Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-14 07:52 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.137 s -0.728
2022-11-14 07:55 Python dataset-filter nyctaxi_2010-01 1.009 s -0.197
2022-11-14 07:55 Python dataframe-to-table chi_traffic_2020_Q1 20.192 s 0.421
2022-11-14 07:55 Python dataframe-to-table type_floats 0.011 s -0.875
2022-11-14 08:14 Python dataset-read async=True, nyctaxi_multi_ipc_s3 214.121 s 0.862
2022-11-14 08:16 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.673 s -2.384
2022-11-14 08:22 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.881 s -0.409
2022-11-14 07:50 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.249 s 0.070
2022-11-14 07:51 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.675 s -0.785
2022-11-14 08:24 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.943 s 1.809
2022-11-14 07:53 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.150 s -0.475
2022-11-14 07:55 Python dataframe-to-table type_strings 0.451 s -0.540
2022-11-14 08:17 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.613 s -0.634
2022-11-14 08:33 R dataframe-to-table type_floats, R 0.013 s 0.691
2022-11-14 08:40 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.912 s 0.739
2022-11-14 07:55 Python dataframe-to-table type_integers 0.010 s -1.998
2022-11-14 08:15 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.197 s -0.248
2022-11-14 08:16 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.784 s -0.387
2022-11-14 08:17 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.373 s -0.522
2022-11-14 07:59 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 78.889 s 0.597
2022-11-14 08:17 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.938 s -0.330
2022-11-14 08:17 Python file-read lz4, feather, table, nyctaxi_2010-01 0.685 s 0.577
2022-11-14 08:22 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.855 s -0.292
2022-11-14 08:22 Python file-write lz4, feather, table, fanniemae_2016Q4 1.548 s 0.972
2022-11-14 08:24 Python file-write lz4, feather, table, nyctaxi_2010-01 1.369 s 3.753
2022-11-14 07:50 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.685 s -0.206
2022-11-14 08:17 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.975 s -0.945
2022-11-14 08:25 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.839 s 0.053
2022-11-14 08:16 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.517 s -0.925
2022-11-14 08:19 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.711 s -0.000
2022-11-14 07:52 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.426 s -0.026
2022-11-14 07:55 Python dataframe-to-table type_nested 2.869 s -0.821
2022-11-14 07:52 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.222 s -0.537
2022-11-14 08:25 Python wide-dataframe use_legacy_dataset=true 0.371 s 0.638
2022-11-14 08:34 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.333 s -0.927
2022-11-14 08:14 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.536 s -1.399
2022-11-14 08:17 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.928 s -0.696
2022-11-14 08:21 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.027 s -0.019
2022-11-14 08:23 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.140 s 0.370
2022-11-14 08:24 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.076 s 0.159
2022-11-14 08:33 R dataframe-to-table chi_traffic_2020_Q1, R 4.304 s 0.078
2022-11-14 08:42 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.540 s 0.810
2022-11-14 07:55 Python dataframe-to-table type_dict 0.012 s -0.779
2022-11-14 08:04 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.514 s 0.369
2022-11-14 08:15 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.048 s 0.159
2022-11-14 08:16 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.314 s 1.751
2022-11-14 08:23 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.581 s 1.628
2022-11-14 08:35 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.564 s 1.288
2022-11-14 08:35 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.850 s -0.099
2022-11-14 08:36 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.907 s -0.307
2022-11-14 07:51 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.719 s -0.801
2022-11-14 08:15 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.213 s 0.112
2022-11-14 08:15 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.051 s 0.143
2022-11-14 08:16 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.521 s -0.644
2022-11-14 08:20 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.363 s 0.741
2022-11-14 08:24 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.415 s 0.301
2022-11-14 08:33 R dataframe-to-table type_strings, R 0.536 s 0.766
2022-11-14 08:34 R dataframe-to-table type_nested, R 0.574 s 0.165
2022-11-14 08:34 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.575 s -0.639
2022-11-14 08:15 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.309 s -0.180
2022-11-14 08:17 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.968 s -0.502
2022-11-14 08:17 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.919 s -0.167
2022-11-14 08:42 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.956 s -0.454
2022-11-14 08:15 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.673 s -1.909
2022-11-14 08:16 Python file-read lz4, feather, table, fanniemae_2016Q4 0.823 s 0.135
2022-11-14 08:23 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.513 s 1.592
2022-11-14 08:25 Python wide-dataframe use_legacy_dataset=false 0.504 s 1.043
2022-11-14 08:35 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.552 s -0.783
2022-11-14 08:15 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.209 s -0.243
2022-11-14 08:34 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.591 s -1.038
2022-11-14 08:36 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.823 s -0.465
2022-11-14 08:37 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.488 s 0.762
2022-11-14 08:15 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.159 s -0.059
2022-11-14 08:15 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.128 s 0.000
2022-11-14 08:35 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.903 s -0.913
2022-11-14 08:39 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.072 s 0.903
2022-11-14 08:15 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.663 s 0.134
2022-11-14 08:21 Python file-write uncompressed, feather, table, fanniemae_2016Q4 4.532 s 4.194
2022-11-14 08:34 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.324 s -0.708
2022-11-14 08:35 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.597 s -0.263
2022-11-14 08:17 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.367 s -0.213
2022-11-14 08:18 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.029 s 0.794
2022-11-14 08:35 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.313 s 0.159
2022-11-14 08:36 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.906 s -0.924
2022-11-14 08:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.588 s -0.268
2022-11-14 08:36 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.556 s -0.738
2022-11-14 08:36 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.574 s 1.802
2022-11-14 08:33 R dataframe-to-table type_integers, R 0.010 s 0.464
2022-11-14 08:33 R dataframe-to-table type_dict, R 0.034 s 4.850
2022-11-14 08:36 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.215 s 0.602
2022-11-14 08:44 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.490 s 0.318
2022-11-14 08:44 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.921 s 0.417
2022-11-14 08:46 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.414 s -0.309
2022-11-14 08:47 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.991 s 0.809
2022-11-14 08:48 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.935 s 0.760
2022-11-14 08:49 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.722 s 0.764
2022-11-14 08:50 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.902 s 0.593
2022-11-14 08:52 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.323 s -1.068
2022-11-14 08:51 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.306 s 0.414
2022-11-14 08:52 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.470 s -0.270
2022-11-14 08:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.194 s -0.166
2022-11-14 08:53 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.214 s -0.749
2022-11-14 08:54 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.250 s -1.367
2022-11-14 08:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s -0.313
2022-11-14 08:54 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.565 s -0.229
2022-11-14 08:53 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.564 s -0.972
2022-11-14 08:54 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.581 s 0.288
2022-11-14 08:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s 1.058
2022-11-14 08:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s -0.036
2022-11-14 08:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.270 s -0.146
2022-11-14 08:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.328 s 0.189
2022-11-14 08:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.060
2022-11-14 08:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 0.996 s 0.449
2022-11-14 08:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.663 s -2.168
2022-11-14 08:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.697 s -0.011
2022-11-14 08:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.351
2022-11-14 08:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s 0.579
2022-11-14 08:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.857
2022-11-14 08:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.537
2022-11-14 08:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.430 s -0.706
2022-11-14 08:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.046 s -0.165
2022-11-14 08:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 1.185
2022-11-14 08:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.584 s -0.364
2022-11-14 08:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 1.514
2022-11-14 08:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.281
2022-11-14 08:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.296 s 1.077
2022-11-14 08:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.907 s 0.505
2022-11-14 08:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.527 s -0.523
2022-11-14 08:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.945
2022-11-14 08:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 1.239
2022-11-14 08:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 0.248
2022-11-14 08:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 1.107
2022-11-14 08:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 0.203
2022-11-14 08:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.324 s 0.776
2022-11-14 09:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.625 s 1.776
2022-11-14 09:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.904 s 0.005
2022-11-14 09:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.638 s -0.374
2022-11-14 09:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.309 s 1.851
2022-11-14 09:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.170 s 0.194
2022-11-14 09:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.692 s -0.073
2022-11-14 09:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.506 s -0.430
2022-11-14 09:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s -0.554
2022-11-14 09:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 1.190
2022-11-14 09:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s -0.007
2022-11-14 09:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 0.639
2022-11-14 09:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 1.083
2022-11-14 09:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s 0.428
2022-11-14 09:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.289
2022-11-14 09:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s -0.099
2022-11-14 09:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.053
2022-11-14 09:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.655 s -0.435
2022-11-14 09:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.342 s 0.477
2022-11-14 09:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.287 s -0.488
2022-11-14 09:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.369 s -1.092
2022-11-14 09:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.560
2022-11-14 09:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.282
2022-11-14 09:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.519
2022-11-14 09:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.336 s 1.324
2022-11-14 09:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.761 s 1.304
2022-11-14 09:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.571 s 0.098
2022-11-14 09:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 1.060
2022-11-14 09:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s -0.043
2022-11-14 09:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.331 s 0.991
2022-11-14 09:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.141 s 0.041
2022-11-14 09:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.355 s -0.315
2022-11-14 09:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.518 s 1.906
2022-11-14 09:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.183 s 1.155
2022-11-14 09:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s -0.022
2022-11-14 09:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 1.168
2022-11-14 09:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.709 s -0.286
2022-11-14 09:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s -0.113
2022-11-14 09:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.526 s -0.226
2022-11-14 09:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.825 s -0.536
2022-11-14 09:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.102
2022-11-14 09:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.315 s -0.498
2022-11-14 09:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.731 s -0.305
2022-11-14 09:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.654 s -0.675
2022-11-14 09:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.949 s 0.358
2022-11-14 09:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.583 s 0.742
2022-11-14 09:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.083 s 0.212
2022-11-14 09:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.892
2022-11-14 09:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 1.146
2022-11-14 09:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.409 s 0.325
2022-11-14 09:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.918 s -0.061
2022-11-14 09:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.818 s -1.387
2022-11-14 09:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.963
2022-11-14 09:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.469
2022-11-14 09:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.866 s -0.623
2022-11-14 09:42 JavaScript get Vector int64Array 0.003 s 0.538
2022-11-14 09:42 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.876
2022-11-14 09:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.895 s 0.365
2022-11-14 09:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.616
2022-11-14 09:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.479
2022-11-14 09:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.225
2022-11-14 09:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.541 s -0.436
2022-11-14 09:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.430 s -0.481
2022-11-14 09:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.306 s -0.777
2022-11-14 09:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.605 s 0.913
2022-11-14 09:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.988
2022-11-14 09:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.468 s -0.319
2022-11-14 09:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.176 s 1.770
2022-11-14 09:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.323 s 0.788
2022-11-14 09:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.423 s 0.572
2022-11-14 09:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.475 s 0.421
2022-11-14 09:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.317 s 2.013
2022-11-14 09:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 1.327
2022-11-14 09:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.274 s 1.888
2022-11-14 09:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.294 s 0.088
2022-11-14 09:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.520 s -0.514
2022-11-14 09:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.953
2022-11-14 09:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 1.371
2022-11-14 09:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.825
2022-11-14 09:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.210 s 0.324
2022-11-14 09:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.396
2022-11-14 09:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s -0.030
2022-11-14 09:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.409
2022-11-14 09:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.331 s -0.376
2022-11-14 09:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.315 s 0.081
2022-11-14 09:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 1.724
2022-11-14 09:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.856 s 1.261
2022-11-14 09:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.200 s 0.366
2022-11-14 09:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.439 s 0.130
2022-11-14 09:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.918
2022-11-14 09:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.716 s -0.220
2022-11-14 09:42 JavaScript Iterate Vector booleans 0.004 s 0.430
2022-11-14 09:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.175
2022-11-14 09:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -0.191
2022-11-14 09:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.137 s -0.658
2022-11-14 09:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.766 s -0.099
2022-11-14 09:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.265
2022-11-14 09:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.858 s 0.253
2022-11-14 09:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s -0.145
2022-11-14 09:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 1.067
2022-11-14 09:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.942 s 0.490
2022-11-14 09:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s -0.121
2022-11-14 09:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.782 s -0.363
2022-11-14 09:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.715 s -0.108
2022-11-14 09:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.579 s -0.198
2022-11-14 09:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.616 s -0.773
2022-11-14 09:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.351
2022-11-14 09:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.941 s 0.616
2022-11-14 09:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.297 s 1.203
2022-11-14 09:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.208 s -0.769
2022-11-14 09:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 1.030
2022-11-14 09:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s -0.456
2022-11-14 09:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.620 s 0.580
2022-11-14 09:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.885 s -0.278
2022-11-14 09:42 JavaScript Spread Vector int32Array 0.007 s -1.038
2022-11-14 09:42 JavaScript Spread Vector float32Array 0.008 s -0.039
2022-11-14 09:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.325 s 0.674
2022-11-14 09:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.230
2022-11-14 09:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.612 s -1.471
2022-11-14 09:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.189 s 0.547
2022-11-14 09:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.798
2022-11-14 09:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.258 s 0.201
2022-11-14 09:42 JavaScript Iterate Vector int64Array 0.004 s 0.724
2022-11-14 09:42 JavaScript Iterate Vector float64Array 0.002 s -2.435
2022-11-14 09:42 JavaScript toArray Vector float64Array
2022-11-14 09:42 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.964
2022-11-14 09:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.543
2022-11-14 09:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.255 s -0.455
2022-11-14 09:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.426 s -0.467
2022-11-14 09:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.287 s 0.994
2022-11-14 09:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.192 s 0.422
2022-11-14 09:42 JavaScript Iterate Vector uint16Array 0.002 s -3.249
2022-11-14 09:42 JavaScript Iterate Vector uint64Array 0.004 s 0.715
2022-11-14 09:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.214 s 1.384
2022-11-14 09:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.865 s 2.888
2022-11-14 09:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.683
2022-11-14 09:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.601 s 0.725
2022-11-14 09:42 JavaScript vectorFromArray dictionary 0.017 s 0.958
2022-11-14 09:42 JavaScript Iterate Vector string 0.127 s -0.215
2022-11-14 09:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.046 s 0.154
2022-11-14 09:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.266 s -2.636
2022-11-14 09:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.369 s -0.738
2022-11-14 09:42 JavaScript vectorFromArray booleans 0.020 s -10.546
2022-11-14 09:42 JavaScript Iterate Vector uint8Array 0.002 s -1.808
2022-11-14 09:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.402 s 1.171
2022-11-14 09:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.443 s 0.704
2022-11-14 09:42 JavaScript vectorFromArray numbers 0.016 s -0.079
2022-11-14 09:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.275
2022-11-14 09:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.452 s 2.349
2022-11-14 09:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.419 s 0.059
2022-11-14 09:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.257 s 1.195
2022-11-14 09:42 JavaScript Table tracks, 1,000,000 0.247 s 1.274
2022-11-14 09:42 JavaScript Table tracks, 1,000,000 0.096 s -0.984
2022-11-14 09:42 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.145
2022-11-14 09:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.970 s -0.426
2022-11-14 09:42 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 1.022
2022-11-14 09:42 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-14 09:42 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.188 s 0.082
2022-11-14 09:42 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.148
2022-11-14 09:42 JavaScript Table 1,000,000, tracks 0.251 s 0.973
2022-11-14 09:42 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -0.360
2022-11-14 09:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.571
2022-11-14 09:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.380 s -0.031
2022-11-14 09:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.904 s -0.640
2022-11-14 09:32 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.215 s 2.522
2022-11-14 09:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.254 s 1.065
2022-11-14 09:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.299 s -0.169
2022-11-14 09:42 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-14 09:42 JavaScript Iterate Vector dictionary 0.004 s 0.514
2022-11-14 09:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.108 s -0.541
2022-11-14 09:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s 0.915
2022-11-14 09:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.208
2022-11-14 09:42 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.902
2022-11-14 09:42 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-14 09:42 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.007
2022-11-14 09:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.438 s -0.078
2022-11-14 09:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.197 s 0.958
2022-11-14 09:42 JavaScript Iterate Vector uint32Array 0.002 s -2.142
2022-11-14 09:42 JavaScript Spread Vector uint8Array 0.007 s -1.537
2022-11-14 09:42 JavaScript Iterate Vector int8Array 0.002 s -2.533
2022-11-14 09:42 JavaScript Spread Vector uint32Array 0.007 s -0.217
2022-11-14 09:42 JavaScript Spread Vector int8Array 0.007 s -1.957
2022-11-14 09:42 JavaScript Spread Vector numbers 0.008 s -1.292
2022-11-14 09:42 JavaScript Spread Vector dictionary 0.010 s 0.079
2022-11-14 09:42 JavaScript toArray Vector dictionary 0.010 s 0.400
2022-11-14 09:42 JavaScript Parse read recordBatches, tracks 0.000 s 0.998
2022-11-14 09:42 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.238
2022-11-14 09:42 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -3.748
2022-11-14 09:42 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -2.674
2022-11-14 09:42 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.580
2022-11-14 09:42 JavaScript Iterate Vector int16Array 0.002 s -3.629
2022-11-14 09:42 JavaScript Spread Vector uint64Array 0.012 s -0.564
2022-11-14 09:42 JavaScript Spread Vector int16Array 0.007 s -1.121
2022-11-14 09:42 JavaScript Spread Vector int64Array 0.012 s -0.239
2022-11-14 09:42 JavaScript toArray Vector int64Array
2022-11-14 09:42 JavaScript Iterate Vector int32Array 0.002 s -3.049
2022-11-14 09:42 JavaScript Iterate Vector float32Array 0.002 s -1.704
2022-11-14 09:42 JavaScript Iterate Vector numbers 0.002 s -2.398
2022-11-14 09:42 JavaScript Spread Vector uint16Array 0.007 s -0.952
2022-11-14 09:42 JavaScript Spread Vector float64Array 0.008 s -1.310
2022-11-14 09:42 JavaScript Spread Vector booleans 0.010 s 0.161
2022-11-14 09:42 JavaScript Spread Vector string 0.145 s 0.561
2022-11-14 09:42 JavaScript toArray Vector uint16Array
2022-11-14 09:42 JavaScript toArray Vector booleans 0.010 s 0.779
2022-11-14 09:42 JavaScript toArray Vector string 0.146 s 0.004
2022-11-14 09:42 JavaScript get Vector uint16Array 0.003 s 0.408
2022-11-14 09:42 JavaScript toArray Vector uint8Array
2022-11-14 09:42 JavaScript toArray Vector uint32Array
2022-11-14 09:42 JavaScript toArray Vector int32Array
2022-11-14 09:42 JavaScript toArray Vector uint64Array
2022-11-14 09:42 JavaScript toArray Vector int16Array
2022-11-14 09:42 JavaScript toArray Vector int8Array
2022-11-14 09:42 JavaScript toArray Vector float32Array
2022-11-14 09:42 JavaScript toArray Vector numbers
2022-11-14 09:42 JavaScript get Vector uint8Array 0.003 s 1.180
2022-11-14 09:42 JavaScript get Vector uint32Array 0.003 s 0.627
2022-11-14 09:42 JavaScript get Vector int8Array 0.003 s 1.149
2022-11-14 09:42 JavaScript get Vector uint64Array 0.003 s 0.915
2022-11-14 09:42 JavaScript get Vector int16Array 0.003 s 0.563
2022-11-14 09:42 JavaScript Parse write recordBatches, tracks 0.002 s 0.488
2022-11-14 09:42 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.156
2022-11-14 09:42 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -2.663
2022-11-14 09:42 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.639
2022-11-14 09:42 JavaScript get Vector int32Array 0.003 s 0.558
2022-11-14 09:42 JavaScript get Vector float32Array 0.002 s 0.100
2022-11-14 09:42 JavaScript get Vector numbers 0.002 s 0.122
2022-11-14 09:42 JavaScript get Vector dictionary 0.002 s -0.898
2022-11-14 09:42 JavaScript Table tracks, 1,000,000 0.050 s -0.031
2022-11-14 09:42 JavaScript get Vector float64Array 0.002 s 0.112
2022-11-14 09:42 JavaScript get Vector booleans 0.002 s 0.151
2022-11-14 09:42 JavaScript get Vector string 0.125 s -0.051
2022-11-14 09:42 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.850
2022-11-14 09:42 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-14 09:42 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.643
2022-11-14 09:42 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.186 s 1.116