Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-24 04:04 Python dataframe-to-table type_strings 0.450 s -0.366
2022-11-24 03:59 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.675 s 0.646
2022-11-24 04:12 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 82.198 s 0.295
2022-11-24 04:01 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.057 s 0.732
2022-11-24 04:01 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.110 s 2.152
2022-11-24 04:00 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.114 s 0.698
2022-11-24 04:05 Python dataframe-to-table type_nested 2.907 s -0.584
2022-11-24 04:24 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.164 s 0.020
2022-11-24 04:05 Python dataset-filter nyctaxi_2010-01 1.011 s -0.011
2022-11-24 04:24 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.045 s 0.308
2022-11-24 04:02 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.860 s 0.213
2022-11-24 04:04 Python dataframe-to-table type_integers 0.010 s 0.081
2022-11-24 03:59 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.231 s 1.382
2022-11-24 04:23 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.301 s -5.837
2022-11-24 04:02 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.890 s 0.372
2022-11-24 04:24 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.685 s -1.483
2022-11-24 04:23 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.240 s -0.725
2022-11-24 04:33 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.771 s 0.710
2022-11-24 04:25 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.503 s 0.369
2022-11-24 04:26 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.932 s 2.380
2022-11-24 04:26 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.311 s 1.572
2022-11-24 04:29 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.096 s -0.518
2022-11-24 04:24 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.632 s -3.495
2022-11-24 04:30 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.671 s 0.191
2022-11-24 04:04 Python dataframe-to-table type_dict 0.011 s 1.056
2022-11-24 04:04 Python dataframe-to-table type_floats 0.011 s 0.082
2022-11-24 04:23 Python dataset-read async=True, nyctaxi_multi_ipc_s3 218.471 s 0.503
2022-11-24 04:23 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.113 s 0.914
2022-11-24 04:25 Python file-read lz4, feather, table, fanniemae_2016Q4 0.817 s 1.156
2022-11-24 04:33 Python wide-dataframe use_legacy_dataset=true 0.433 s -3.373
2022-11-24 04:01 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.430 s -0.994
2022-11-24 04:25 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.964 s 0.387
2022-11-24 04:04 Python dataframe-to-table chi_traffic_2020_Q1 20.362 s -0.177
2022-11-24 04:26 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.908 s 1.305
2022-11-24 04:26 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.943 s -0.975
2022-11-24 04:28 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.387 s -0.232
2022-11-24 04:33 Python file-write lz4, feather, table, nyctaxi_2010-01 1.660 s 0.312
2022-11-24 04:42 R dataframe-to-table type_strings, R 0.537 s 0.378
2022-11-24 04:25 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.320 s 0.977
2022-11-24 04:32 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.006 s 0.453
2022-11-24 04:26 Python file-read lz4, feather, table, nyctaxi_2010-01 0.691 s -0.769
2022-11-24 04:29 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.836 s 0.093
2022-11-24 04:08 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 63.999 s 1.942
2022-11-24 04:26 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.549 s 1.444
2022-11-24 04:28 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.547 s 0.026
2022-11-24 04:24 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.131 s 0.248
2022-11-24 04:25 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.623 s 1.438
2022-11-24 04:24 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.057 s -0.243
2022-11-24 04:23 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.302 s -0.163
2022-11-24 04:24 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.641 s -0.335
2022-11-24 04:25 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.210 s 1.371
2022-11-24 04:32 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.505 s 0.991
2022-11-24 04:41 R dataframe-to-table chi_traffic_2020_Q1, R 4.335 s -0.862
2022-11-24 04:24 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.648 s 0.002
2022-11-24 04:42 R dataframe-to-table type_integers, R 0.010 s 0.130
2022-11-24 04:26 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.935 s -0.463
2022-11-24 04:33 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.993 s -1.064
2022-11-24 04:33 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.370 s 0.830
2022-11-24 04:42 R dataframe-to-table type_dict, R 0.054 s 0.012
2022-11-24 04:24 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.198 s 0.239
2022-11-24 04:31 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.583 s 0.627
2022-11-24 04:27 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.026 s 0.371
2022-11-24 04:33 Python wide-dataframe use_legacy_dataset=false 0.518 s -0.227
2022-11-24 04:30 Python file-write lz4, feather, table, fanniemae_2016Q4 1.543 s 1.044
2022-11-24 04:42 R dataframe-to-table type_floats, R 0.013 s 0.769
2022-11-24 04:31 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.688 s 0.096
2022-11-24 04:32 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.080 s 0.507
2022-11-24 04:44 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.894 s 0.346
2022-11-24 04:43 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.337 s -0.347
2022-11-24 04:44 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.852 s 0.104
2022-11-24 04:42 R dataframe-to-table type_nested, R 0.573 s 0.116
2022-11-24 04:43 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.583 s -0.423
2022-11-24 04:43 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.587 s -0.187
2022-11-24 04:43 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.313 s 0.114
2022-11-24 04:44 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.599 s 0.107
2022-11-24 04:43 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.331 s -0.379
2022-11-24 04:44 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.899 s 0.284
2022-11-24 04:43 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.564 s 0.146
2022-11-24 04:45 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.813 s 0.166
2022-11-24 04:44 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.550 s 0.140
2022-11-24 04:45 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.217 s 0.083
2022-11-24 04:44 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.552 s 0.237
2022-11-24 04:45 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.897 s 0.192
2022-11-24 04:45 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.579 s 0.140
2022-11-24 04:53 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.495 s -0.924
2022-11-24 04:49 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.928 s -0.038
2022-11-24 04:54 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.389 s 0.331
2022-11-24 04:46 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.531 s -0.400
2022-11-24 04:48 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.129 s -0.071
2022-11-24 04:53 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.975 s -1.200
2022-11-24 04:55 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.989 s 0.525
2022-11-24 04:56 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.952 s 0.130
2022-11-24 04:51 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.599 s -0.324
2022-11-24 04:51 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.966 s -1.877
2022-11-24 04:57 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.711 s 0.889
2022-11-24 04:59 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.307 s 0.266
2022-11-24 04:59 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.900 s 0.474
2022-11-24 05:00 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.324 s -0.781
2022-11-24 05:01 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.472 s -1.178
2022-11-24 05:02 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.244 s 0.565
2022-11-24 05:02 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.231 s -0.970
2022-11-24 05:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.123
2022-11-24 05:02 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.557 s -0.634
2022-11-24 05:02 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.569 s -0.156
2022-11-24 05:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s 0.117
2022-11-24 05:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s 0.174
2022-11-24 05:03 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.581 s 0.190
2022-11-24 05:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s 0.011
2022-11-24 05:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s 0.324
2022-11-24 05:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.590 s -0.990
2022-11-24 05:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.006 s -0.008
2022-11-24 05:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.276 s -0.713
2022-11-24 05:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s -0.155
2022-11-24 05:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.285 s -0.296
2022-11-24 05:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.718 s 0.118
2022-11-24 05:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.653 s -0.009
2022-11-24 05:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s -0.643
2022-11-24 05:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.578
2022-11-24 05:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.057 s -0.899
2022-11-24 05:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.269
2022-11-24 05:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s -0.460
2022-11-24 05:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.339
2022-11-24 05:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.435 s -2.686
2022-11-24 05:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s -0.542
2022-11-24 05:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.584 s -0.032
2022-11-24 05:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 0.475
2022-11-24 05:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.296 s 1.030
2022-11-24 05:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.915 s 0.055
2022-11-24 05:07 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.194 s -0.550
2022-11-24 05:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.263 s 0.325
2022-11-24 05:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.548 s -1.089
2022-11-24 05:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s -0.990
2022-11-24 05:07 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.542
2022-11-24 05:07 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s -0.603
2022-11-24 05:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.325 s -0.144
2022-11-24 05:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 0.498
2022-11-24 05:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.911 s -0.886
2022-11-24 05:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.186 s -1.050
2022-11-24 05:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s -0.398
2022-11-24 05:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.378
2022-11-24 05:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.347 s -0.044
2022-11-24 05:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.310 s 0.947
2022-11-24 05:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.634 s 1.005
2022-11-24 05:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.628 s -0.047
2022-11-24 05:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s -0.009
2022-11-24 05:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.700
2022-11-24 05:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.201 s -0.274
2022-11-24 05:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.298 s -0.918
2022-11-24 05:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.638
2022-11-24 05:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.242
2022-11-24 05:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.886 s -0.173
2022-11-24 05:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.707 s 0.214
2022-11-24 05:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.384
2022-11-24 05:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s -0.130
2022-11-24 05:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s -0.246
2022-11-24 05:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.605 s 0.159
2022-11-24 05:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.298 s -1.610
2022-11-24 05:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.581 s 1.158
2022-11-24 05:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.192 s -1.130
2022-11-24 05:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.440 s -2.542
2022-11-24 05:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.144
2022-11-24 05:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 0.574
2022-11-24 05:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.253 s -1.892
2022-11-24 05:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.822 s 0.361
2022-11-24 05:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.222
2022-11-24 05:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.787
2022-11-24 05:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.124
2022-11-24 05:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.434
2022-11-24 05:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.529 s -0.712
2022-11-24 05:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.218 s -0.690
2022-11-24 05:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.176
2022-11-24 05:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.507 s -0.824
2022-11-24 05:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.769 s 0.263
2022-11-24 05:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.922 s -0.080
2022-11-24 05:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.611 s -1.458
2022-11-24 05:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s -0.216
2022-11-24 05:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.528 s -1.530
2022-11-24 05:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.731 s 0.484
2022-11-24 05:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.435 s 0.294
2022-11-24 05:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 0.930
2022-11-24 05:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.855 s 1.233
2022-11-24 05:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.798 s -0.701
2022-11-24 05:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.332 s -0.426
2022-11-24 05:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.760 s -0.620
2022-11-24 05:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s 0.048
2022-11-24 05:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.661 s -0.479
2022-11-24 05:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s -0.218
2022-11-24 05:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.282 s 0.046
2022-11-24 05:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s -0.174
2022-11-24 05:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.338 s 0.737
2022-11-24 05:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.768 s -0.341
2022-11-24 05:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.322 s -0.003
2022-11-24 05:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.403 s 0.704
2022-11-24 05:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.347 s -0.126
2022-11-24 05:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.278 s 0.744
2022-11-24 05:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.421 s -0.695
2022-11-24 05:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.709 s 0.415
2022-11-24 05:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s -0.067
2022-11-24 05:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 0.982
2022-11-24 05:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.512 s 0.937
2022-11-24 05:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.325 s -0.382
2022-11-24 05:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s -0.023
2022-11-24 05:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.147
2022-11-24 05:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.147 s -0.600
2022-11-24 05:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.180 s -0.952
2022-11-24 05:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.551
2022-11-24 05:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.426 s -0.261
2022-11-24 05:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.603 s 0.415
2022-11-24 05:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s -0.433
2022-11-24 05:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 0.519
2022-11-24 05:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.324 s -0.784
2022-11-24 05:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s -0.201
2022-11-24 05:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.133
2022-11-24 05:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.614
2022-11-24 05:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.321 s 1.686
2022-11-24 05:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.699
2022-11-24 05:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.667
2022-11-24 05:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.475 s 0.479
2022-11-24 05:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.539 s -0.322
2022-11-24 05:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.305 s -0.029
2022-11-24 05:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.802
2022-11-24 05:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.330 s 1.097
2022-11-24 05:18 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.901 s -0.764
2022-11-24 05:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.877
2022-11-24 05:18 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.650 s 0.040
2022-11-24 05:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -0.201
2022-11-24 05:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.654 s 0.607
2022-11-24 05:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s -0.401
2022-11-24 05:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s 0.771
2022-11-24 05:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.865 s -0.124
2022-11-24 05:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.062 s -0.354
2022-11-24 05:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.364 s 1.592
2022-11-24 05:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.941 s 1.506
2022-11-24 05:18 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.056
2022-11-24 05:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.205 s -1.823
2022-11-24 05:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.163
2022-11-24 05:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.329 s -0.082
2022-11-24 05:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.808 s -1.007
2022-11-24 05:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.581 s -0.267
2022-11-24 05:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s 0.040
2022-11-24 05:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.217 s 0.329
2022-11-24 05:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.324 s -3.402
2022-11-24 05:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.832
2022-11-24 05:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.518 s 1.245
2022-11-24 05:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.433 s 0.101
2022-11-24 05:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.358 s -0.680
2022-11-24 05:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.588 s 0.209
2022-11-24 05:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.602
2022-11-24 05:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.315 s 1.155
2022-11-24 05:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.924 s 1.669
2022-11-24 05:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.217 s -5.313
2022-11-24 05:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.428 s -0.248
2022-11-24 05:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.868 s -1.223
2022-11-24 05:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s -0.967
2022-11-24 05:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.265 s -1.174
2022-11-24 05:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 0.839
2022-11-24 05:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.056
2022-11-24 05:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.109 s -0.678
2022-11-24 05:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.187
2022-11-24 05:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.384 s -1.185
2022-11-24 05:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.287 s 0.426
2022-11-24 05:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.369 s -0.403
2022-11-24 05:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.950 s -0.098
2022-11-24 05:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.605 s -0.982
2022-11-24 05:36 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.437 s 1.089
2022-11-24 05:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.919 s -0.851
2022-11-24 05:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.940 s -0.878
2022-11-24 05:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.716 s -0.113
2022-11-24 05:36 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.773 s 1.625
2022-11-24 05:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.127 s -0.052
2022-11-24 05:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.314 s -1.894
2022-11-24 05:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s -0.319
2022-11-24 05:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.786 s -0.040
2022-11-24 05:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.824
2022-11-24 05:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -0.368
2022-11-24 05:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.080
2022-11-24 05:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.446 s 0.067
2022-11-24 05:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s -0.642
2022-11-24 05:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.303 s 0.025
2022-11-24 05:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s 0.065
2022-11-24 05:51 JavaScript Parse read recordBatches, tracks 0.000 s 0.740
2022-11-24 05:51 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.416
2022-11-24 05:51 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.564
2022-11-24 05:51 JavaScript Table tracks, 1,000,000 0.050 s 0.176
2022-11-24 05:51 JavaScript vectorFromArray booleans 0.018 s 0.169
2022-11-24 05:51 JavaScript vectorFromArray numbers 0.016 s 0.183
2022-11-24 05:51 JavaScript Iterate Vector int8Array 0.002 s 0.488
2022-11-24 05:51 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.828
2022-11-24 05:51 JavaScript get Vector numbers 0.002 s 2.194
2022-11-24 05:51 JavaScript Table tracks, 1,000,000 0.248 s 1.214
2022-11-24 05:51 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.222
2022-11-24 05:51 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.316
2022-11-24 05:51 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-24 05:51 JavaScript Iterate Vector uint8Array 0.002 s -0.025
2022-11-24 05:51 JavaScript Iterate Vector uint32Array 0.002 s 0.571
2022-11-24 05:51 JavaScript Iterate Vector int32Array 0.002 s 0.247
2022-11-24 05:51 JavaScript Spread Vector int8Array 0.006 s 0.061
2022-11-24 05:51 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.131
2022-11-24 05:51 JavaScript Spread Vector numbers 0.008 s 0.082
2022-11-24 05:51 JavaScript Spread Vector dictionary 0.010 s 1.770
2022-11-24 05:51 JavaScript toArray Vector uint8Array
2022-11-24 05:51 JavaScript toArray Vector float64Array
2022-11-24 05:51 JavaScript toArray Vector numbers
2022-11-24 05:51 JavaScript toArray Vector dictionary 0.010 s 1.343
2022-11-24 05:51 JavaScript get Vector uint32Array 0.003 s 1.501
2022-11-24 05:51 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.185 s 0.841
2022-11-24 05:51 JavaScript Spread Vector int64Array 0.012 s 0.268
2022-11-24 05:51 JavaScript Spread Vector float64Array 0.008 s 0.025
2022-11-24 05:51 JavaScript toArray Vector float32Array
2022-11-24 05:51 JavaScript get Vector uint16Array 0.003 s 1.803
2022-11-24 05:51 JavaScript get Vector int64Array 0.003 s 0.619
2022-11-24 05:51 JavaScript get Vector float64Array 0.002 s 2.683
2022-11-24 05:51 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.310
2022-11-24 05:51 JavaScript Iterate Vector booleans 0.004 s 0.428
2022-11-24 05:51 JavaScript Spread Vector uint16Array 0.006 s 0.092
2022-11-24 05:51 JavaScript Spread Vector uint64Array 0.012 s 0.946
2022-11-24 05:51 JavaScript vectorFromArray dictionary 0.017 s -1.133
2022-11-24 05:51 JavaScript Iterate Vector uint16Array 0.002 s 0.435
2022-11-24 05:51 JavaScript Iterate Vector uint64Array 0.004 s 0.661
2022-11-24 05:51 JavaScript Iterate Vector int64Array 0.004 s 0.890
2022-11-24 05:51 JavaScript Iterate Vector float64Array 0.002 s 0.882
2022-11-24 05:51 JavaScript Iterate Vector int16Array 0.002 s 0.414
2022-11-24 05:51 JavaScript Iterate Vector string 0.125 s 0.887
2022-11-24 05:51 JavaScript Iterate Vector float32Array 0.002 s 1.013
2022-11-24 05:51 JavaScript Iterate Vector numbers 0.002 s 0.872
2022-11-24 05:51 JavaScript Iterate Vector dictionary 0.004 s 0.674
2022-11-24 05:51 JavaScript Spread Vector uint8Array 0.006 s 0.132
2022-11-24 05:51 JavaScript Spread Vector uint32Array 0.007 s 0.102
2022-11-24 05:51 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.011
2022-11-24 05:51 JavaScript Spread Vector int16Array 0.006 s 0.179
2022-11-24 05:51 JavaScript Spread Vector booleans 0.010 s 0.917
2022-11-24 05:51 JavaScript Spread Vector string 0.145 s 0.498
2022-11-24 05:51 JavaScript toArray Vector uint16Array
2022-11-24 05:51 JavaScript toArray Vector uint32Array
2022-11-24 05:51 JavaScript toArray Vector int8Array
2022-11-24 05:51 JavaScript toArray Vector int32Array
2022-11-24 05:51 JavaScript Spread Vector int32Array 0.007 s -0.025
2022-11-24 05:51 JavaScript Spread Vector float32Array 0.008 s 0.043
2022-11-24 05:51 JavaScript toArray Vector uint64Array
2022-11-24 05:51 JavaScript toArray Vector int16Array
2022-11-24 05:51 JavaScript toArray Vector int64Array
2022-11-24 05:51 JavaScript toArray Vector string 0.145 s 0.484
2022-11-24 05:51 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.863
2022-11-24 05:51 JavaScript Table 1,000,000, tracks 0.256 s 0.708
2022-11-24 05:51 JavaScript toArray Vector booleans 0.010 s 0.838
2022-11-24 05:51 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.399
2022-11-24 05:51 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.817
2022-11-24 05:51 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.112
2022-11-24 05:51 JavaScript get Vector uint8Array 0.003 s 0.857
2022-11-24 05:51 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -1.648
2022-11-24 05:51 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.457
2022-11-24 05:51 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.122
2022-11-24 05:51 JavaScript get Vector uint64Array 0.003 s 1.078
2022-11-24 05:51 JavaScript get Vector int16Array 0.003 s 0.884
2022-11-24 05:51 JavaScript Table tracks, 1,000,000 0.094 s 0.581
2022-11-24 05:51 JavaScript get Vector int8Array 0.003 s 0.047
2022-11-24 05:51 JavaScript get Vector int32Array 0.003 s 1.051
2022-11-24 05:51 JavaScript get Vector float32Array 0.002 s 0.216
2022-11-24 05:51 JavaScript get Vector dictionary 0.002 s -2.592
2022-11-24 05:51 JavaScript get Vector booleans 0.002 s 0.139
2022-11-24 05:51 JavaScript get Vector string 0.125 s -0.016
2022-11-24 05:51 JavaScript Parse write recordBatches, tracks 0.002 s -0.583
2022-11-24 05:51 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-24 05:51 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-24 05:51 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-24 05:51 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.193 s -1.547
2022-11-24 05:51 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.251
2022-11-24 05:51 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.157