Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 02:42 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.681 s -0.233
2022-11-23 02:43 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.540 s -1.008
2022-11-23 02:44 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.422 s 0.375
2022-11-23 02:42 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.238 s 0.839
2022-11-23 02:44 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.235 s -1.140
2022-11-23 02:45 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.099 s -0.875
2022-11-23 02:47 Python dataframe-to-table type_nested 2.930 s -1.293
2022-11-23 02:44 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.139 s -1.244
2022-11-23 02:43 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.474 s -0.645
2022-11-23 02:47 Python dataframe-to-table type_floats 0.011 s 0.329
2022-11-23 02:47 Python dataframe-to-table type_strings 0.451 s -0.497
2022-11-23 02:47 Python dataframe-to-table type_dict 0.012 s -0.739
2022-11-23 02:47 Python dataframe-to-table chi_traffic_2020_Q1 20.473 s -0.844
2022-11-23 02:47 Python dataframe-to-table type_integers 0.010 s -0.923
2022-11-23 02:47 Python dataset-filter nyctaxi_2010-01 1.019 s -0.757
2022-11-23 03:08 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.526 s -0.481
2022-11-23 02:55 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.521 s 0.461
2022-11-23 03:07 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.043 s 0.271
2022-11-23 03:07 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.316 s -2.972
2022-11-23 03:07 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.040 s 0.470
2022-11-23 03:07 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.380 s -6.838
2022-11-23 02:51 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 74.085 s 1.100
2022-11-23 03:08 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.671 s -0.971
2022-11-23 03:07 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.288 s -9.739
2022-11-23 03:06 Python dataset-read async=True, nyctaxi_multi_ipc_s3 220.167 s 0.477
2022-11-23 03:07 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.853 s -3.000
2022-11-23 03:07 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.276 s -5.093
2022-11-23 03:07 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.664 s 0.088
2022-11-23 03:07 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.267 s -5.638
2022-11-23 03:07 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.251 s -8.432
2022-11-23 03:08 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.667 s -1.296
2022-11-23 03:08 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.655 s 1.451
2022-11-23 03:08 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.348 s -2.012
2022-11-23 03:09 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.985 s -1.100
2022-11-23 03:08 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.529 s -0.284
2022-11-23 03:09 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.930 s 1.024
2022-11-23 03:09 Python file-read lz4, feather, table, nyctaxi_2010-01 0.692 s -1.060
2022-11-23 03:09 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.941 s -1.168
2022-11-23 03:09 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.925 s -0.040
2022-11-23 03:09 Python file-read lz4, feather, table, fanniemae_2016Q4 0.826 s -0.088
2022-11-23 03:09 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.213 s 1.758
2022-11-23 03:09 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.973 s -0.308
2022-11-23 03:09 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.550 s 1.835
2022-11-23 03:09 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.302 s 2.312
2022-11-23 03:10 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.032 s 0.152
2022-11-23 03:11 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.528 s 0.155
2022-11-23 03:12 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.352 s 0.245
2022-11-23 03:13 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.829 s 0.179
2022-11-23 03:13 Python file-write uncompressed, feather, table, fanniemae_2016Q4 4.948 s 0.479
2022-11-23 03:14 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.775 s -0.103
2022-11-23 03:14 Python file-write lz4, feather, table, fanniemae_2016Q4 1.561 s -0.378
2022-11-23 03:15 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.740 s -4.312
2022-11-23 03:14 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.735 s 0.004
2022-11-23 03:25 R dataframe-to-table type_integers, R 0.010 s 0.343
2022-11-23 03:31 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.125 s -0.133
2022-11-23 03:27 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.595 s -1.282
2022-11-23 03:38 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.420 s -0.638
2022-11-23 03:43 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.308 s 0.084
2022-11-23 03:15 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.088 s 0.555
2022-11-23 03:15 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.530 s 0.181
2022-11-23 03:16 Python file-write lz4, feather, table, nyctaxi_2010-01 1.573 s 1.203
2022-11-23 03:36 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.951 s -0.451
2022-11-23 03:26 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.332 s -0.382
2022-11-23 03:42 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.904 s 0.420
2022-11-23 03:16 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.009 s 0.582
2022-11-23 03:27 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.602 s 0.071
2022-11-23 03:28 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.557 s -0.187
2022-11-23 03:26 R dataframe-to-table type_nested, R 0.572 s 0.489
2022-11-23 03:27 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.850 s 0.123
2022-11-23 03:16 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.977 s -0.177
2022-11-23 03:25 R dataframe-to-table type_dict, R 0.055 s -0.042
2022-11-23 03:34 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.594 s -0.343
2022-11-23 03:26 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.593 s -0.739
2022-11-23 03:25 R dataframe-to-table chi_traffic_2020_Q1, R 4.341 s -1.381
2022-11-23 03:30 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.501 s -0.037
2022-11-23 03:16 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.379 s 0.771
2022-11-23 03:17 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.789 s 0.551
2022-11-23 03:28 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.911 s -0.695
2022-11-23 03:35 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.975 s -4.174
2022-11-23 03:46 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.588 s -1.338
2022-11-23 03:17 Python wide-dataframe use_legacy_dataset=false 0.550 s -2.551
2022-11-23 03:27 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.552 s -0.042
2022-11-23 03:45 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.226 s -0.834
2022-11-23 03:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.477
2022-11-23 03:47 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.195 s 2.067
2022-11-23 03:17 Python wide-dataframe use_legacy_dataset=true 0.374 s 0.308
2022-11-23 03:28 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s 0.121
2022-11-23 03:29 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.907 s 0.094
2022-11-23 03:37 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.489 s 0.830
2022-11-23 03:47 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.270 s 1.128
2022-11-23 03:27 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.569 s 0.076
2022-11-23 03:28 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.821 s 0.103
2022-11-23 03:32 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.910 s 0.146
2022-11-23 03:27 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.342 s -1.159
2022-11-23 03:27 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.312 s 0.131
2022-11-23 03:46 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.579 s 0.397
2022-11-23 03:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.276 s 1.841
2022-11-23 03:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.898 s 1.798
2022-11-23 03:26 R dataframe-to-table type_floats, R 0.013 s 0.862
2022-11-23 03:39 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.984 s 0.899
2022-11-23 03:48 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.692 s 1.111
2022-11-23 03:25 R dataframe-to-table type_strings, R 0.536 s 0.718
2022-11-23 03:28 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.905 s -0.330
2022-11-23 03:28 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.580 s 0.124
2022-11-23 03:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.581 s 2.723
2022-11-23 03:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.872
2022-11-23 03:41 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.721 s 0.628
2022-11-23 03:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s 0.031
2022-11-23 03:51 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.521 s 0.013
2022-11-23 03:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.505 s 0.971
2022-11-23 03:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.939
2022-11-23 03:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.604 s 0.806
2022-11-23 03:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.047 s 0.682
2022-11-23 03:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.522
2022-11-23 03:47 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.007 s -0.113
2022-11-23 03:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.848
2022-11-23 03:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.422 s 3.014
2022-11-23 03:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 0.754
2022-11-23 03:40 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.945 s 0.455
2022-11-23 03:46 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.547 s 0.661
2022-11-23 03:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 0.786
2022-11-23 03:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.653 s 1.374
2022-11-23 03:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.599
2022-11-23 03:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.297 s 1.512
2022-11-23 03:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.294 s 2.051
2022-11-23 03:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.279 s 0.711
2022-11-23 03:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.727 s 0.659
2022-11-23 03:44 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.327 s -1.130
2022-11-23 03:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.620
2022-11-23 03:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.637
2022-11-23 03:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s 0.971
2022-11-23 03:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s -0.082
2022-11-23 03:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s 0.808
2022-11-23 03:55 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.345 s 1.039
2022-11-23 03:45 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.466 s 0.931
2022-11-23 03:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.626 s 0.923
2022-11-23 03:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.589
2022-11-23 03:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.338 s 0.798
2022-11-23 04:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.157 s -1.023
2022-11-23 03:46 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.251 s -1.240
2022-11-23 03:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.286 s -0.309
2022-11-23 03:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.263 s 0.414
2022-11-23 03:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 1.358
2022-11-23 03:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.365 s 1.243
2022-11-23 03:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.895 s 0.977
2022-11-23 03:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.328
2022-11-23 03:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.282 s 0.416
2022-11-23 03:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.293
2022-11-23 03:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s 0.094
2022-11-23 03:49 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.653 s -0.087
2022-11-23 03:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 1.149
2022-11-23 03:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.322 s 1.626
2022-11-23 03:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.708 s 0.796
2022-11-23 03:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.418 s 1.218
2022-11-23 03:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.562
2022-11-23 04:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.761 s 1.894
2022-11-23 03:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.639 s -0.315
2022-11-23 03:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.185
2022-11-23 04:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.893 s 1.097
2022-11-23 03:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.582 s 1.005
2022-11-23 03:54 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.732 s -0.327
2022-11-23 03:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.282 s 0.188
2022-11-23 04:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.661
2022-11-23 03:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.309 s 1.371
2022-11-23 03:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s 1.614
2022-11-23 03:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.161 s 1.168
2022-11-23 03:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.862
2022-11-23 03:57 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.761 s 1.563
2022-11-23 03:57 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.618 s -0.020
2022-11-23 03:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.329 s 0.786
2022-11-23 03:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 1.118
2022-11-23 03:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.435 s 0.427
2022-11-23 04:00 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.944 s 0.888
2022-11-23 03:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.682
2022-11-23 03:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.546
2022-11-23 03:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.359 s 1.043
2022-11-23 04:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.314 s 0.973
2022-11-23 03:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.745
2022-11-23 03:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.364 s 1.826
2022-11-23 04:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.951
2022-11-23 04:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 1.495
2022-11-23 04:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.647 s 1.147
2022-11-23 04:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.559
2022-11-23 04:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.514
2022-11-23 04:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 1.064
2022-11-23 04:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.323 s 1.033
2022-11-23 04:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.746 s -0.152
2022-11-23 04:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.296 s -0.451
2022-11-23 04:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.228 s -1.085
2022-11-23 04:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.299 s 0.226
2022-11-23 04:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.356 s 0.244
2022-11-23 04:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.151 s 0.035
2022-11-23 04:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.526 s 0.329
2022-11-23 04:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.205 s -1.497
2022-11-23 04:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.868 s -1.301
2022-11-23 04:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.250 s -0.364
2022-11-23 04:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.469 s -0.338
2022-11-23 04:06 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 1.079
2022-11-23 04:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.863 s 0.136
2022-11-23 04:06 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.592 s -2.776
2022-11-23 04:06 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.823 s 0.067
2022-11-23 04:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.528 s -1.090
2022-11-23 04:06 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.097
2022-11-23 04:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.179 s 0.108
2022-11-23 04:06 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.322 s 0.960
2022-11-23 04:06 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.409 s 0.449
2022-11-23 04:07 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.308 s -2.280
2022-11-23 04:07 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.304 s 1.110
2022-11-23 04:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.321 s 2.104
2022-11-23 04:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.180
2022-11-23 04:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.471
2022-11-23 04:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.959
2022-11-23 04:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.253 s 1.399
2022-11-23 04:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.914 s 0.479
2022-11-23 04:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 1.049
2022-11-23 04:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.323 s -0.021
2022-11-23 04:09 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.771 s -0.245
2022-11-23 04:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.518 s -0.982
2022-11-23 04:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.439
2022-11-23 04:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.384
2022-11-23 04:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.597 s -0.174
2022-11-23 04:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.194 s -1.797
2022-11-23 04:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.241
2022-11-23 04:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.214 s 1.064
2022-11-23 04:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.266 s -1.463
2022-11-23 04:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.303 s 0.263
2022-11-23 04:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.939 s 0.905
2022-11-23 04:21 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.140 s -0.726
2022-11-23 04:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.571
2022-11-23 04:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.277 s 1.054
2022-11-23 04:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.592 s 1.027
2022-11-23 04:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s 1.622
2022-11-23 04:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.286 s 0.735
2022-11-23 04:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.601 s 0.495
2022-11-23 04:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.319 s -0.850
2022-11-23 04:17 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.412 s 0.000
2022-11-23 04:25 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.602 s 0.878
2022-11-23 04:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.577 s 1.538
2022-11-23 04:11 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.752
2022-11-23 04:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.248 s -0.609
2022-11-23 04:11 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.519 s 1.075
2022-11-23 04:35 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.805
2022-11-23 04:35 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.826
2022-11-23 04:35 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 04:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.663 s -0.928
2022-11-23 04:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 1.365
2022-11-23 04:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.366 s 1.863
2022-11-23 04:11 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.279 s 1.326
2022-11-23 04:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s 1.423
2022-11-23 04:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s -0.120
2022-11-23 04:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.937 s -1.249
2022-11-23 04:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.826
2022-11-23 04:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.315 s 1.183
2022-11-23 04:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.869 s -1.235
2022-11-23 04:34 JavaScript vectorFromArray dictionary 0.016 s 1.043
2022-11-23 04:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.219 s -1.109
2022-11-23 04:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.527 s 1.663
2022-11-23 04:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.778 s 0.720
2022-11-23 04:35 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.795
2022-11-23 04:35 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.614
2022-11-23 04:35 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.145
2022-11-23 04:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.434 s -0.553
2022-11-23 04:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s 0.107
2022-11-23 04:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.714
2022-11-23 04:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.760
2022-11-23 04:34 JavaScript Iterate Vector float32Array 0.002 s 0.499
2022-11-23 04:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.068
2022-11-23 04:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.471 s 1.189
2022-11-23 04:35 JavaScript Spread Vector uint8Array 0.006 s 0.108
2022-11-23 04:35 JavaScript toArray Vector uint8Array
2022-11-23 04:35 JavaScript toArray Vector uint32Array
2022-11-23 04:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.885 s 0.094
2022-11-23 04:34 JavaScript vectorFromArray booleans 0.018 s -0.308
2022-11-23 04:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.431 s -1.247
2022-11-23 04:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.359
2022-11-23 04:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.384 s -0.635
2022-11-23 04:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.725 s -1.627
2022-11-23 04:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.403 s 0.717
2022-11-23 04:18 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.111 s -0.896
2022-11-23 04:12 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.058 s -0.172
2022-11-23 04:13 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.981 s -1.261
2022-11-23 04:14 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.728 s -0.091
2022-11-23 04:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.287 s 0.438
2022-11-23 04:35 JavaScript Spread Vector uint64Array 0.012 s -0.567
2022-11-23 04:35 JavaScript Table tracks, 1,000,000 0.094 s 0.875
2022-11-23 04:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.417
2022-11-23 04:23 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.063 s -0.344
2022-11-23 04:34 JavaScript Iterate Vector uint32Array 0.002 s 0.647
2022-11-23 04:34 JavaScript Iterate Vector dictionary 0.004 s 1.142
2022-11-23 04:35 JavaScript Spread Vector int32Array 0.007 s 0.112
2022-11-23 04:35 JavaScript Spread Vector float32Array 0.008 s 0.095
2022-11-23 04:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.480
2022-11-23 04:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.984
2022-11-23 04:34 JavaScript Iterate Vector uint16Array 0.002 s 0.242
2022-11-23 04:34 JavaScript Iterate Vector int16Array 0.002 s 0.308
2022-11-23 04:35 JavaScript Spread Vector int16Array 0.006 s 0.116
2022-11-23 04:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.903 s -0.094
2022-11-23 04:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.447 s -0.522
2022-11-23 04:34 JavaScript vectorFromArray numbers 0.016 s -0.148
2022-11-23 04:34 JavaScript Iterate Vector float64Array 0.002 s 0.872
2022-11-23 04:35 JavaScript Iterate Vector string 0.127 s -0.180
2022-11-23 04:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s -0.109
2022-11-23 04:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.536
2022-11-23 04:34 JavaScript Iterate Vector uint64Array 0.004 s -0.264
2022-11-23 04:34 JavaScript Iterate Vector booleans 0.004 s 0.160
2022-11-23 04:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.644
2022-11-23 04:35 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.937
2022-11-23 04:35 JavaScript Table 1,000,000, tracks 0.255 s 0.760
2022-11-23 04:34 JavaScript Iterate Vector uint8Array 0.002 s -0.059
2022-11-23 04:34 JavaScript Iterate Vector int8Array 0.002 s 0.378
2022-11-23 04:34 JavaScript Iterate Vector int32Array 0.002 s 0.448
2022-11-23 04:34 JavaScript Iterate Vector numbers 0.002 s 0.780
2022-11-23 04:35 JavaScript Spread Vector uint32Array 0.007 s 0.139
2022-11-23 04:34 JavaScript Iterate Vector int64Array 0.004 s -0.372
2022-11-23 04:35 JavaScript toArray Vector uint64Array
2022-11-23 04:35 JavaScript Spread Vector uint16Array 0.006 s 0.077
2022-11-23 04:35 JavaScript Spread Vector string 0.143 s 1.511
2022-11-23 04:35 JavaScript toArray Vector uint16Array
2022-11-23 04:35 JavaScript toArray Vector int16Array
2022-11-23 04:35 JavaScript toArray Vector int64Array
2022-11-23 04:35 JavaScript Spread Vector int8Array 0.006 s 0.303
2022-11-23 04:35 JavaScript Spread Vector dictionary 0.010 s -0.370
2022-11-23 04:35 JavaScript toArray Vector int32Array
2022-11-23 04:35 JavaScript toArray Vector float32Array
2022-11-23 04:35 JavaScript toArray Vector numbers
2022-11-23 04:35 JavaScript Spread Vector int64Array 0.012 s -0.513
2022-11-23 04:35 JavaScript Spread Vector float64Array 0.008 s 0.082
2022-11-23 04:35 JavaScript Spread Vector booleans 0.010 s 0.464
2022-11-23 04:35 JavaScript toArray Vector float64Array
2022-11-23 04:35 JavaScript toArray Vector booleans 0.010 s 0.398
2022-11-23 04:35 JavaScript toArray Vector string 0.144 s 0.785
2022-11-23 04:35 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.505
2022-11-23 04:35 JavaScript Spread Vector numbers 0.008 s 0.178
2022-11-23 04:35 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.575
2022-11-23 04:35 JavaScript toArray Vector int8Array
2022-11-23 04:35 JavaScript toArray Vector dictionary 0.010 s -0.674
2022-11-23 04:35 JavaScript get Vector uint8Array 0.003 s 1.378
2022-11-23 04:35 JavaScript get Vector uint32Array 0.003 s 1.578
2022-11-23 04:35 JavaScript get Vector int8Array 0.003 s 1.294
2022-11-23 04:35 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.712
2022-11-23 04:35 JavaScript get Vector uint16Array 0.003 s 0.908
2022-11-23 04:35 JavaScript get Vector uint64Array 0.003 s 1.505
2022-11-23 04:35 JavaScript get Vector int16Array 0.003 s 1.564
2022-11-23 04:35 JavaScript get Vector int64Array 0.003 s 0.666
2022-11-23 04:35 JavaScript get Vector float64Array 0.002 s -0.467
2022-11-23 04:35 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.189 s -0.221
2022-11-23 04:35 JavaScript get Vector int32Array 0.003 s 1.144
2022-11-23 04:35 JavaScript get Vector float32Array 0.002 s 0.554
2022-11-23 04:35 JavaScript get Vector numbers 0.002 s -0.278
2022-11-23 04:35 JavaScript get Vector dictionary 0.002 s -0.414
2022-11-23 04:35 JavaScript Parse read recordBatches, tracks 0.000 s -0.264
2022-11-23 04:35 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.167
2022-11-23 04:35 JavaScript get Vector booleans 0.002 s -0.632
2022-11-23 04:35 JavaScript get Vector string 0.124 s 0.155
2022-11-23 04:35 JavaScript Parse write recordBatches, tracks 0.002 s -0.005
2022-11-23 04:35 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.473
2022-11-23 04:35 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.410
2022-11-23 04:35 JavaScript Table tracks, 1,000,000 0.249 s 1.172
2022-11-23 04:35 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.563
2022-11-23 04:35 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -1.007
2022-11-23 04:35 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.476
2022-11-23 04:35 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-23 04:35 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.109
2022-11-23 04:35 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-23 04:35 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 04:35 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.186 s 0.993
2022-11-23 04:35 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.581
2022-11-23 04:35 JavaScript Table tracks, 1,000,000 0.050 s 0.017