Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-24 01:54 Python dataframe-to-table chi_traffic_2020_Q1 20.722 s -1.714
2022-11-24 01:51 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.124 s 0.528
2022-11-24 01:49 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.263 s -0.964
2022-11-24 01:54 Python dataframe-to-table type_nested 2.909 s -0.630
2022-11-24 01:51 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.428 s -0.540
2022-11-24 02:13 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.194 s 1.198
2022-11-24 02:14 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.501 s 0.393
2022-11-24 01:49 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.692 s -1.546
2022-11-24 01:54 Python dataframe-to-table type_floats 0.010 s 0.373
2022-11-24 01:49 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.103 s 0.730
2022-11-24 01:50 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.036 s 0.798
2022-11-24 01:52 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.765 s 0.583
2022-11-24 01:58 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 73.352 s 1.039
2022-11-24 02:13 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.165 s 0.005
2022-11-24 01:51 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.893 s 0.353
2022-11-24 02:13 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.050 s 0.129
2022-11-24 02:15 Python file-read lz4, feather, table, nyctaxi_2010-01 0.685 s 0.396
2022-11-24 02:19 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.041 s -0.149
2022-11-24 02:20 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.593 s 0.298
2022-11-24 01:54 Python dataframe-to-table type_dict 0.011 s 1.275
2022-11-24 01:54 Python dataset-filter nyctaxi_2010-01 1.008 s 0.110
2022-11-24 02:12 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.441 s -0.856
2022-11-24 02:15 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.965 s 0.242
2022-11-24 02:20 Python file-write lz4, feather, table, fanniemae_2016Q4 1.580 s -1.885
2022-11-24 01:54 Python dataframe-to-table type_strings 0.444 s 0.334
2022-11-24 01:54 Python dataframe-to-table type_integers 0.011 s -3.344
2022-11-24 02:12 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.169 s 1.139
2022-11-24 02:14 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.316 s 1.304
2022-11-24 02:22 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.391 s 0.524
2022-11-24 02:13 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.320 s -1.449
2022-11-24 02:13 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.647 s 0.043
2022-11-24 02:15 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.951 s -1.879
2022-11-24 02:14 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.497 s 0.396
2022-11-24 02:13 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.037 s 0.517
2022-11-24 02:15 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.939 s -0.665
2022-11-24 02:15 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.550 s 1.435
2022-11-24 02:02 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 82.411 s 0.243
2022-11-24 02:22 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 8.999 s 0.577
2022-11-24 02:14 Python file-read lz4, feather, table, fanniemae_2016Q4 0.813 s 1.693
2022-11-24 02:15 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.979 s -0.609
2022-11-24 02:15 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.957 s -3.378
2022-11-24 02:16 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.040 s 0.116
2022-11-24 02:12 Python dataset-read async=True, nyctaxi_multi_ipc_s3 200.857 s 1.590
2022-11-24 02:14 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.633 s -0.052
2022-11-24 02:15 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.215 s 1.347
2022-11-24 02:13 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.651 s 1.097
2022-11-24 02:13 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.198 s 0.250
2022-11-24 02:17 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.367 s 0.102
2022-11-24 02:21 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.526 s 0.133
2022-11-24 02:22 Python file-write lz4, feather, table, nyctaxi_2010-01 1.685 s 0.058
2022-11-24 02:13 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.133 s 0.201
2022-11-24 02:14 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.636 s 1.311
2022-11-24 02:15 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.312 s 1.571
2022-11-24 02:17 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.527 s 0.103
2022-11-24 02:19 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.974 s -0.915
2022-11-24 02:20 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.740 s -0.084
2022-11-24 02:21 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.093 s 0.352
2022-11-24 02:18 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.851 s 0.047
2022-11-24 02:22 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.977 s -0.202
2022-11-24 02:22 Python wide-dataframe use_legacy_dataset=false 0.504 s 0.759
2022-11-24 02:22 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.331
2022-11-24 02:22 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.826 s -0.084
2022-11-24 02:30 R dataframe-to-table chi_traffic_2020_Q1, R 4.339 s -1.008
2022-11-24 02:31 R dataframe-to-table type_strings, R 0.539 s -0.194
2022-11-24 02:31 R dataframe-to-table type_floats, R 0.013 s 1.005
2022-11-24 02:32 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.341 s -0.639
2022-11-24 02:32 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.594 s -0.622
2022-11-24 02:31 R dataframe-to-table type_dict, R 0.057 s -0.233
2022-11-24 02:31 R dataframe-to-table type_integers, R 0.010 s 0.080
2022-11-24 02:32 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.343 s -1.088
2022-11-24 02:31 R dataframe-to-table type_nested, R 0.571 s 0.486
2022-11-24 02:32 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.313 s 0.105
2022-11-24 02:34 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.816 s 0.148
2022-11-24 02:32 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.565 s 0.140
2022-11-24 02:33 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.899 s 0.061
2022-11-24 02:32 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.587 s -0.616
2022-11-24 02:33 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.849 s 0.131
2022-11-24 02:34 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.898 s 0.176
2022-11-24 02:34 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.218 s 0.035
2022-11-24 02:33 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.598 s 0.115
2022-11-24 02:33 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.555 s -0.140
2022-11-24 02:33 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.900 s 0.225
2022-11-24 02:33 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.557 s -0.075
2022-11-24 02:34 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.578 s 0.145
2022-11-24 02:37 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.132 s -0.122
2022-11-24 02:35 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.496 s 0.148
2022-11-24 02:38 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.906 s 0.326
2022-11-24 02:40 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.551 s 0.253
2022-11-24 02:40 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.967 s -2.066
2022-11-24 02:43 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.398 s 0.068
2022-11-24 02:52 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.577 s 0.425
2022-11-24 02:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s 0.429
2022-11-24 02:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.283 s 1.399
2022-11-24 02:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.564
2022-11-24 02:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.300 s -1.437
2022-11-24 02:46 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.727 s 0.291
2022-11-24 02:53 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.671
2022-11-24 02:48 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.904 s 0.328
2022-11-24 02:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.167 s 0.688
2022-11-24 02:42 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.955 s -0.502
2022-11-24 02:49 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.325 s -0.835
2022-11-24 02:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.509
2022-11-24 02:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s -0.105
2022-11-24 03:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.280 s 0.519
2022-11-24 03:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.394
2022-11-24 02:48 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.308 s -0.028
2022-11-24 02:42 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.491 s 0.047
2022-11-24 02:45 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.947 s 0.310
2022-11-24 02:51 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.222 s -0.437
2022-11-24 02:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s 0.245
2022-11-24 02:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s 0.839
2022-11-24 02:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.711 s 0.410
2022-11-24 02:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 0.612
2022-11-24 02:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.309 s 1.105
2022-11-24 03:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.341 s -0.375
2022-11-24 03:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.774 s -0.568
2022-11-24 02:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.654 s -0.569
2022-11-24 02:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 1.015
2022-11-24 02:44 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.986 s 0.691
2022-11-24 02:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.342 s 1.244
2022-11-24 02:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.425 s 1.820
2022-11-24 02:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s -0.061
2022-11-24 02:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.325 s 0.062
2022-11-24 02:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.386
2022-11-24 02:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.044
2022-11-24 02:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.628 s 0.075
2022-11-24 03:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.461
2022-11-24 03:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.552
2022-11-24 03:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.720 s 0.596
2022-11-24 03:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.859 s 0.508
2022-11-24 02:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.036
2022-11-24 03:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.739
2022-11-24 03:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.849 s -3.725
2022-11-24 03:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.824 s -0.275
2022-11-24 02:50 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.467 s 0.634
2022-11-24 02:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.916 s -0.027
2022-11-24 03:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s 0.049
2022-11-24 03:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.205 s -1.270
2022-11-24 02:51 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.562 s -1.361
2022-11-24 02:51 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.247 s -0.118
2022-11-24 02:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.909 s -0.696
2022-11-24 03:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.507 s -0.618
2022-11-24 03:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 0.407
2022-11-24 03:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.365 s 1.014
2022-11-24 03:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.288 s 0.087
2022-11-24 02:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.587 s 0.109
2022-11-24 02:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.639 s -0.336
2022-11-24 03:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 0.520
2022-11-24 03:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.356 s 0.235
2022-11-24 03:14 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.196
2022-11-24 03:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.262 s -0.393
2022-11-24 02:51 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.576 s -0.585
2022-11-24 02:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.170
2022-11-24 02:59 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s -0.077
2022-11-24 03:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.418 s 0.981
2022-11-24 03:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.298 s -1.390
2022-11-24 03:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.366 s 0.581
2022-11-24 03:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.657 s -0.437
2022-11-24 03:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.251 s -0.615
2022-11-24 03:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.487
2022-11-24 03:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.662 s -0.617
2022-11-24 03:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.319 s -0.566
2022-11-24 03:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.282 s 0.462
2022-11-24 03:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.363 s -1.899
2022-11-24 03:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.216 s -0.495
2022-11-24 03:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.234 s -0.186
2022-11-24 02:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.007 s -0.100
2022-11-24 02:53 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s 0.972
2022-11-24 02:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.288
2022-11-24 02:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.049 s 0.440
2022-11-24 02:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.516 s 0.180
2022-11-24 02:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 0.975
2022-11-24 03:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.177 s -2.817
2022-11-24 03:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.486
2022-11-24 03:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.180 s -0.688
2022-11-24 02:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.295 s 1.390
2022-11-24 02:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.199
2022-11-24 02:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.466
2022-11-24 02:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.650 s 1.627
2022-11-24 03:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.946 s 0.418
2022-11-24 03:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 0.377
2022-11-24 03:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s -0.458
2022-11-24 03:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 0.494
2022-11-24 03:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.228
2022-11-24 03:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.416 s -3.512
2022-11-24 03:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.212 s -0.407
2022-11-24 02:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.548
2022-11-24 03:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.631 s -0.419
2022-11-24 03:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.710 s -0.199
2022-11-24 03:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s -0.130
2022-11-24 03:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.006 s -2.633
2022-11-24 02:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.263 s 0.410
2022-11-24 03:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.249
2022-11-24 03:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s 0.348
2022-11-24 03:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.922 s -0.129
2022-11-24 03:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s 0.692
2022-11-24 03:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.695
2022-11-24 03:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.306 s -0.119
2022-11-24 03:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s 0.204
2022-11-24 03:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s -0.734
2022-11-24 03:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s 0.011
2022-11-24 03:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s -0.277
2022-11-24 03:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.133 s -0.024
2022-11-24 03:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.814
2022-11-24 03:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.422
2022-11-24 03:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.323 s 0.067
2022-11-24 03:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.211
2022-11-24 03:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.323 s 0.933
2022-11-24 03:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.477 s 0.412
2022-11-24 03:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.192 s -0.743
2022-11-24 03:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s -0.409
2022-11-24 03:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.471
2022-11-24 03:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.859 s 0.627
2022-11-24 03:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.217 s -0.483
2022-11-24 03:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.050 s 0.080
2022-11-24 03:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s -0.291
2022-11-24 03:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.450
2022-11-24 03:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.434 s 0.571
2022-11-24 03:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.765 s 0.521
2022-11-24 03:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.653 s -0.859
2022-11-24 03:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.901 s -0.777
2022-11-24 03:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.529 s -0.948
2022-11-24 03:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.204 s -1.236
2022-11-24 03:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.814 s -1.195
2022-11-24 03:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.571 s 1.006
2022-11-24 03:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.952
2022-11-24 03:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 0.546
2022-11-24 03:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s -0.036
2022-11-24 03:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s 0.045
2022-11-24 03:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s 0.434
2022-11-24 03:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.470 s -0.526
2022-11-24 03:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.311
2022-11-24 03:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.143
2022-11-24 03:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.509 s -0.619
2022-11-24 03:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.531 s -1.261
2022-11-24 03:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.584 s 0.236
2022-11-24 03:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.216
2022-11-24 03:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.611 s -1.462
2022-11-24 03:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.535 s 0.191
2022-11-24 03:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.428 s -0.132
2022-11-24 03:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.868 s -1.371
2022-11-24 03:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.416 s -0.325
2022-11-24 03:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.238 s -1.097
2022-11-24 03:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 1.154
2022-11-24 03:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.811
2022-11-24 03:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.407 s -1.152
2022-11-24 03:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.580 s 0.492
2022-11-24 03:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.435 s -0.605
2022-11-24 03:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.128 s -1.135
2022-11-24 03:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.236 s -1.083
2022-11-24 03:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.318 s 1.085
2022-11-24 03:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.265 s -0.774
2022-11-24 03:25 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.661
2022-11-24 03:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.279 s 1.532
2022-11-24 03:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.522 s 0.250
2022-11-24 03:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.885 s 0.008
2022-11-24 03:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.688 s 0.342
2022-11-24 03:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.289
2022-11-24 03:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.188 s 1.645
2022-11-24 03:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.606 s -1.348
2022-11-24 03:23 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.614
2022-11-24 03:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.369 s -0.499
2022-11-24 03:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.288 s -0.331
2022-11-24 03:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.938 s 0.924
2022-11-24 03:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.921 s -0.508
2022-11-24 03:25 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.714 s 0.228
2022-11-24 03:25 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.438 s 0.720
2022-11-24 03:25 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.774 s 1.521
2022-11-24 03:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.906 s -0.163
2022-11-24 03:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.122 s 0.211
2022-11-24 03:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.282 s -1.721
2022-11-24 03:30 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.745 s 0.169
2022-11-24 03:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.702
2022-11-24 03:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.192 s 1.484
2022-11-24 03:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.815
2022-11-24 03:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.326
2022-11-24 03:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s 0.213
2022-11-24 03:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.450 s -1.724
2022-11-24 03:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.193
2022-11-24 03:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.320 s -0.521
2022-11-24 03:40 JavaScript Spread Vector float64Array 0.008 s 0.195
2022-11-24 03:40 JavaScript vectorFromArray numbers 0.016 s 0.299
2022-11-24 03:40 JavaScript Table tracks, 1,000,000 0.095 s 0.182
2022-11-24 03:40 JavaScript Spread Vector uint8Array 0.006 s 0.120
2022-11-24 03:40 JavaScript Spread Vector uint32Array 0.007 s 0.215
2022-11-24 03:40 JavaScript Spread Vector int8Array 0.006 s 0.207
2022-11-24 03:40 JavaScript Iterate Vector int32Array 0.002 s 0.554
2022-11-24 03:40 JavaScript Iterate Vector float32Array 0.002 s 0.801
2022-11-24 03:40 JavaScript Iterate Vector uint16Array 0.002 s 0.524
2022-11-24 03:40 JavaScript Iterate Vector uint64Array 0.004 s 0.764
2022-11-24 03:40 JavaScript Iterate Vector int16Array 0.002 s 0.502
2022-11-24 03:40 JavaScript toArray Vector int64Array
2022-11-24 03:40 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.187 s 0.390
2022-11-24 03:40 JavaScript Iterate Vector dictionary 0.004 s 0.895
2022-11-24 03:40 JavaScript Spread Vector dictionary 0.010 s 1.047
2022-11-24 03:40 JavaScript toArray Vector int8Array
2022-11-24 03:40 JavaScript toArray Vector float32Array
2022-11-24 03:40 JavaScript toArray Vector numbers
2022-11-24 03:40 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.699
2022-11-24 03:40 JavaScript get Vector float64Array 0.002 s -2.016
2022-11-24 03:40 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.226
2022-11-24 03:40 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-24 03:40 JavaScript Iterate Vector uint32Array 0.002 s 0.640
2022-11-24 03:40 JavaScript Iterate Vector int8Array 0.002 s 0.282
2022-11-24 03:40 JavaScript vectorFromArray booleans 0.017 s 0.416
2022-11-24 03:40 JavaScript Iterate Vector uint8Array 0.002 s -0.163
2022-11-24 03:40 JavaScript Iterate Vector numbers 0.002 s 0.734
2022-11-24 03:40 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.134
2022-11-24 03:40 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-24 03:40 JavaScript Spread Vector int64Array 0.012 s 0.488
2022-11-24 03:40 JavaScript Spread Vector booleans 0.010 s 1.084
2022-11-24 03:40 JavaScript Spread Vector string 0.145 s 0.523
2022-11-24 03:40 JavaScript toArray Vector uint16Array
2022-11-24 03:40 JavaScript toArray Vector int16Array
2022-11-24 03:40 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.287
2022-11-24 03:40 JavaScript vectorFromArray dictionary 0.017 s -0.818
2022-11-24 03:40 JavaScript Iterate Vector booleans 0.004 s 0.602
2022-11-24 03:40 JavaScript Iterate Vector string 0.126 s 0.318
2022-11-24 03:40 JavaScript Spread Vector uint16Array 0.006 s 0.128
2022-11-24 03:40 JavaScript Spread Vector uint64Array 0.012 s 1.537
2022-11-24 03:40 JavaScript get Vector int16Array 0.003 s 0.480
2022-11-24 03:40 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.522
2022-11-24 03:40 JavaScript Iterate Vector int64Array 0.004 s 0.878
2022-11-24 03:40 JavaScript Iterate Vector float64Array 0.002 s 0.882
2022-11-24 03:40 JavaScript toArray Vector uint64Array
2022-11-24 03:40 JavaScript toArray Vector string 0.144 s 0.655
2022-11-24 03:40 JavaScript get Vector uint16Array 0.003 s 0.788
2022-11-24 03:40 JavaScript get Vector uint64Array 0.003 s -0.877
2022-11-24 03:40 JavaScript Spread Vector int16Array 0.006 s 0.276
2022-11-24 03:40 JavaScript Spread Vector int32Array 0.007 s 0.058
2022-11-24 03:40 JavaScript Spread Vector float32Array 0.008 s 0.159
2022-11-24 03:40 JavaScript Spread Vector numbers 0.008 s 0.255
2022-11-24 03:40 JavaScript toArray Vector uint8Array
2022-11-24 03:40 JavaScript toArray Vector uint32Array
2022-11-24 03:40 JavaScript toArray Vector int32Array
2022-11-24 03:40 JavaScript Table tracks, 1,000,000 0.287 s -0.523
2022-11-24 03:40 JavaScript toArray Vector float64Array
2022-11-24 03:40 JavaScript toArray Vector booleans 0.010 s 0.499
2022-11-24 03:40 JavaScript get Vector string 0.125 s 0.067
2022-11-24 03:40 JavaScript Parse write recordBatches, tracks 0.002 s -0.707
2022-11-24 03:40 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.497
2022-11-24 03:40 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.786
2022-11-24 03:40 JavaScript toArray Vector dictionary 0.010 s 0.395
2022-11-24 03:40 JavaScript get Vector float32Array 0.002 s 0.381
2022-11-24 03:40 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.457
2022-11-24 03:40 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.766
2022-11-24 03:40 JavaScript get Vector uint8Array 0.003 s 0.568
2022-11-24 03:40 JavaScript get Vector uint32Array 0.003 s 0.683
2022-11-24 03:40 JavaScript get Vector int8Array 0.003 s 0.836
2022-11-24 03:40 JavaScript get Vector int32Array 0.003 s 0.667
2022-11-24 03:40 JavaScript get Vector int64Array 0.003 s -0.488
2022-11-24 03:40 JavaScript get Vector booleans 0.002 s -1.331
2022-11-24 03:40 JavaScript get Vector numbers 0.002 s 0.620
2022-11-24 03:40 JavaScript get Vector dictionary 0.002 s -0.734
2022-11-24 03:40 JavaScript Parse read recordBatches, tracks 0.000 s -1.319
2022-11-24 03:40 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.375
2022-11-24 03:40 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.372
2022-11-24 03:40 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 2.119
2022-11-24 03:40 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s -0.077
2022-11-24 03:40 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-24 03:40 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.191 s -0.686
2022-11-24 03:40 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.418
2022-11-24 03:40 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-24 03:40 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.054
2022-11-24 03:40 JavaScript Table tracks, 1,000,000 0.050 s 0.098
2022-11-24 03:40 JavaScript Table 1,000,000, tracks 0.248 s 1.058
2022-11-24 03:40 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s -2.143
2022-11-24 03:40 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.125