaScript Spread Vector int16Array 0.006 s 0.135
2022-11-08 19:13 JavaScript toArray Vector dictionary 0.010 s -0.597
2022-11-08 19:13 JavaScript Spread Vector dictionary 0.010 s -0.977
2022-11-08 19:13 JavaScript toArray Vector int16Array
2022-11-08 19:13 JavaScript toArray Vector int64Array
2022-11-08 19:13 JavaScript toArray Vector string 0.145 s 0.446
2022-11-08 19:13 JavaScript get Vector string 0.125 s -0.512
2022-11-08 19:13 JavaScript toArray Vector uint32Array
2022-11-08 19:13 JavaScript get Vector uint16Array 0.003 s 0.082
2022-11-08 19:13 JavaScript toArray Vector int32Array
2022-11-08 19:13 JavaScript get Vector int8Array 0.003 s 0.012
2022-11-08 19:13 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-08 19:13 JavaScript get Vector int16Array 0.003 s 0.288
2022-11-08 19:13 JavaScript get Vector float64Array 0.002 s 0.087
2022-11-08 19:13 JavaScript get Vector float32Array 0.002 s 0.153
2022-11-08 19:13 JavaScript get Vector numbers 0.002 s 0.084
2022-11-08 19:13 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.539
2022-11-08 19:13 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.437
2022-11-08 19:13 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.665
2022-11-08 19:13 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 1.808
2022-11-08 19:13 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.230
2022-11-08 19:13 JavaScript get Vector booleans 0.002 s 0.354
2022-11-08 19:13 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.338
2022-11-08 19:13 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.416
2022-11-08 19:13 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.816
2022-11-08 19:13 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.569
2022-11-08 19:13 JavaScript Parse read recordBatches, tracks 0.000 s -0.038
2022-11-08 19:13 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.515
2022-11-08 19:13 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.242
2022-11-08 19:13 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -1.065
2022-11-08 19:13 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.188