Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 17:03 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.128 s 0.175
2022-11-16 17:02 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.111 s 0.739
2022-11-16 17:01 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.236 s 1.011
2022-11-16 17:07 Python dataframe-to-table type_nested 2.935 s -2.018
2022-11-16 17:04 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.729 s 0.714
2022-11-16 17:06 Python dataframe-to-table type_dict 0.011 s 1.315
2022-11-16 17:01 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.672 s 1.011
2022-11-16 17:03 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.435 s -1.715
2022-11-16 17:04 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.769 s 0.820
2022-11-16 17:03 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.018 s 0.910
2022-11-16 17:07 Python dataset-filter nyctaxi_2010-01 1.009 s -0.063
2022-11-16 17:06 Python dataframe-to-table chi_traffic_2020_Q1 20.659 s -2.121
2022-11-16 17:06 Python dataframe-to-table type_floats 0.010 s 0.394
2022-11-16 17:15 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.826 s 0.317
2022-11-16 17:06 Python dataframe-to-table type_integers 0.010 s 1.248
2022-11-16 17:06 Python dataframe-to-table type_strings 0.450 s -0.349
2022-11-16 17:11 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 78.024 s 0.768
2022-11-16 17:26 Python dataset-read async=True, nyctaxi_multi_ipc_s3 224.554 s 0.115
2022-11-16 17:26 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.170 s 0.348
2022-11-16 17:26 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.308 s -0.117
2022-11-16 17:27 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.051 s 0.123
2022-11-16 17:26 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.670 s -2.217
2022-11-16 17:26 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.352 s -1.791
2022-11-16 17:27 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.666 s 0.105
2022-11-16 17:27 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.638 s -0.777
2022-11-16 17:27 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.043 s 0.171
2022-11-16 17:27 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.208 s -4.960
2022-11-16 17:27 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.130 s 0.006
2022-11-16 17:27 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.222 s -2.680
2022-11-16 17:27 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.661 s -0.993
2022-11-16 17:28 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.512 s -0.152
2022-11-16 17:27 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.515 s -0.427
2022-11-16 17:28 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.971 s -0.409
2022-11-16 17:28 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.326 s 0.177
2022-11-16 17:28 Python file-read lz4, feather, table, fanniemae_2016Q4 0.828 s -0.441
2022-11-16 17:29 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.968 s -0.237
2022-11-16 17:28 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.624 s 3.602
2022-11-16 17:28 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.204 s 3.518
2022-11-16 17:29 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.924 s -0.263
2022-11-16 17:29 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.937 s -0.167
2022-11-16 17:29 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.917 s 0.189
2022-11-16 17:35 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.018 s 0.761
2022-11-16 17:34 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.704 s 0.265
2022-11-16 17:29 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.554 s 3.191
2022-11-16 17:29 Python file-read lz4, feather, table, nyctaxi_2010-01 0.689 s -0.260
2022-11-16 17:29 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.306 s 3.131
2022-11-16 17:30 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.040 s 0.357
2022-11-16 17:33 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.084 s -0.501
2022-11-16 17:33 Python file-write lz4, feather, table, fanniemae_2016Q4 1.556 s 0.100
2022-11-16 17:34 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.594 s 0.770
2022-11-16 17:36 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.792 s 0.737
2022-11-16 17:36 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.976 s 0.021
2022-11-16 17:36 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.450 s -0.159
2022-11-16 17:32 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.840 s 0.378
2022-11-16 17:36 Python wide-dataframe use_legacy_dataset=false 0.552 s -2.696
2022-11-16 17:47 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.603 s -0.807
2022-11-16 17:33 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.759 s 0.112
2022-11-16 17:35 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.097 s 0.743
2022-11-16 17:35 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.508 s 1.219
2022-11-16 17:31 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.364 s 0.376
2022-11-16 17:31 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.551 s 0.318
2022-11-16 17:36 Python file-write lz4, feather, table, nyctaxi_2010-01 1.712 s -0.249
2022-11-16 17:36 Python wide-dataframe use_legacy_dataset=true 0.376 s 0.232
2022-11-16 17:45 R dataframe-to-table type_floats, R 0.013 s 1.118
2022-11-16 17:45 R dataframe-to-table chi_traffic_2020_Q1, R 4.335 s -0.339
2022-11-16 17:45 R dataframe-to-table type_strings, R 0.537 s 0.894
2022-11-16 17:46 R dataframe-to-table type_nested, R 0.571 s 1.079
2022-11-16 17:46 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.335 s -0.875
2022-11-16 17:45 R dataframe-to-table type_dict, R 0.032 s 2.473
2022-11-16 17:45 R dataframe-to-table type_integers, R 0.010 s 0.358
2022-11-16 17:46 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.592 s -1.062
2022-11-16 17:46 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.321 s -0.630
2022-11-16 17:46 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.576 s -0.795
2022-11-16 17:47 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.560 s -1.547
2022-11-16 17:47 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.860 s -1.304
2022-11-16 17:47 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.311 s 1.028
2022-11-16 17:47 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s -0.294
2022-11-16 17:48 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.217 s -0.445
2022-11-16 17:47 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.900 s -0.761
2022-11-16 17:48 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.820 s 0.088
2022-11-16 17:48 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.556 s -0.645
2022-11-16 17:48 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.898 s 1.197
2022-11-16 17:48 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.899 s -0.297
2022-11-16 17:49 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.515 s 0.206
2022-11-16 17:48 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.586 s -1.136
2022-11-16 17:54 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.581 s 0.196
2022-11-16 17:51 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.140 s 0.137
2022-11-16 17:52 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.946 s 0.115
2022-11-16 17:54 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.952 s 0.350
2022-11-16 17:56 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.939 s 0.160
2022-11-16 18:05 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.227 s -1.093
2022-11-16 18:06 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.172
2022-11-16 17:56 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.491 s 0.606
2022-11-16 18:01 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.719 s 0.996
2022-11-16 18:03 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.307 s 0.006
2022-11-16 18:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s 0.387
2022-11-16 18:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.297 s 1.067
2022-11-16 17:59 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.984 s 1.163
2022-11-16 18:06 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.581 s 0.315
2022-11-16 18:02 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.903 s 0.652
2022-11-16 18:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.272 s -0.381
2022-11-16 18:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.907 s 0.563
2022-11-16 18:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 1.505
2022-11-16 17:58 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.421 s -0.498
2022-11-16 18:04 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.467 s 0.496
2022-11-16 18:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s 1.488
2022-11-16 18:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 1.039
2022-11-16 18:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.518
2022-11-16 18:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.333 s 0.002
2022-11-16 18:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 0.869
2022-11-16 18:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.109
2022-11-16 18:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.428 s 0.106
2022-11-16 18:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.332
2022-11-16 18:13 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.308 s 1.645
2022-11-16 18:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.588 s -0.356
2022-11-16 18:06 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.588 s -1.443
2022-11-16 18:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.000 s 0.931
2022-11-16 18:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.263 s 0.601
2022-11-16 18:06 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.194 s 0.495
2022-11-16 18:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.768
2022-11-16 18:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.257 s 0.258
2022-11-16 18:12 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.171 s 0.123
2022-11-16 18:05 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.545 s 1.097
2022-11-16 18:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.710 s -0.051
2022-11-16 18:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 1.560
2022-11-16 18:13 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.625 s 1.839
2022-11-16 18:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.276 s 1.074
2022-11-16 18:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 1.345
2022-11-16 18:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.051 s -0.313
2022-11-16 18:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.497 s 0.079
2022-11-16 18:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.337
2022-11-16 18:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.496
2022-11-16 18:04 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.321 s -1.021
2022-11-16 18:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.276 s -0.092
2022-11-16 18:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.652 s 0.365
2022-11-16 18:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.617
2022-11-16 18:00 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.954 s 0.429
2022-11-16 18:06 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.242 s 1.216
2022-11-16 18:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.297 s 0.379
2022-11-16 18:14 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.710
2022-11-16 18:12 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.890 s 1.607
2022-11-16 18:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 1.138
2022-11-16 18:13 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.633 s 0.514
2022-11-16 18:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.323 s 0.901
2022-11-16 18:14 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s 0.897
2022-11-16 18:14 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.229 s 0.629
2022-11-16 18:14 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.706 s -0.047
2022-11-16 18:14 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s 0.024
2022-11-16 18:14 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.680
2022-11-16 18:15 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s -0.530
2022-11-16 18:14 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.503 s 0.128
2022-11-16 18:15 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.281 s -0.321
2022-11-16 18:16 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s -0.338
2022-11-16 18:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.526
2022-11-16 18:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.284 s -0.453
2022-11-16 18:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.285 s -0.210
2022-11-16 18:16 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.538
2022-11-16 18:16 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.657 s -0.547
2022-11-16 18:17 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.638 s -0.786
2022-11-16 18:16 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.763 s 1.243
2022-11-16 18:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.326 s 0.340
2022-11-16 18:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.689
2022-11-16 18:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s 0.807
2022-11-16 18:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.609
2022-11-16 18:20 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.960 s -2.100
2022-11-16 18:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.248 s 0.318
2022-11-16 18:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.206 s -2.391
2022-11-16 18:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.469 s -0.627
2022-11-16 18:28 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.917 s 0.145
2022-11-16 18:29 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.277 s 0.628
2022-11-16 18:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s 0.200
2022-11-16 18:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.437 s 0.216
2022-11-16 18:26 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.325 s 0.078
2022-11-16 18:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s 0.092
2022-11-16 18:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.418 s 0.705
2022-11-16 18:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.701
2022-11-16 18:21 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 0.992
2022-11-16 18:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.160 s 0.331
2022-11-16 18:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.253 s 1.178
2022-11-16 18:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.292
2022-11-16 18:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.739
2022-11-16 18:34 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.251
2022-11-16 18:38 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.947 s 0.044
2022-11-16 18:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.708 s -0.048
2022-11-16 18:20 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.086 s 0.593
2022-11-16 18:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.866 s -0.326
2022-11-16 18:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.865 s -0.345
2022-11-16 18:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 1.092
2022-11-16 18:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.470
2022-11-16 18:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.329
2022-11-16 18:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.297 s -1.049
2022-11-16 18:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.512 s 0.807
2022-11-16 18:29 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.869
2022-11-16 18:31 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.393
2022-11-16 18:36 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.865 s -0.409
2022-11-16 18:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.769
2022-11-16 18:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.238
2022-11-16 18:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.204
2022-11-16 18:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.571 s 0.088
2022-11-16 18:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.391
2022-11-16 18:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.378
2022-11-16 18:37 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.415 s -0.353
2022-11-16 18:38 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s -0.022
2022-11-16 18:45 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.892 s -0.696
2022-11-16 18:54 JavaScript Iterate Vector int16Array 0.002 s 0.293
2022-11-16 18:54 JavaScript Iterate Vector string 0.128 s -0.645
2022-11-16 18:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.759 s -0.582
2022-11-16 18:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.770 s -0.787
2022-11-16 18:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.144 s 0.128
2022-11-16 18:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.251 s -1.276
2022-11-16 18:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s 0.473
2022-11-16 18:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.601 s -0.424
2022-11-16 18:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.604 s 1.120
2022-11-16 18:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.474
2022-11-16 18:26 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.585 s 0.107
2022-11-16 18:26 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.282 s 0.844
2022-11-16 18:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.429 s -0.587
2022-11-16 18:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.397
2022-11-16 18:26 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -0.169
2022-11-16 18:34 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.403 s 0.825
2022-11-16 18:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.519
2022-11-16 18:38 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.259 s 0.185
2022-11-16 18:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.323 s -0.111
2022-11-16 18:21 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 0.864
2022-11-16 18:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s 1.073
2022-11-16 18:31 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.521 s 0.719
2022-11-16 18:33 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.869 s -1.494
2022-11-16 18:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.266 s -0.721
2022-11-16 18:38 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 0.509
2022-11-16 18:21 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.775
2022-11-16 18:22 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.894 s 0.673
2022-11-16 18:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.527 s -0.473
2022-11-16 18:31 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.040 s 0.475
2022-11-16 18:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.078
2022-11-16 18:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s 1.156
2022-11-16 18:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.582
2022-11-16 18:21 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.648 s 0.071
2022-11-16 18:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.358
2022-11-16 18:29 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.783 s -0.715
2022-11-16 18:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.942 s 0.594
2022-11-16 18:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.436 s -0.786
2022-11-16 18:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.309 s -0.809
2022-11-16 18:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.115 s 0.339
2022-11-16 18:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.498
2022-11-16 18:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.359 s -1.774
2022-11-16 18:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.300
2022-11-16 18:35 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.253 s -0.815
2022-11-16 18:54 JavaScript Iterate Vector uint32Array 0.002 s 0.692
2022-11-16 18:20 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 1.054
2022-11-16 18:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.219 s -1.115
2022-11-16 18:31 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.880 s 0.829
2022-11-16 18:33 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.666
2022-11-16 18:54 JavaScript toArray Vector string 0.146 s -0.463
2022-11-16 18:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.777 s 0.560
2022-11-16 18:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s -0.107
2022-11-16 18:54 JavaScript Iterate Vector uint8Array 0.002 s 0.082
2022-11-16 18:54 JavaScript Iterate Vector float32Array 0.002 s 0.467
2022-11-16 18:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.719 s 0.058
2022-11-16 18:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.227 s -0.194
2022-11-16 18:31 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.321 s 0.723
2022-11-16 18:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.466 s 1.598
2022-11-16 18:38 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.286 s 1.272
2022-11-16 18:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.994 s -0.184
2022-11-16 18:54 JavaScript Spread Vector numbers 0.008 s -0.405
2022-11-16 18:54 JavaScript Spread Vector dictionary 0.010 s -0.074
2022-11-16 18:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.326 s 0.119
2022-11-16 18:26 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.824 s -0.655
2022-11-16 18:27 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.338 s -0.513
2022-11-16 18:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.193 s -1.267
2022-11-16 18:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.517 s -0.989
2022-11-16 18:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s 0.116
2022-11-16 18:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.231
2022-11-16 18:39 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.879 s -0.023
2022-11-16 18:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.486
2022-11-16 18:54 JavaScript vectorFromArray booleans 0.018 s -0.913
2022-11-16 18:54 JavaScript Spread Vector uint64Array 0.012 s -1.049
2022-11-16 18:29 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.581 s -0.315
2022-11-16 18:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.785
2022-11-16 18:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s -0.232
2022-11-16 18:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.717 s -0.404
2022-11-16 18:54 JavaScript vectorFromArray numbers 0.017 s -0.665
2022-11-16 18:54 JavaScript vectorFromArray dictionary 0.016 s 1.028
2022-11-16 18:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.527 s 1.520
2022-11-16 18:37 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.084 s -0.573
2022-11-16 18:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.501
2022-11-16 18:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.920
2022-11-16 18:54 JavaScript Iterate Vector int64Array 0.004 s 0.017
2022-11-16 18:54 JavaScript Iterate Vector booleans 0.004 s 0.099
2022-11-16 18:54 JavaScript Spread Vector uint16Array 0.007 s -0.140
2022-11-16 18:54 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.097
2022-11-16 18:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.319 s -0.603
2022-11-16 18:39 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.601 s 0.733
2022-11-16 18:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.890 s 0.244
2022-11-16 18:54 JavaScript Iterate Vector uint64Array 0.004 s -0.330
2022-11-16 18:54 JavaScript Iterate Vector float64Array 0.002 s 0.839
2022-11-16 18:54 JavaScript Spread Vector float64Array 0.008 s -0.226
2022-11-16 18:54 JavaScript toArray Vector uint64Array
2022-11-16 18:54 JavaScript toArray Vector booleans 0.010 s -1.115
2022-11-16 18:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.662
2022-11-16 18:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.445 s 0.411
2022-11-16 18:54 JavaScript Iterate Vector uint16Array 0.002 s -0.227
2022-11-16 18:54 JavaScript toArray Vector int64Array
2022-11-16 18:54 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.009
2022-11-16 18:54 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.457
2022-11-16 18:54 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.124
2022-11-16 18:54 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.096
2022-11-16 18:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.295 s 0.132
2022-11-16 18:54 JavaScript Spread Vector int64Array 0.012 s -0.409
2022-11-16 18:54 JavaScript Spread Vector booleans 0.010 s -0.857
2022-11-16 18:54 JavaScript toArray Vector int16Array
2022-11-16 18:54 JavaScript Iterate Vector int8Array 0.002 s 0.372
2022-11-16 18:54 JavaScript Iterate Vector numbers 0.002 s 0.879
2022-11-16 18:54 JavaScript Spread Vector uint8Array 0.007 s -0.186
2022-11-16 18:54 JavaScript Spread Vector uint32Array 0.007 s 0.013
2022-11-16 18:54 JavaScript get Vector int32Array 0.003 s -0.405
2022-11-16 18:54 JavaScript Iterate Vector int32Array 0.002 s 0.516
2022-11-16 18:54 JavaScript Spread Vector int32Array 0.007 s -0.087
2022-11-16 18:54 JavaScript toArray Vector uint8Array
2022-11-16 18:54 JavaScript toArray Vector numbers
2022-11-16 18:54 JavaScript get Vector uint32Array 0.003 s -0.944
2022-11-16 18:54 JavaScript get Vector numbers 0.002 s 0.126
2022-11-16 18:54 JavaScript Iterate Vector dictionary 0.004 s -0.339
2022-11-16 18:54 JavaScript Spread Vector int8Array 0.007 s -0.156
2022-11-16 18:54 JavaScript Spread Vector float32Array 0.008 s 0.071
2022-11-16 18:54 JavaScript toArray Vector int8Array
2022-11-16 18:54 JavaScript toArray Vector dictionary 0.010 s -0.287
2022-11-16 18:54 JavaScript get Vector uint8Array 0.003 s 0.048
2022-11-16 18:54 JavaScript Spread Vector int16Array 0.007 s 0.004
2022-11-16 18:54 JavaScript Spread Vector string 0.148 s -1.351
2022-11-16 18:54 JavaScript toArray Vector uint16Array
2022-11-16 18:54 JavaScript toArray Vector float64Array
2022-11-16 18:54 JavaScript toArray Vector uint32Array
2022-11-16 18:54 JavaScript toArray Vector int32Array
2022-11-16 18:54 JavaScript toArray Vector float32Array
2022-11-16 18:54 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.298
2022-11-16 18:54 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.599
2022-11-16 18:54 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.100
2022-11-16 18:54 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.149
2022-11-16 18:54 JavaScript get Vector uint16Array 0.003 s -0.326
2022-11-16 18:54 JavaScript get Vector int16Array 0.003 s -0.474
2022-11-16 18:54 JavaScript get Vector int64Array 0.003 s -0.119
2022-11-16 18:54 JavaScript get Vector float64Array 0.002 s 0.110
2022-11-16 18:54 JavaScript get Vector booleans 0.002 s 0.490
2022-11-16 18:54 JavaScript get Vector string 0.125 s -0.432
2022-11-16 18:54 JavaScript get Vector uint64Array 0.003 s -1.527
2022-11-16 18:54 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-16 18:54 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-16 18:54 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.188 s 0.239
2022-11-16 18:54 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.154
2022-11-16 18:54 JavaScript Table tracks, 1,000,000 0.275 s -0.071
2022-11-16 18:54 JavaScript Table tracks, 1,000,000 0.094 s 0.753
2022-11-16 18:54 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.199
2022-11-16 18:54 JavaScript get Vector int8Array 0.003 s -0.204
2022-11-16 18:54 JavaScript get Vector float32Array 0.002 s 0.135
2022-11-16 18:54 JavaScript Parse read recordBatches, tracks 0.000 s 0.094
2022-11-16 18:54 JavaScript get Vector dictionary 0.002 s -0.339
2022-11-16 18:54 JavaScript Parse write recordBatches, tracks 0.002 s -2.800
2022-11-16 18:54 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -0.803
2022-11-16 18:54 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.241
2022-11-16 18:54 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-16 18:54 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-16 18:54 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.190 s -0.493
2022-11-16 18:54 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.502
2022-11-16 18:54 JavaScript Table tracks, 1,000,000 0.050 s 0.059
2022-11-16 18:54 JavaScript Table 1,000,000, tracks 0.245 s 1.201
2022-11-16 18:54 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.251
2022-11-16 18:54 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -2.351
2022-11-16 18:54 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -1.600