Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 23:24 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.140 s -0.902
2022-11-08 23:25 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.250 s -0.640
2022-11-08 23:28 Python dataframe-to-table type_strings 0.418 s 4.833
2022-11-08 23:28 Python dataframe-to-table type_dict 0.011 s -0.159
2022-11-08 23:48 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.058 s 0.106
2022-11-08 23:48 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.050 s 0.154
2022-11-08 23:50 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.918 s -0.279
2022-11-08 23:57 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.812 s 1.100
2022-11-08 23:57 Python wide-dataframe use_legacy_dataset=false 0.512 s 0.558
2022-11-08 23:47 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.300 s -0.068
2022-11-08 23:54 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.350 s 3.299
2022-11-08 23:57 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.408 s 0.524
2022-11-09 00:07 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.566 s 0.930
2022-11-09 00:08 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.888 s 0.110
2022-11-08 23:28 Python dataframe-to-table type_floats 0.011 s 0.537
2022-11-08 23:49 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.346 s -2.354
2022-11-08 23:51 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 9.986 s 1.593
2022-11-08 23:22 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.683 s 0.232
2022-11-08 23:32 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 79.884 s 0.338
2022-11-08 23:22 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.266 s -1.258
2022-11-08 23:24 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.651 s -0.621
2022-11-08 23:26 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.146 s -0.447
2022-11-08 23:27 Python dataframe-to-table chi_traffic_2020_Q1 19.996 s 2.003
2022-11-08 23:23 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.647 s -0.494
2022-11-08 23:24 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.432 s -1.174
2022-11-08 23:28 Python dataframe-to-table type_integers 0.010 s -0.004
2022-11-08 23:28 Python dataset-filter nyctaxi_2010-01 0.986 s 0.488
2022-11-08 23:36 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.820 s 0.267
2022-11-08 23:28 Python dataframe-to-table type_nested 2.816 s 0.937
2022-11-08 23:47 Python dataset-read async=True, nyctaxi_multi_ipc_s3 215.716 s 0.873
2022-11-08 23:48 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.159 s -0.181
2022-11-08 23:48 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.599 s -0.145
2022-11-08 23:48 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.588 s -0.393
2022-11-08 23:48 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.478 s -0.071
2022-11-08 23:52 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.157 s 3.902
2022-11-08 23:52 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.307 s 1.620
2022-11-08 23:56 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.032 s 2.273
2022-11-09 00:06 R dataframe-to-table type_integers, R 0.010 s 1.136
2022-11-09 00:06 R dataframe-to-table type_floats, R 0.013 s 0.993
2022-11-09 00:07 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.552 s -0.132
2022-11-09 00:07 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.290 s 0.011
2022-11-09 00:07 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.543 s 0.027
2022-11-08 23:48 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.183 s 0.990
2022-11-08 23:49 Python file-read lz4, feather, table, fanniemae_2016Q4 0.831 s -0.963
2022-11-08 23:50 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.608 s -0.792
2022-11-08 23:57 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.978 s -0.214
2022-11-08 23:57 Python file-write lz4, feather, table, nyctaxi_2010-01 1.753 s -0.481
2022-11-09 00:06 R dataframe-to-table type_nested, R 0.571 s 0.904
2022-11-08 23:47 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.128 s 0.794
2022-11-08 23:48 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.694 s -0.266
2022-11-08 23:49 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.478 s -0.090
2022-11-08 23:49 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.369 s -0.886
2022-11-08 23:55 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.657 s -0.266
2022-11-09 00:06 R dataframe-to-table type_dict, R 0.056 s 0.275
2022-11-08 23:47 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.238 s -0.296
2022-11-08 23:50 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.898 s 1.011
2022-11-08 23:54 Python file-write lz4, feather, table, fanniemae_2016Q4 1.551 s 0.752
2022-11-08 23:47 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.192 s -0.063
2022-11-08 23:49 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.955 s 0.196
2022-11-08 23:56 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.119 s 1.719
2022-11-09 00:08 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.535 s 0.762
2022-11-08 23:48 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.170 s -1.921
2022-11-08 23:49 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.805 s -1.042
2022-11-08 23:50 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.941 s 0.784
2022-11-08 23:50 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.376 s -0.811
2022-11-09 00:05 R dataframe-to-table type_strings, R 0.536 s 0.674
2022-11-08 23:50 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.937 s -0.164
2022-11-08 23:50 Python file-read lz4, feather, table, nyctaxi_2010-01 0.685 s 0.627
2022-11-08 23:55 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.377 s 3.312
2022-11-08 23:56 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.585 s -0.307
2022-11-08 23:57 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.591
2022-11-09 00:05 R dataframe-to-table chi_traffic_2020_Q1, R 4.299 s 0.084
2022-11-09 00:08 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.532 s 0.713
2022-11-08 23:53 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.475 s 3.872
2022-11-08 23:53 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.021 s -0.222
2022-11-09 00:07 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.313 s 0.275
2022-11-09 00:08 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.839 s 1.634
2022-11-09 00:09 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.907 s -0.751
2022-11-09 00:10 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.431 s 1.626
2022-11-09 00:06 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.292 s 0.068
2022-11-09 00:07 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.589 s 0.847
2022-11-09 00:08 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.217 s -0.709
2022-11-09 00:08 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.822 s -0.486
2022-11-09 00:09 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.581 s 0.038
2022-11-09 00:12 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.860 s 1.566
2022-11-09 00:08 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.884 s 0.106
2022-11-09 00:11 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.034 s 1.663
2022-11-09 00:14 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.517 s 1.451
2022-11-09 00:15 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.948 s 1.069
2022-11-09 00:16 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.926 s 0.425
2022-11-09 00:17 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.489 s 0.620
2022-11-09 00:18 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.379 s 0.452
2022-11-09 00:19 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.048 s 0.227
2022-11-09 00:20 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 6.017 s 0.048
2022-11-09 00:21 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.792 s 0.183
2022-11-09 00:22 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.976 s 0.064
2022-11-09 00:23 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.304 s 0.788
2022-11-09 00:24 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.315 s -0.803
2022-11-09 00:26 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.214 s -1.037
2022-11-09 00:25 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.466 s 0.375
2022-11-09 00:26 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.555 s 0.392
2022-11-09 00:26 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.534 s 0.241
2022-11-09 00:26 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.243 s 0.719
2022-11-09 00:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.197 s -0.190
2022-11-09 00:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s 0.297
2022-11-09 00:26 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.593 s -0.079
2022-11-09 00:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.199 s -0.319
2022-11-09 00:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.024
2022-11-09 00:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s 0.193
2022-11-09 00:28 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.009 s -0.050
2022-11-09 00:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.587 s -0.248
2022-11-09 00:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.056 s -0.598
2022-11-09 00:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s 0.296
2022-11-09 00:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.528
2022-11-09 00:28 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.716 s -0.449
2022-11-09 00:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s 0.417
2022-11-09 00:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.439
2022-11-09 00:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.652 s 0.468
2022-11-09 00:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.283 s 0.495
2022-11-09 00:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.287
2022-11-09 00:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s 0.195
2022-11-09 00:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.428
2022-11-09 00:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.469
2022-11-09 00:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s 0.319
2022-11-09 00:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.296 s 0.518
2022-11-09 00:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.117
2022-11-09 00:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.282 s 0.335
2022-11-09 00:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.915 s 0.171
2022-11-09 00:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.387 s 0.277
2022-11-09 00:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.535 s -0.941
2022-11-09 00:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 0.630
2022-11-09 00:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 0.646
2022-11-09 00:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 0.568
2022-11-09 00:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s 0.003
2022-11-09 00:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.504
2022-11-09 00:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.325 s 0.557
2022-11-09 00:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.905 s 0.244
2022-11-09 00:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.314 s 0.459
2022-11-09 00:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.164 s 0.564
2022-11-09 00:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.562
2022-11-09 00:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.372
2022-11-09 00:34 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.628 s 0.595
2022-11-09 00:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.613
2022-11-09 00:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.347 s 0.326
2022-11-09 00:34 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.716 s -0.547
2022-11-09 00:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.175 s 0.326
2022-11-09 00:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.636 s 0.141
2022-11-09 00:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.289
2022-11-09 00:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s 0.035
2022-11-09 00:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s 0.263
2022-11-09 00:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.507 s -0.617
2022-11-09 00:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.349 s 0.217
2022-11-09 00:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s 0.124
2022-11-09 00:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.300 s -1.018
2022-11-09 00:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.656 s -0.082
2022-11-09 00:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s 0.228
2022-11-09 00:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.527
2022-11-09 00:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.283 s 0.397
2022-11-09 00:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s 0.178
2022-11-09 00:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.341 s 0.390
2022-11-09 00:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.331 s 0.516
2022-11-09 00:37 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.771 s 0.400
2022-11-09 00:37 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.609 s -0.710
2022-11-09 00:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 0.571
2022-11-09 00:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.716 s -0.130
2022-11-09 00:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.420 s 0.279
2022-11-09 00:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.532
2022-11-09 00:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.956 s 0.244
2022-11-09 00:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.553
2022-11-09 00:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 0.664
2022-11-09 00:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.200 s 0.342
2022-11-09 00:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.205 s 0.207
2022-11-09 00:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s 0.291
2022-11-09 00:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.205 s 0.368
2022-11-09 00:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s 0.502
2022-11-09 00:44 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.137 s 0.144
2022-11-09 00:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.528
2022-11-09 00:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.820 s 0.579
2022-11-09 00:47 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.303 s 0.735
2022-11-09 00:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.231 s 0.310
2022-11-09 00:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.324 s 0.036
2022-11-09 00:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.729 s -0.019
2022-11-09 00:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.190
2022-11-09 00:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.395
2022-11-09 00:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.365
2022-11-09 00:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.771 s -0.069
2022-11-09 00:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.332 s 0.288
2022-11-09 00:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.434 s 0.653
2022-11-09 00:41 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.174 s -1.217
2022-11-09 00:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.746 s -0.725
2022-11-09 00:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s 0.002
2022-11-09 00:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.514 s 0.441
2022-11-09 00:52 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.881 s 1.157
2022-11-09 00:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.259 s 0.085
2022-11-09 00:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 0.594
2022-11-09 00:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.361
2022-11-09 00:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.294 s 0.279
2022-11-09 00:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.356 s 0.009
2022-11-09 00:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s 0.179
2022-11-09 00:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.563
2022-11-09 00:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.557
2022-11-09 00:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.897 s 0.457
2022-11-09 00:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.762 s -1.030
2022-11-09 00:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.374
2022-11-09 00:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.937 s 0.768
2022-11-09 00:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.405 s 0.447
2022-11-09 00:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.474 s 1.650
2022-11-09 00:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.370 s 0.033
2022-11-09 00:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.355
2022-11-09 00:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.322 s 0.982
2022-11-09 00:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.527 s 0.179
2022-11-09 00:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 0.430
2022-11-09 00:47 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.276 s 1.527
2022-11-09 00:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.915 s 0.031
2022-11-09 00:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.285 s -0.157
2022-11-09 00:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.528 s 0.039
2022-11-09 00:54 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.748 s -0.613
2022-11-09 00:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.209 s 0.155
2022-11-09 00:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.431 s -0.705
2022-11-09 00:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.537
2022-11-09 00:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.650 s 0.050
2022-11-09 00:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.850 s 1.011
2022-11-09 00:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.203 s -0.894
2022-11-09 00:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 0.663
2022-11-09 00:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.202 s 0.413
2022-11-09 00:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.610 s -0.623
2022-11-09 00:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.856 s 1.358
2022-11-09 00:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s 0.296
2022-11-09 00:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s 0.578
2022-11-09 00:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.578 s 1.160
2022-11-09 00:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.476
2022-11-09 00:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.488 s 0.211
2022-11-09 00:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s 0.223
2022-11-09 00:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.262 s 0.241
2022-11-09 00:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.620 s -1.123
2022-11-09 00:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.325 s 0.724
2022-11-09 00:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s 0.208
2022-11-09 00:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.543 s -0.286
2022-11-09 00:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.424 s -0.263
2022-11-09 00:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.288 s 0.459
2022-11-09 01:05 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.649 s 0.751
2022-11-09 01:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.471
2022-11-09 01:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.445 s 0.341
2022-11-09 00:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.297 s -0.073
2022-11-09 00:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.258 s 0.418
2022-11-09 01:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.139 s -0.147
2022-11-09 01:15 JavaScript vectorFromArray numbers 0.016 s -0.283
2022-11-09 01:15 JavaScript toArray Vector string 0.144 s 0.881
2022-11-09 00:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.583 s -0.490
2022-11-09 00:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.400
2022-11-09 00:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.216 s 0.461
2022-11-09 00:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.216 s 0.290
2022-11-09 00:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.746
2022-11-09 00:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.406 s 0.372
2022-11-09 01:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s 0.209
2022-11-09 01:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.711 s 0.521
2022-11-09 00:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s 0.175
2022-11-09 00:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.236 s 0.347
2022-11-09 00:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.258 s -0.593
2022-11-09 00:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 8.991 s 0.716
2022-11-09 01:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.398
2022-11-09 01:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.396
2022-11-09 00:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.334
2022-11-09 00:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.315 s 0.308
2022-11-09 00:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.461
2022-11-09 01:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.936 s 0.103
2022-11-09 01:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.364
2022-11-09 00:52 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.302 s -14.349
2022-11-09 00:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.659 s 0.583
2022-11-09 00:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.450
2022-11-09 00:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.263 s -0.747
2022-11-09 00:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.951 s -0.220
2022-11-09 00:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.604 s 0.358
2022-11-09 00:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.861 s -0.065
2022-11-09 00:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.318 s 0.222
2022-11-09 01:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.376 s 0.504
2022-11-09 01:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.780 s 0.335
2022-11-09 01:15 JavaScript get Vector uint8Array 0.003 s 0.968
2022-11-09 01:15 JavaScript get Vector uint64Array 0.003 s 1.218
2022-11-09 01:15 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.482
2022-11-09 01:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.861 s 0.113
2022-11-09 01:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.356
2022-11-09 01:15 JavaScript vectorFromArray booleans 0.017 s 0.815
2022-11-09 01:15 JavaScript Iterate Vector uint16Array 0.002 s -0.089
2022-11-09 01:15 JavaScript Iterate Vector int64Array 0.004 s 0.080
2022-11-09 01:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.881 s 0.614
2022-11-09 01:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.559
2022-11-09 01:15 JavaScript Iterate Vector float64Array 0.002 s -1.448
2022-11-09 01:15 JavaScript Iterate Vector booleans 0.004 s 0.436
2022-11-09 01:15 JavaScript Iterate Vector dictionary 0.004 s -2.451
2022-11-09 01:15 JavaScript Iterate Vector string 0.125 s 0.975
2022-11-09 01:15 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.831
2022-11-09 01:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.294 s 0.007
2022-11-09 01:15 JavaScript Iterate Vector uint8Array 0.002 s -0.694
2022-11-09 01:15 JavaScript Iterate Vector uint64Array 0.004 s 0.093
2022-11-09 01:15 JavaScript vectorFromArray dictionary 0.017 s 0.263
2022-11-09 01:15 JavaScript Iterate Vector uint32Array 0.002 s -0.214
2022-11-09 01:15 JavaScript Iterate Vector int8Array 0.002 s -1.042
2022-11-09 01:15 JavaScript Iterate Vector numbers 0.002 s -1.399
2022-11-09 01:15 JavaScript Iterate Vector int16Array 0.002 s -0.692
2022-11-09 01:15 JavaScript Iterate Vector int32Array 0.002 s -1.004
2022-11-09 01:15 JavaScript Iterate Vector float32Array 0.002 s -0.329
2022-11-09 01:15 JavaScript toArray Vector uint32Array
2022-11-09 01:15 JavaScript toArray Vector uint64Array
2022-11-09 01:15 JavaScript toArray Vector dictionary 0.010 s 1.424
2022-11-09 01:15 JavaScript Spread Vector uint8Array 0.006 s 0.464
2022-11-09 01:15 JavaScript Spread Vector uint16Array 0.006 s 0.286
2022-11-09 01:15 JavaScript Spread Vector uint32Array 0.006 s 0.883
2022-11-09 01:15 JavaScript Spread Vector uint64Array 0.012 s 0.904
2022-11-09 01:15 JavaScript Spread Vector int8Array 0.006 s -0.172
2022-11-09 01:15 JavaScript Spread Vector float32Array 0.008 s 0.509
2022-11-09 01:15 JavaScript Spread Vector int16Array 0.006 s 0.187
2022-11-09 01:15 JavaScript Spread Vector int32Array 0.006 s 0.140
2022-11-09 01:15 JavaScript Spread Vector int64Array 0.012 s 0.846
2022-11-09 01:15 JavaScript get Vector int32Array 0.003 s 1.216
2022-11-09 01:15 JavaScript get Vector dictionary 0.002 s 1.061
2022-11-09 01:15 JavaScript Table tracks, 1,000,000 0.050 s 0.092
2022-11-09 01:15 JavaScript Spread Vector float64Array 0.008 s 0.610
2022-11-09 01:15 JavaScript Spread Vector numbers 0.008 s 0.320
2022-11-09 01:15 JavaScript Spread Vector booleans 0.010 s 1.078
2022-11-09 01:15 JavaScript Spread Vector string 0.145 s 0.286
2022-11-09 01:15 JavaScript toArray Vector uint8Array
2022-11-09 01:15 JavaScript Spread Vector dictionary 0.010 s 1.279
2022-11-09 01:15 JavaScript toArray Vector uint16Array
2022-11-09 01:15 JavaScript toArray Vector int16Array
2022-11-09 01:15 JavaScript toArray Vector int32Array
2022-11-09 01:15 JavaScript toArray Vector int64Array
2022-11-09 01:15 JavaScript toArray Vector booleans 0.010 s 0.821
2022-11-09 01:15 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.397
2022-11-09 01:15 JavaScript toArray Vector int8Array
2022-11-09 01:15 JavaScript toArray Vector float32Array
2022-11-09 01:15 JavaScript toArray Vector float64Array
2022-11-09 01:15 JavaScript toArray Vector numbers
2022-11-09 01:15 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.508
2022-11-09 01:15 JavaScript get Vector uint16Array 0.003 s 0.878
2022-11-09 01:15 JavaScript get Vector uint32Array 0.003 s 1.237
2022-11-09 01:15 JavaScript get Vector booleans 0.002 s 0.145
2022-11-09 01:15 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.611
2022-11-09 01:15 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.303
2022-11-09 01:15 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.633
2022-11-09 01:15 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-09 01:15 JavaScript get Vector int8Array 0.003 s 0.862
2022-11-09 01:15 JavaScript get Vector float32Array 0.002 s 0.161
2022-11-09 01:15 JavaScript get Vector numbers 0.002 s 0.165
2022-11-09 01:15 JavaScript get Vector string 0.124 s 0.085
2022-11-09 01:15 JavaScript Parse read recordBatches, tracks 0.000 s 0.482
2022-11-09 01:15 JavaScript Parse write recordBatches, tracks 0.002 s -1.423
2022-11-09 01:15 JavaScript get Vector int16Array 0.003 s 1.167
2022-11-09 01:15 JavaScript get Vector int64Array 0.003 s 1.276
2022-11-09 01:15 JavaScript get Vector float64Array 0.002 s 0.087
2022-11-09 01:15 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -1.347
2022-11-09 01:15 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.422
2022-11-09 01:15 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.286
2022-11-09 01:15 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.475
2022-11-09 01:15 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.639
2022-11-09 01:15 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -0.972
2022-11-09 01:15 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-09 01:15 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.423
2022-11-09 01:15 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-09 01:15 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-09 01:15 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.192 s -1.486
2022-11-09 01:15 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.188 s -0.039
2022-11-09 01:15 JavaScript Table tracks, 1,000,000 0.275 s -0.103
2022-11-09 01:15 JavaScript Table 1,000,000, tracks 0.258 s 0.710
2022-11-09 01:15 JavaScript Table tracks, 1,000,000 0.097 s -2.134
2022-11-09 01:15 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.276
2022-11-09 01:15 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.991
2022-11-09 01:15 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.238