Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 10:19 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.250 s -0.019
2022-11-17 10:24 Python dataframe-to-table type_dict 0.011 s 1.202
2022-11-17 10:24 Python dataframe-to-table type_floats 0.011 s 0.184
2022-11-17 10:24 Python dataframe-to-table type_strings 0.451 s -0.576
2022-11-17 10:19 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.673 s 0.834
2022-11-17 10:20 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.115 s 0.585
2022-11-17 10:24 Python dataframe-to-table chi_traffic_2020_Q1 20.451 s -0.837
2022-11-17 10:22 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.852 s 0.397
2022-11-17 10:24 Python dataframe-to-table type_integers 0.010 s 0.732
2022-11-17 10:21 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.426 s -0.215
2022-11-17 10:24 Python dataframe-to-table type_nested 2.909 s -1.081
2022-11-17 10:21 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.129 s -0.083
2022-11-17 10:34 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 93.016 s -2.257
2022-11-17 10:22 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.774 s 0.445
2022-11-17 10:29 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 98.199 s -1.450
2022-11-17 10:20 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 13.986 s 0.867
2022-11-17 10:24 Python dataset-filter nyctaxi_2010-01 1.010 s -0.279
2022-11-17 10:49 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.939 s -0.757
2022-11-17 10:48 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.163 s -0.129
2022-11-17 10:49 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.622 s 2.359
2022-11-17 10:49 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.974 s -0.532
2022-11-17 10:50 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.356 s 0.351
2022-11-17 10:47 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.165 s 1.440
2022-11-17 10:47 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.735 s -2.608
2022-11-17 10:48 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.673 s -0.552
2022-11-17 10:50 Python file-read lz4, feather, table, nyctaxi_2010-01 0.692 s -0.838
2022-11-17 10:52 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.365 s 0.191
2022-11-17 10:55 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.848 s -0.326
2022-11-17 10:48 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.331 s -0.388
2022-11-17 10:50 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.052 s 0.048
2022-11-17 10:48 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.277 s -9.214
2022-11-17 10:53 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.027 s -0.067
2022-11-17 10:48 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.516 s -0.107
2022-11-17 10:49 Python file-read lz4, feather, table, fanniemae_2016Q4 0.826 s -0.152
2022-11-17 10:49 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.927 s -0.372
2022-11-17 10:47 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.061 s -0.108
2022-11-17 10:50 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.549 s 2.332
2022-11-17 10:47 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.320 s -1.894
2022-11-17 10:51 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.590 s 0.075
2022-11-17 10:47 Python dataset-read async=True, nyctaxi_multi_ipc_s3 252.456 s -1.510
2022-11-17 10:48 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.515 s -0.335
2022-11-17 10:48 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.180 s -2.112
2022-11-17 10:48 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.640 s -0.665
2022-11-17 10:49 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.205 s 2.327
2022-11-17 10:47 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.203 s 0.590
2022-11-17 10:48 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.195 s 0.454
2022-11-17 10:55 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.586 s 0.829
2022-11-17 10:48 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.658 s -0.764
2022-11-17 10:49 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.962 s 0.282
2022-11-17 10:50 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.930 s 1.048
2022-11-17 10:53 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.862 s 0.192
2022-11-17 10:54 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.752 s 0.061
2022-11-17 10:54 Python file-write lz4, feather, table, fanniemae_2016Q4 1.551 s 0.455
2022-11-17 10:56 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.513 s 0.915
2022-11-17 10:55 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.094 s 0.638
2022-11-17 10:56 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.015 s 0.659
2022-11-17 10:56 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.976 s -0.056
2022-11-17 10:57 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.411 s 0.342
2022-11-17 10:57 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.379
2022-11-17 10:57 Python file-write lz4, feather, table, nyctaxi_2010-01 1.854 s -1.826
2022-11-17 10:57 Python wide-dataframe use_legacy_dataset=false 0.507 s 0.695
2022-11-17 10:57 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.805 s 0.445
2022-11-17 11:09 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.821 s 0.098
2022-11-17 11:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s 0.388
2022-11-17 11:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.653
2022-11-17 11:07 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.578 s -0.635
2022-11-17 11:06 R dataframe-to-table type_floats, R 0.013 s 1.137
2022-11-17 11:21 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.947 s 0.535
2022-11-17 11:25 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.322 s -0.996
2022-11-17 11:28 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.588 s -0.197
2022-11-17 11:10 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.498 s 0.165
2022-11-17 11:15 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.560 s 0.172
2022-11-17 11:17 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.929 s 0.327
2022-11-17 11:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.899 s 1.493
2022-11-17 11:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.319
2022-11-17 11:06 R dataframe-to-table type_integers, R 0.010 s 0.603
2022-11-17 11:06 R dataframe-to-table type_dict, R 0.047 s 0.759
2022-11-17 11:23 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.910 s 0.376
2022-11-17 11:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.276 s 0.089
2022-11-17 11:08 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.892 s 0.212
2022-11-17 11:09 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.212 s 0.259
2022-11-17 11:09 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.585 s 0.074
2022-11-17 11:08 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.313 s 0.109
2022-11-17 11:09 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.555 s -0.149
2022-11-17 11:06 R dataframe-to-table chi_traffic_2020_Q1, R 4.333 s -1.044
2022-11-17 11:07 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.339 s -0.832
2022-11-17 11:07 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.328 s -0.682
2022-11-17 11:08 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.551 s -0.114
2022-11-17 11:12 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.141 s -0.096
2022-11-17 11:07 R dataframe-to-table type_nested, R 0.572 s 0.671
2022-11-17 11:09 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.896 s 0.210
2022-11-17 11:13 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.914 s 0.210
2022-11-17 11:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.279 s -0.986
2022-11-17 11:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.328 s -1.260
2022-11-17 11:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.172 s 0.160
2022-11-17 11:15 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.959 s -0.968
2022-11-17 11:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.541 s -0.677
2022-11-17 11:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.230 s -1.031
2022-11-17 11:06 R dataframe-to-table type_strings, R 0.536 s 0.947
2022-11-17 11:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s -0.492
2022-11-17 11:22 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.718 s 0.855
2022-11-17 11:27 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.578 s 0.508
2022-11-17 11:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s 0.267
2022-11-17 11:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.891 s 1.352
2022-11-17 11:34 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.315 s -0.340
2022-11-17 11:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.295 s 1.614
2022-11-17 11:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.321
2022-11-17 11:07 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.591 s -0.831
2022-11-17 11:08 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.867 s -0.083
2022-11-17 11:25 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.468 s 0.300
2022-11-17 11:26 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.542 s 1.496
2022-11-17 11:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s -0.049
2022-11-17 11:08 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.565 s 0.129
2022-11-17 11:17 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.492 s 0.313
2022-11-17 11:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s -0.878
2022-11-17 11:26 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.243 s -1.853
2022-11-17 11:27 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.573 s -0.715
2022-11-17 11:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.346 s -1.055
2022-11-17 11:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.432 s -0.950
2022-11-17 11:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s 0.170
2022-11-17 11:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.087
2022-11-17 11:34 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.637 s -0.063
2022-11-17 11:08 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.611 s -0.040
2022-11-17 11:09 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.900 s 0.159
2022-11-17 11:34 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.625 s 1.359
2022-11-17 11:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.285 s 0.172
2022-11-17 11:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.655 s -0.366
2022-11-17 11:19 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.405 s -0.161
2022-11-17 11:27 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.247 s -0.214
2022-11-17 11:28 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.727 s -0.209
2022-11-17 11:20 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.984 s 1.041
2022-11-17 11:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s 0.479
2022-11-17 11:28 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.270 s 0.409
2022-11-17 11:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.601
2022-11-17 11:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.552
2022-11-17 11:24 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.310 s -0.765
2022-11-17 11:28 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.007 s -0.284
2022-11-17 11:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.463
2022-11-17 11:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.262 s 0.129
2022-11-17 11:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.239 s -2.517
2022-11-17 11:30 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.060 s -1.191
2022-11-17 11:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.284
2022-11-17 11:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.348 s -1.112
2022-11-17 11:37 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.769 s 0.306
2022-11-17 11:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.257 s 0.309
2022-11-17 11:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.802
2022-11-17 11:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.224
2022-11-17 11:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.387 s -0.732
2022-11-17 11:34 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.726 s -0.301
2022-11-17 11:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.239 s -4.683
2022-11-17 11:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.175 s 0.203
2022-11-17 11:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.507 s -0.333
2022-11-17 11:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.349 s -0.697
2022-11-17 11:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.282 s 0.449
2022-11-17 11:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.280 s -0.077
2022-11-17 11:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.384
2022-11-17 11:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.335 s -1.183
2022-11-17 11:37 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.370 s -1.080
2022-11-17 11:37 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.341 s 0.003
2022-11-17 11:37 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.657 s -0.578
2022-11-17 11:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.326 s 0.267
2022-11-17 11:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.617 s -0.217
2022-11-17 11:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.332 s 0.256
2022-11-17 11:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.462
2022-11-17 11:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s 0.376
2022-11-17 11:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.253 s -2.004
2022-11-17 11:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.293 s -0.208
2022-11-17 11:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s 0.214
2022-11-17 11:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s -0.547
2022-11-17 11:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.713 s -0.796
2022-11-17 11:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.268 s -0.038
2022-11-17 11:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.743 s -0.217
2022-11-17 11:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.300 s -1.021
2022-11-17 11:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.362 s -2.626
2022-11-17 11:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.022
2022-11-17 11:47 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.825 s -0.928
2022-11-17 11:44 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.142 s 0.191
2022-11-17 11:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.320 s -0.997
2022-11-17 11:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.771 s -0.935
2022-11-17 11:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 0.675
2022-11-17 11:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.651 s -0.086
2022-11-17 11:44 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.528 s -0.491
2022-11-17 11:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.604 s 0.782
2022-11-17 11:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.949 s 0.077
2022-11-17 11:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.469
2022-11-17 11:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.475 s -2.209
2022-11-17 11:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.754 s -0.370
2022-11-17 11:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.871 s -0.999
2022-11-17 11:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.332 s -0.179
2022-11-17 11:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.369 s -1.341
2022-11-17 11:41 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.135 s -0.276
2022-11-17 11:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.258 s -0.831
2022-11-17 11:47 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.412 s -1.112
2022-11-17 11:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.334
2022-11-17 11:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.679
2022-11-17 11:44 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.327 s -0.233
2022-11-17 11:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.817
2022-11-17 11:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.896 s 0.368
2022-11-17 11:44 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.862 s 0.202
2022-11-17 11:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.205 s -1.807
2022-11-17 11:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.297 s -0.873
2022-11-17 11:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.530 s -1.377
2022-11-17 11:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.179 s -0.077
2022-11-17 11:47 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.321 s 1.377
2022-11-17 11:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.173 s 0.073
2022-11-17 11:47 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.594 s -3.590
2022-11-17 11:47 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.299 s -1.189
2022-11-17 11:48 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.354 s -1.710
2022-11-17 11:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.209 s -2.675
2022-11-17 11:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.257 s -1.582
2022-11-17 11:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.325
2022-11-17 11:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.324 s -0.737
2022-11-17 11:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.227
2022-11-17 11:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.740
2022-11-17 11:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.913 s 0.547
2022-11-17 11:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.791 s -0.809
2022-11-17 11:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.247 s -0.909
2022-11-17 11:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.468 s 0.637
2022-11-17 11:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.598
2022-11-17 11:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.235 s 0.308
2022-11-17 11:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.281 s -1.892
2022-11-17 11:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.575 s 1.253
2022-11-17 11:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.606 s -0.962
2022-11-17 11:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.593 s -0.210
2022-11-17 11:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.195 s -2.033
2022-11-17 11:52 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -1.714
2022-11-17 11:52 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.220 s -1.321
2022-11-17 11:52 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.283 s -1.313
2022-11-17 11:52 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.324 s 0.122
2022-11-17 11:52 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.522 s 0.488
2022-11-17 11:52 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.892 s -0.730
2022-11-17 11:53 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.049 s 0.144
2022-11-17 11:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.212 s 0.089
2022-11-17 11:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.264 s -0.833
2022-11-17 11:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.216 s 0.032
2022-11-17 11:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.319 s -1.275
2022-11-17 11:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.865 s -0.036
2022-11-17 11:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.285 s 1.479
2022-11-17 12:02 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.119 s 0.212
2022-11-17 12:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.992 s -0.034
2022-11-17 12:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s 0.185
2022-11-17 12:15 JavaScript vectorFromArray dictionary 0.018 s -1.128
2022-11-17 12:15 JavaScript Iterate Vector booleans 0.004 s 0.557
2022-11-17 12:15 JavaScript Spread Vector uint64Array 0.012 s 1.052
2022-11-17 11:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.255 s -0.806
2022-11-17 11:56 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.158 s 2.145
2022-11-17 12:16 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.031 s 0.828
2022-11-17 11:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.947 s 0.429
2022-11-17 11:54 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.642 s 0.575
2022-11-17 11:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.411 s 0.087
2022-11-17 11:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.090 s -0.557
2022-11-17 11:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.256 s 1.147
2022-11-17 11:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.946 s 0.246
2022-11-17 12:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.441 s -0.486
2022-11-17 12:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.783 s -0.509
2022-11-17 12:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -0.344
2022-11-17 11:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.233
2022-11-17 12:15 JavaScript Spread Vector uint8Array 0.006 s 0.175
2022-11-17 12:16 JavaScript Table 1,000,000, tracks 0.300 s -1.204
2022-11-17 11:54 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.642
2022-11-17 11:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.076
2022-11-17 11:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.401
2022-11-17 11:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.262 s -0.770
2022-11-17 11:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.403 s 0.815
2022-11-17 11:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.497 s 0.024
2022-11-17 11:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.430 s -0.734
2022-11-17 11:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.372 s -1.951
2022-11-17 12:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.716 s -0.038
2022-11-17 12:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.571
2022-11-17 11:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.535 s 0.445
2022-11-17 11:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.320 s -0.704
2022-11-17 12:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.269
2022-11-17 12:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.916 s -0.815
2022-11-17 12:15 JavaScript Iterate Vector int64Array 0.004 s 0.844
2022-11-17 12:15 JavaScript Iterate Vector string 0.128 s -1.081
2022-11-17 12:15 JavaScript Spread Vector int16Array 0.006 s 0.152
2022-11-17 12:15 JavaScript Spread Vector float64Array 0.008 s 0.395
2022-11-17 12:15 JavaScript get Vector int16Array 0.003 s -0.021
2022-11-17 11:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.266 s -0.672
2022-11-17 11:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.178
2022-11-17 12:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.900 s -0.103
2022-11-17 12:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.257 s -0.851
2022-11-17 12:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.447 s -0.302
2022-11-17 12:15 JavaScript vectorFromArray booleans 0.018 s -0.350
2022-11-17 12:15 JavaScript Iterate Vector dictionary 0.004 s 0.818
2022-11-17 12:15 JavaScript Spread Vector int8Array 0.006 s 0.333
2022-11-17 11:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.435 s -0.725
2022-11-17 11:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.308 s -0.626
2022-11-17 12:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.596 s 1.954
2022-11-17 12:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.573 s 0.896
2022-11-17 12:15 JavaScript Spread Vector numbers 0.008 s 0.291
2022-11-17 12:15 JavaScript Spread Vector dictionary 0.010 s 1.321
2022-11-17 12:15 JavaScript toArray Vector float32Array
2022-11-17 11:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.254 s 1.350
2022-11-17 12:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.200 s -0.130
2022-11-17 12:07 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.300 s 1.318
2022-11-17 12:07 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.309 s -0.263
2022-11-17 12:16 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.033 s -0.057
2022-11-17 12:15 JavaScript Iterate Vector uint16Array 0.002 s 0.681
2022-11-17 12:15 JavaScript Iterate Vector uint64Array 0.004 s 0.889
2022-11-17 12:15 JavaScript Iterate Vector int16Array 0.002 s 1.152
2022-11-17 12:15 JavaScript Spread Vector uint16Array 0.007 s -0.011
2022-11-17 12:15 JavaScript Spread Vector int64Array 0.012 s 0.162
2022-11-17 12:15 JavaScript vectorFromArray numbers 0.017 s -0.983
2022-11-17 12:15 JavaScript Iterate Vector float64Array 0.002 s 0.571
2022-11-17 12:15 JavaScript get Vector uint16Array 0.003 s 0.299
2022-11-17 12:16 JavaScript Parse write recordBatches, tracks 0.002 s 0.119
2022-11-17 12:15 JavaScript Iterate Vector uint8Array 0.002 s -0.227
2022-11-17 12:15 JavaScript Iterate Vector uint32Array 0.002 s 0.408
2022-11-17 12:15 JavaScript Iterate Vector int8Array 0.002 s 0.279
2022-11-17 12:15 JavaScript Iterate Vector int32Array 0.002 s 0.918
2022-11-17 12:15 JavaScript Iterate Vector float32Array 0.002 s 0.857
2022-11-17 12:16 JavaScript Table tracks, 1,000,000 0.094 s 0.829
2022-11-17 12:15 JavaScript Iterate Vector numbers 0.002 s 0.807
2022-11-17 12:15 JavaScript Spread Vector uint32Array 0.007 s 0.201
2022-11-17 12:15 JavaScript Spread Vector int32Array 0.007 s 0.093
2022-11-17 12:15 JavaScript Spread Vector float32Array 0.008 s 0.285
2022-11-17 12:15 JavaScript toArray Vector uint8Array
2022-11-17 12:15 JavaScript toArray Vector int8Array
2022-11-17 12:15 JavaScript Spread Vector booleans 0.010 s 1.581
2022-11-17 12:15 JavaScript Spread Vector string 0.152 s -3.267
2022-11-17 12:15 JavaScript toArray Vector uint16Array
2022-11-17 12:15 JavaScript toArray Vector int16Array
2022-11-17 12:15 JavaScript toArray Vector booleans 0.010 s 1.138
2022-11-17 12:15 JavaScript toArray Vector string 0.145 s 0.569
2022-11-17 12:15 JavaScript get Vector uint64Array 0.003 s -0.831
2022-11-17 12:15 JavaScript toArray Vector uint32Array
2022-11-17 12:15 JavaScript toArray Vector numbers
2022-11-17 12:15 JavaScript get Vector uint8Array 0.003 s 0.341
2022-11-17 12:15 JavaScript Parse read recordBatches, tracks 0.000 s 0.730
2022-11-17 12:16 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.437
2022-11-17 12:16 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.756
2022-11-17 12:15 JavaScript toArray Vector uint64Array
2022-11-17 12:15 JavaScript toArray Vector float64Array
2022-11-17 12:15 JavaScript get Vector booleans 0.002 s -2.642
2022-11-17 12:15 JavaScript get Vector string 0.125 s -0.526
2022-11-17 12:15 JavaScript toArray Vector int32Array
2022-11-17 12:15 JavaScript toArray Vector int64Array
2022-11-17 12:16 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.038 s 0.849
2022-11-17 12:16 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -0.186
2022-11-17 12:16 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.195
2022-11-17 12:16 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-17 12:16 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-17 12:16 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.191 s -0.787
2022-11-17 12:16 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.568
2022-11-17 12:16 JavaScript Table tracks, 1,000,000 0.305 s -1.482
2022-11-17 12:15 JavaScript toArray Vector dictionary 0.010 s 1.532
2022-11-17 12:15 JavaScript get Vector uint32Array 0.003 s -0.004
2022-11-17 12:15 JavaScript get Vector int8Array 0.003 s -0.088
2022-11-17 12:15 JavaScript get Vector int32Array 0.003 s 0.091
2022-11-17 12:15 JavaScript get Vector float32Array 0.002 s 0.300
2022-11-17 12:15 JavaScript get Vector numbers 0.002 s 0.634
2022-11-17 12:15 JavaScript get Vector dictionary 0.002 s -1.211
2022-11-17 12:16 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.185 s 0.995
2022-11-17 12:15 JavaScript get Vector int64Array 0.003 s 0.037
2022-11-17 12:15 JavaScript get Vector float64Array 0.002 s 1.406
2022-11-17 12:16 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.319
2022-11-17 12:16 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.182
2022-11-17 12:16 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.621
2022-11-17 12:16 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.309
2022-11-17 12:16 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -0.211
2022-11-17 12:16 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.307
2022-11-17 12:16 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -0.674
2022-11-17 12:16 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.683
2022-11-17 12:16 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-17 12:16 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-17 12:16 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.337
2022-11-17 12:16 JavaScript Table tracks, 1,000,000 0.050 s 0.244