Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 18:49 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.690 s -1.321
2022-11-23 18:50 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.535 s -0.799
2022-11-23 18:49 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.269 s -1.489
2022-11-23 18:51 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.495 s -0.809
2022-11-23 18:53 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.149 s -0.990
2022-11-23 18:54 Python dataframe-to-table type_strings 0.453 s -0.808
2022-11-23 18:51 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.423 s 0.255
2022-11-23 18:52 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.206 s -0.940
2022-11-23 18:55 Python dataframe-to-table type_dict 0.012 s -0.789
2022-11-23 18:51 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.138 s -1.097
2022-11-23 18:55 Python dataframe-to-table type_integers 0.010 s 0.391
2022-11-23 18:55 Python dataset-filter nyctaxi_2010-01 1.008 s 0.047
2022-11-23 18:55 Python dataframe-to-table type_floats 0.011 s -0.035
2022-11-23 18:54 Python dataframe-to-table chi_traffic_2020_Q1 20.600 s -1.244
2022-11-23 18:55 Python dataframe-to-table type_nested 2.937 s -1.218
2022-11-23 18:58 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 70.217 s 1.413
2022-11-23 19:03 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.506 s 0.455
2022-11-23 19:13 Python dataset-read async=True, nyctaxi_multi_ipc_s3 212.153 s 0.934
2022-11-23 19:13 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.102 s 0.985
2022-11-23 19:13 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.186 s 0.199
2022-11-23 19:14 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.206 s -0.378
2022-11-23 19:16 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.944 s -1.352
2022-11-23 19:14 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.293 s 0.408
2022-11-23 19:14 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.134 s 0.139
2022-11-23 19:16 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.983 s -0.942
2022-11-23 19:16 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.932 s -0.543
2022-11-23 19:14 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.159 s 0.405
2022-11-23 19:15 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.518 s 0.013
2022-11-23 19:16 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.558 s 1.247
2022-11-23 19:14 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.655 s -0.362
2022-11-23 19:15 Python file-read lz4, feather, table, fanniemae_2016Q4 0.827 s -0.255
2022-11-23 19:16 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.929 s -0.196
2022-11-23 19:15 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.318 s 1.092
2022-11-23 19:15 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.618 s 1.659
2022-11-23 19:15 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.513 s -0.105
2022-11-23 19:14 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.063 s -0.181
2022-11-23 19:14 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.052 s 0.088
2022-11-23 19:16 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.978 s -0.626
2022-11-23 19:14 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.217 s 0.212
2022-11-23 19:14 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.643 s 1.723
2022-11-23 19:15 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.632 s -0.091
2022-11-23 19:16 Python file-read lz4, feather, table, nyctaxi_2010-01 0.689 s -0.464
2022-11-23 19:16 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.228 s 1.269
2022-11-23 19:16 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.322 s 1.297
2022-11-23 19:17 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.060 s -0.251
2022-11-23 19:18 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.569 s -0.025
2022-11-23 19:18 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.390 s -0.313
2022-11-23 19:43 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.965 s -0.906
2022-11-23 19:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s -0.175
2022-11-23 20:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.633
2022-11-23 20:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s 0.185
2022-11-23 19:19 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.868 s 0.008
2022-11-23 19:22 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.513 s 0.686
2022-11-23 19:20 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.185 s -1.142
2022-11-23 19:32 R dataframe-to-table type_dict, R 0.056 s -0.101
2022-11-23 19:33 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.595 s -1.195
2022-11-23 19:35 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.819 s 0.121
2022-11-23 19:23 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.007 s 0.505
2022-11-23 19:32 R dataframe-to-table type_strings, R 0.536 s 0.752
2022-11-23 19:32 R dataframe-to-table type_floats, R 0.013 s 0.876
2022-11-23 19:34 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.554 s 0.061
2022-11-23 19:41 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.967 s -2.156
2022-11-23 19:52 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.550 s 0.319
2022-11-23 19:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.589 s -0.609
2022-11-23 19:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.702 s 0.794
2022-11-23 19:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.506 s 0.569
2022-11-23 19:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.044
2022-11-23 20:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.345 s 1.138
2022-11-23 19:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.045 s 1.135
2022-11-23 19:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.221 s 1.477
2022-11-23 19:47 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.961 s -0.155
2022-11-23 19:20 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.654 s 0.281
2022-11-23 19:35 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s 0.086
2022-11-23 19:22 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.077 s 0.617
2022-11-23 19:21 Python file-write lz4, feather, table, fanniemae_2016Q4 1.551 s 0.409
2022-11-23 19:32 R dataframe-to-table type_integers, R 0.010 s -0.185
2022-11-23 19:33 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.586 s -0.241
2022-11-23 19:34 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.842 s 0.207
2022-11-23 19:23 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.947 s 1.507
2022-11-23 19:23 Python file-write lz4, feather, table, nyctaxi_2010-01 1.665 s 0.241
2022-11-23 19:23 Python wide-dataframe use_legacy_dataset=false 0.516 s -0.071
2022-11-23 19:21 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.586 s 0.594
2022-11-23 19:23 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.563 s -2.152
2022-11-23 19:39 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.925 s -0.023
2022-11-23 19:23 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.811 s 0.168
2022-11-23 19:34 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.551 s 0.053
2022-11-23 19:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.002 s 1.497
2022-11-23 19:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.431 s -1.101
2022-11-23 19:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 0.638
2022-11-23 19:33 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.335 s -0.678
2022-11-23 19:23 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.372
2022-11-23 19:35 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.907 s -0.343
2022-11-23 19:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.309 s 1.119
2022-11-23 19:21 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.701 s 0.082
2022-11-23 19:34 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.095
2022-11-23 19:43 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.489 s 0.691
2022-11-23 19:45 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.997 s 0.266
2022-11-23 19:53 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.247 s -0.137
2022-11-23 19:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.173
2022-11-23 19:34 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.591 s 0.183
2022-11-23 19:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.184
2022-11-23 19:32 R dataframe-to-table type_nested, R 0.571 s 0.758
2022-11-23 19:35 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.911 s 0.061
2022-11-23 19:48 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.732 s 0.176
2022-11-23 19:50 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.317 s -0.453
2022-11-23 19:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.653 s -0.083
2022-11-23 19:32 R dataframe-to-table chi_traffic_2020_Q1, R 4.339 s -1.103
2022-11-23 19:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s -3.827
2022-11-23 20:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.572
2022-11-23 20:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 1.158
2022-11-23 20:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.506 s -0.118
2022-11-23 19:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s -0.056
2022-11-23 19:45 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.418 s -0.574
2022-11-23 19:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s 1.129
2022-11-23 19:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.153
2022-11-23 19:34 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.903 s -0.189
2022-11-23 19:35 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.582 s 0.110
2022-11-23 19:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.541
2022-11-23 19:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.224
2022-11-23 19:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.913 s -1.191
2022-11-23 19:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.175 s -0.091
2022-11-23 20:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.279 s 0.993
2022-11-23 19:33 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.343 s -0.786
2022-11-23 19:33 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.311 s 0.134
2022-11-23 19:36 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.508 s -0.059
2022-11-23 19:50 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.306 s 0.728
2022-11-23 19:53 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.577 s 0.463
2022-11-23 19:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.258
2022-11-23 20:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s -0.234
2022-11-23 19:41 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.588 s -0.209
2022-11-23 19:52 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.565 s -0.031
2022-11-23 19:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.270 s 1.070
2022-11-23 19:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.837
2022-11-23 19:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s 0.021
2022-11-23 19:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.299 s -0.409
2022-11-23 19:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.326 s -0.640
2022-11-23 19:38 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.138 s -0.222
2022-11-23 20:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.525 s -0.594
2022-11-23 19:49 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.926 s -0.376
2022-11-23 20:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.697 s 0.514
2022-11-23 20:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.338 s 0.994
2022-11-23 20:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.364 s 1.388
2022-11-23 19:51 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.470 s -0.698
2022-11-23 19:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s -0.652
2022-11-23 19:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s -5.218
2022-11-23 19:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.477
2022-11-23 19:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 0.702
2022-11-23 20:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.432 s 1.564
2022-11-23 19:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 0.795
2022-11-23 20:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.775 s -0.793
2022-11-23 19:52 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.228 s -0.803
2022-11-23 20:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.278 s 0.760
2022-11-23 20:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 1.950
2022-11-23 20:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.650 s 0.002
2022-11-23 20:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.823 s 0.079
2022-11-23 20:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s 0.458
2022-11-23 19:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 0.958
2022-11-23 19:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.259 s 1.214
2022-11-23 20:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.657 s -0.424
2022-11-23 20:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.575
2022-11-23 20:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.311
2022-11-23 20:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.210 s 1.139
2022-11-23 20:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.268 s -1.184
2022-11-23 20:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.895 s -0.068
2022-11-23 19:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.927 s -1.255
2022-11-23 20:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.832
2022-11-23 20:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.317
2022-11-23 20:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 0.704
2022-11-23 20:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.390
2022-11-23 20:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.581 s 0.113
2022-11-23 20:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.217 s -0.145
2022-11-23 20:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.525 s -0.417
2022-11-23 20:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.889 s -1.515
2022-11-23 19:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.655
2022-11-23 20:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.525 s 0.543
2022-11-23 20:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.322 s 0.792
2022-11-23 20:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.912 s 0.628
2022-11-23 20:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.564
2022-11-23 20:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -0.217
2022-11-23 20:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.717 s -0.246
2022-11-23 20:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.647
2022-11-23 20:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.634 s 0.853
2022-11-23 20:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.202 s 0.000
2022-11-23 20:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.299 s -2.423
2022-11-23 20:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.504
2022-11-23 20:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.364 s 1.872
2022-11-23 20:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.967
2022-11-23 20:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.621
2022-11-23 20:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.253
2022-11-23 20:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.279 s 1.465
2022-11-23 20:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.552
2022-11-23 20:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.624 s -0.181
2022-11-23 20:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.023
2022-11-23 20:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.618
2022-11-23 20:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.605 s 0.331
2022-11-23 20:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.918
2022-11-23 20:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.324 s 0.724
2022-11-23 20:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.467 s 0.441
2022-11-23 20:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s 0.594
2022-11-23 20:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.754
2022-11-23 20:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.537
2022-11-23 20:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.948 s 0.439
2022-11-23 20:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.284 s 1.876
2022-11-23 20:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.929 s -1.380
2022-11-23 20:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.220 s 1.007
2022-11-23 20:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.604
2022-11-23 20:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.137 s -0.139
2022-11-23 20:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.314 s 0.900
2022-11-23 20:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.223 s 2.016
2022-11-23 20:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.411 s -0.451
2022-11-23 20:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.319 s 1.065
2022-11-23 20:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.209
2022-11-23 20:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.404 s 0.052
2022-11-23 20:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.472 s 1.051
2022-11-23 20:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.948 s 0.112
2022-11-23 20:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 0.816
2022-11-23 20:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.045 s 0.247
2022-11-23 20:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.866 s -0.310
2022-11-23 20:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 0.738
2022-11-23 20:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.643
2022-11-23 20:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.861 s 0.177
2022-11-23 20:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.324 s -0.482
2022-11-23 20:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.193 s -1.107
2022-11-23 20:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.356
2022-11-23 20:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s 0.805
2022-11-23 20:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.769 s -0.606
2022-11-23 20:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.251 s -0.783
2022-11-23 20:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.296 s -0.679
2022-11-23 20:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.424
2022-11-23 20:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.255 s 1.396
2022-11-23 20:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.602 s 0.042
2022-11-23 20:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.706 s 1.344
2022-11-23 20:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.276
2022-11-23 20:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.699 s 1.301
2022-11-23 20:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.603 s -0.489
2022-11-23 20:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.554
2022-11-23 20:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.587
2022-11-23 20:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.295 s 0.234
2022-11-23 20:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 1.012
2022-11-23 20:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.900 s -0.509
2022-11-23 20:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.357 s -0.112
2022-11-23 20:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.589 s -1.427
2022-11-23 20:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.880 s 0.588
2022-11-23 20:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.197 s 1.361
2022-11-23 20:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.731 s 0.524
2022-11-23 20:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.297 s 1.480
2022-11-23 20:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.130 s 0.532
2022-11-23 20:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.866 s -0.262
2022-11-23 20:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.729 s 0.887
2022-11-23 20:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.428 s -0.322
2022-11-23 20:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.435 s -2.193
2022-11-23 20:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.317 s -0.340
2022-11-23 20:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s 1.056
2022-11-23 20:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.533 s 0.557
2022-11-23 20:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.265 s -0.852
2022-11-23 20:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.253 s 1.745
2022-11-23 20:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.670
2022-11-23 20:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s 1.328
2022-11-23 20:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.302 s 1.319
2022-11-23 20:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.437 s 1.729
2022-11-23 20:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.044
2022-11-23 20:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.597 s 0.375
2022-11-23 20:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.189 s 1.079
2022-11-23 20:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.308 s -0.666
2022-11-23 20:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.087 s -0.230
2022-11-23 20:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.157 s 0.645
2022-11-23 20:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.434 s -0.332
2022-11-23 20:31 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 33.146 s -1.919
2022-11-23 20:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.840
2022-11-23 20:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.618
2022-11-23 20:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.663 s -1.261
2022-11-23 20:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.192 s 1.371
2022-11-23 20:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.319 s -0.622
2022-11-23 20:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.946 s 0.269
2022-11-23 20:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.436 s 1.815
2022-11-23 20:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.382 s -0.256
2022-11-23 20:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.776 s 1.134
2022-11-23 20:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.098 s 1.421
2022-11-23 20:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.270 s -1.758
2022-11-23 20:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.444 s 0.994
2022-11-23 20:41 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -1.748
2022-11-23 20:41 JavaScript toArray Vector uint8Array
2022-11-23 20:41 JavaScript toArray Vector uint64Array
2022-11-23 20:41 JavaScript toArray Vector int16Array
2022-11-23 20:41 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-23 20:41 JavaScript toArray Vector uint32Array
2022-11-23 20:41 JavaScript toArray Vector numbers
2022-11-23 20:41 JavaScript toArray Vector dictionary 0.010 s 1.599
2022-11-23 20:41 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.517
2022-11-23 20:41 JavaScript vectorFromArray booleans 0.017 s 0.623
2022-11-23 20:41 JavaScript Parse read recordBatches, tracks 0.000 s 0.767
2022-11-23 20:41 JavaScript Iterate Vector int64Array 0.004 s 0.601
2022-11-23 20:41 JavaScript Iterate Vector dictionary 0.004 s -0.134
2022-11-23 20:41 JavaScript Spread Vector uint8Array 0.006 s 0.150
2022-11-23 20:41 JavaScript vectorFromArray dictionary 0.017 s 0.120
2022-11-23 20:41 JavaScript Iterate Vector uint64Array 0.004 s 0.045
2022-11-23 20:41 JavaScript vectorFromArray numbers 0.016 s 0.686
2022-11-23 20:41 JavaScript Iterate Vector uint8Array 0.002 s 0.080
2022-11-23 20:41 JavaScript Iterate Vector uint32Array 0.002 s 0.636
2022-11-23 20:41 JavaScript Iterate Vector int32Array 0.002 s 0.342
2022-11-23 20:41 JavaScript Iterate Vector float32Array 0.002 s 0.850
2022-11-23 20:41 JavaScript Spread Vector string 0.145 s 0.365
2022-11-23 20:41 JavaScript Iterate Vector uint16Array 0.002 s 0.425
2022-11-23 20:41 JavaScript Iterate Vector int16Array 0.002 s 0.319
2022-11-23 20:41 JavaScript Iterate Vector float64Array 0.002 s 0.637
2022-11-23 20:41 JavaScript Iterate Vector numbers 0.002 s 0.871
2022-11-23 20:41 JavaScript Spread Vector booleans 0.010 s 0.268
2022-11-23 20:41 JavaScript Iterate Vector int8Array 0.002 s 0.504
2022-11-23 20:41 JavaScript Iterate Vector booleans 0.004 s 0.086
2022-11-23 20:41 JavaScript Iterate Vector string 0.125 s 0.807
2022-11-23 20:41 JavaScript Spread Vector uint64Array 0.012 s -0.112
2022-11-23 20:41 JavaScript Spread Vector int64Array 0.012 s 1.160
2022-11-23 20:41 JavaScript Spread Vector float64Array 0.008 s 0.213
2022-11-23 20:41 JavaScript Spread Vector uint16Array 0.006 s 0.103
2022-11-23 20:41 JavaScript Spread Vector int16Array 0.006 s 0.229
2022-11-23 20:41 JavaScript toArray Vector string 0.146 s 0.053
2022-11-23 20:41 JavaScript get Vector int8Array 0.003 s -0.992
2022-11-23 20:41 JavaScript Spread Vector uint32Array 0.007 s 0.072
2022-11-23 20:41 JavaScript Spread Vector int32Array 0.007 s 0.060
2022-11-23 20:41 JavaScript Spread Vector numbers 0.008 s 0.164
2022-11-23 20:41 JavaScript Spread Vector dictionary 0.010 s 1.011
2022-11-23 20:41 JavaScript Spread Vector int8Array 0.006 s 0.095
2022-11-23 20:41 JavaScript Spread Vector float32Array 0.008 s 0.292
2022-11-23 20:41 JavaScript toArray Vector int8Array
2022-11-23 20:41 JavaScript toArray Vector int32Array
2022-11-23 20:41 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.016
2022-11-23 20:41 JavaScript toArray Vector uint16Array
2022-11-23 20:41 JavaScript toArray Vector int64Array
2022-11-23 20:41 JavaScript get Vector uint32Array 0.003 s -0.358
2022-11-23 20:41 JavaScript get Vector int32Array 0.003 s -0.917
2022-11-23 20:41 JavaScript toArray Vector float32Array
2022-11-23 20:41 JavaScript get Vector int64Array 0.003 s 0.030
2022-11-23 20:41 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.673
2022-11-23 20:41 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.592
2022-11-23 20:41 JavaScript toArray Vector float64Array
2022-11-23 20:41 JavaScript toArray Vector booleans 0.010 s 0.758
2022-11-23 20:41 JavaScript get Vector numbers 0.002 s 0.250
2022-11-23 20:41 JavaScript get Vector dictionary 0.002 s 0.355
2022-11-23 20:41 JavaScript get Vector uint8Array 0.003 s -1.318
2022-11-23 20:41 JavaScript get Vector uint16Array 0.003 s -1.028
2022-11-23 20:41 JavaScript get Vector uint64Array 0.003 s 0.311
2022-11-23 20:41 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.353
2022-11-23 20:41 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-23 20:41 JavaScript get Vector int16Array 0.003 s -1.281
2022-11-23 20:41 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.853
2022-11-23 20:41 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -1.511
2022-11-23 20:41 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.119
2022-11-23 20:41 JavaScript get Vector float32Array 0.002 s 0.457
2022-11-23 20:41 JavaScript get Vector float64Array 0.002 s
2022-11-23 20:41 JavaScript get Vector booleans 0.002 s 0.542
2022-11-23 20:41 JavaScript get Vector string 0.124 s 0.454
2022-11-23 20:41 JavaScript Parse write recordBatches, tracks 0.002 s 0.384
2022-11-23 20:41 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.630
2022-11-23 20:41 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.833
2022-11-23 20:41 JavaScript Table tracks, 1,000,000 0.311 s -1.629
2022-11-23 20:41 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -1.538
2022-11-23 20:41 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.346
2022-11-23 20:41 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.233
2022-11-23 20:41 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.185 s 0.929
2022-11-23 20:41 JavaScript Table 1,000,000, tracks 0.308 s -1.560
2022-11-23 20:41 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 20:41 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.005
2022-11-23 20:41 JavaScript Table tracks, 1,000,000 0.050 s 0.156
2022-11-23 20:41 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.031 s 0.881
2022-11-23 20:41 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 20:41 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.188 s 0.243
2022-11-23 20:41 JavaScript Table tracks, 1,000,000 0.094 s 0.558
2022-11-23 20:41 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.490