Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 10:44 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.906 s 0.805
2022-11-09 10:22 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.069 s -0.519
2022-11-09 09:55 Python dataframe-to-table chi_traffic_2020_Q1 20.158 s 1.072
2022-11-09 09:53 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.235 s -0.572
2022-11-09 09:55 Python dataframe-to-table type_nested 2.800 s 1.401
2022-11-09 09:52 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.425 s 0.083
2022-11-09 09:53 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.138 s -0.410
2022-11-09 10:16 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.651 s 0.299
2022-11-09 09:50 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.682 s 0.288
2022-11-09 09:50 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.261 s -0.941
2022-11-09 09:52 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.150 s -2.105
2022-11-09 10:04 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 80.364 s 0.852
2022-11-09 10:15 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.176 s 0.566
2022-11-09 10:16 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.274 s 0.328
2022-11-09 09:51 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.677 s -0.595
2022-11-09 09:51 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.604 s -0.458
2022-11-09 09:55 Python dataframe-to-table type_strings 0.420 s 4.010
2022-11-09 09:55 Python dataframe-to-table type_dict 0.011 s -0.183
2022-11-09 09:55 Python dataframe-to-table type_integers 0.010 s -0.016
2022-11-09 09:55 Python dataframe-to-table type_floats 0.010 s 1.344
2022-11-09 09:55 Python dataset-filter nyctaxi_2010-01 0.991 s 0.330
2022-11-09 10:17 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.362 s -0.786
2022-11-09 10:18 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.920 s 2.689
2022-11-09 10:33 R dataframe-to-table type_strings, R 0.537 s 0.450
2022-11-09 10:34 R dataframe-to-table type_dict, R 0.058 s 0.042
2022-11-09 10:35 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.546 s -0.065
2022-11-09 10:35 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.312 s 0.634
2022-11-09 10:36 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.533 s 0.572
2022-11-09 10:25 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.403 s 0.627
2022-11-09 10:25 Python wide-dataframe use_legacy_dataset=true 0.374 s 0.469
2022-11-09 10:34 R dataframe-to-table type_integers, R 0.010 s 1.294
2022-11-09 10:34 R dataframe-to-table type_floats, R 0.013 s 1.113
2022-11-09 10:35 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.601 s -1.089
2022-11-09 10:00 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 92.552 s -1.269
2022-11-09 10:16 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.056 s 0.115
2022-11-09 10:16 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.040 s 0.251
2022-11-09 10:16 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.104 s 0.925
2022-11-09 10:17 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.351 s -2.930
2022-11-09 10:18 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.946 s 0.502
2022-11-09 10:20 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.308 s 1.572
2022-11-09 10:22 Python file-write lz4, feather, table, fanniemae_2016Q4 1.554 s 0.433
2022-11-09 10:15 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.446 s -0.816
2022-11-09 10:16 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.608 s -0.526
2022-11-09 10:24 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.036 s 2.072
2022-11-09 10:34 R dataframe-to-table type_nested, R 0.572 s 0.756
2022-11-09 10:18 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.903 s 0.660
2022-11-09 10:22 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.404 s 2.770
2022-11-09 10:23 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.388 s 3.043
2022-11-09 10:15 Python dataset-read async=True, nyctaxi_multi_ipc_s3 217.316 s 0.687
2022-11-09 10:15 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.193 s -0.079
2022-11-09 10:16 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.178 s 1.540
2022-11-09 10:17 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.471 s 0.118
2022-11-09 10:23 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.654 s -0.133
2022-11-09 10:35 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.570 s -0.373
2022-11-09 10:37 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.586 s -1.187
2022-11-09 10:16 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.596 s -0.706
2022-11-09 10:17 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.482 s -0.174
2022-11-09 10:24 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.110 s 1.908
2022-11-09 10:35 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.300 s -0.288
2022-11-09 10:36 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.850 s -0.243
2022-11-09 10:16 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.155 s 0.098
2022-11-09 10:17 Python file-read lz4, feather, table, fanniemae_2016Q4 0.826 s -0.244
2022-11-09 10:18 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.912 s 0.084
2022-11-09 10:18 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.933 s 0.453
2022-11-09 10:18 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.604 s -0.645
2022-11-09 10:18 Python file-read lz4, feather, table, nyctaxi_2010-01 0.689 s -0.293
2022-11-09 10:18 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.376 s -0.797
2022-11-09 10:19 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 9.991 s 1.519
2022-11-09 10:33 R dataframe-to-table chi_traffic_2020_Q1, R 4.297 s 0.117
2022-11-09 10:36 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.538 s 0.478
2022-11-09 10:40 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.044 s 1.560
2022-11-09 10:17 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.809 s -1.071
2022-11-09 10:21 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.451 s 3.693
2022-11-09 10:25 Python file-write lz4, feather, table, nyctaxi_2010-01 1.677 s 0.212
2022-11-09 10:40 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.869 s 1.468
2022-11-09 10:20 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.168 s 3.527
2022-11-09 10:24 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.583 s -0.248
2022-11-09 10:25 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.979 s -0.213
2022-11-09 10:25 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.759 s 2.514
2022-11-09 10:25 Python wide-dataframe use_legacy_dataset=false 0.515 s 0.382
2022-11-09 10:36 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.215 s 0.986
2022-11-09 10:34 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.303 s -0.292
2022-11-09 10:36 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.885 s 0.010
2022-11-09 10:36 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.820 s 0.011
2022-11-09 10:35 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.548 s -0.018
2022-11-09 10:37 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.914 s -2.082
2022-11-09 10:38 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.434 s 1.564
2022-11-09 10:36 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.890 s -0.044
2022-11-09 10:42 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.508 s 1.466
2022-11-09 10:43 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.944 s 1.700
2022-11-09 10:45 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.490 s 0.507
2022-11-09 10:46 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.370 s 0.616
2022-11-09 10:47 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.050 s 0.201
2022-11-09 10:49 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.792 s 0.186
2022-11-09 10:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.513
2022-11-09 10:48 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 6.017 s 0.053
2022-11-09 10:50 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.975 s 0.076
2022-11-09 10:51 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.308 s -0.098
2022-11-09 10:52 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.313 s -0.720
2022-11-09 10:53 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.467 s 0.297
2022-11-09 10:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.133
2022-11-09 10:54 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.548 s 0.786
2022-11-09 10:54 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.222 s -1.383
2022-11-09 10:54 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.550 s -0.045
2022-11-09 10:54 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.242 s 0.728
2022-11-09 10:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s 0.213
2022-11-09 10:54 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.597 s -0.214
2022-11-09 10:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.130
2022-11-09 10:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.083
2022-11-09 10:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.589 s -0.387
2022-11-09 10:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.448
2022-11-09 10:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s 0.249
2022-11-09 10:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.279 s -0.100
2022-11-09 10:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.734 s -0.602
2022-11-09 10:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.330 s 0.493
2022-11-09 10:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.009 s -0.058
2022-11-09 10:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.431 s 0.073
2022-11-09 10:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.328 s 0.300
2022-11-09 10:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.448
2022-11-09 10:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.655 s 0.322
2022-11-09 10:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.053 s -0.471
2022-11-09 10:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.296 s 0.536
2022-11-09 10:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s 0.307
2022-11-09 10:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.228 s 0.399
2022-11-09 10:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.300 s 0.167
2022-11-09 10:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.586 s -0.226
2022-11-09 10:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.918 s 0.003
2022-11-09 10:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.534 s -0.908
2022-11-09 10:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s 0.301
2022-11-09 10:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.475
2022-11-09 11:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.257 s 0.497
2022-11-09 10:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.602
2022-11-09 10:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.561
2022-11-09 11:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.328 s 0.172
2022-11-09 11:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.503
2022-11-09 11:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.907 s 0.097
2022-11-09 11:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.374
2022-11-09 11:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.150 s 1.310
2022-11-09 11:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.644 s -0.297
2022-11-09 11:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.547
2022-11-09 11:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.347 s 0.311
2022-11-09 11:04 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.296 s -0.952
2022-11-09 11:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.201 s -0.094
2022-11-09 11:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.159 s 0.182
2022-11-09 11:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.176 s 0.157
2022-11-09 11:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s 0.281
2022-11-09 11:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.233 s -0.292
2022-11-09 11:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.761 s -1.061
2022-11-09 11:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.312 s 0.599
2022-11-09 11:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.509 s -0.902
2022-11-09 11:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.626 s 0.646
2022-11-09 11:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.349 s 0.211
2022-11-09 11:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.453
2022-11-09 11:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.300
2022-11-09 11:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.384
2022-11-09 11:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.467
2022-11-09 11:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.654 s -0.031
2022-11-09 11:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.365 s 0.298
2022-11-09 11:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.584 s -0.391
2022-11-09 11:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.331 s 0.486
2022-11-09 11:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.772 s 0.322
2022-11-09 11:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.495
2022-11-09 11:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.486
2022-11-09 11:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.386 s 0.296
2022-11-09 11:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.420 s 0.272
2022-11-09 11:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.713 s -0.050
2022-11-09 11:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.531
2022-11-09 11:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.300 s 0.205
2022-11-09 11:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.324 s -0.024
2022-11-09 11:07 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.607 s 0.458
2022-11-09 11:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.769 s 0.004
2022-11-09 11:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s 0.271
2022-11-09 11:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.435 s 0.587
2022-11-09 11:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.227 s 0.432
2022-11-09 11:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.354 s 0.142
2022-11-09 11:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s 0.071
2022-11-09 11:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.381
2022-11-09 11:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.947 s 0.626
2022-11-09 11:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.159 s -1.003
2022-11-09 11:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.525
2022-11-09 11:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.749 s -0.750
2022-11-09 11:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.527
2022-11-09 11:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.855 s 1.462
2022-11-09 11:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.332 s 0.252
2022-11-09 11:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.650 s 0.016
2022-11-09 11:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.470 s -0.200
2022-11-09 11:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.158 s -0.504
2022-11-09 11:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.212 s 0.282
2022-11-09 11:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.364 s 0.424
2022-11-09 11:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 0.576
2022-11-09 11:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.292 s 0.493
2022-11-09 11:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s 0.252
2022-11-09 11:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.293 s 0.116
2022-11-09 11:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.438
2022-11-09 11:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.920 s -0.433
2022-11-09 11:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.895 s 0.538
2022-11-09 11:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.495
2022-11-09 11:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.380
2022-11-09 11:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.325 s 0.690
2022-11-09 11:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.584 s 0.555
2022-11-09 11:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.306 s 0.629
2022-11-09 11:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.360
2022-11-09 11:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.729 s -0.004
2022-11-09 11:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.513
2022-11-09 11:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.321 s 0.873
2022-11-09 11:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.416
2022-11-09 11:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.525 s 0.358
2022-11-09 11:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.201 s 0.252
2022-11-09 11:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s 0.168
2022-11-09 11:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.122 s 0.873
2022-11-09 11:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s 0.489
2022-11-09 11:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.823 s 0.204
2022-11-09 11:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s 0.128
2022-11-09 11:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.042 s 0.347
2022-11-09 11:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.730 s -0.621
2022-11-09 11:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.865 s -0.373
2022-11-09 11:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.490
2022-11-09 11:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.426 s 0.390
2022-11-09 11:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.346
2022-11-09 11:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s 0.413
2022-11-09 11:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.958 s -0.050
2022-11-09 11:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.339
2022-11-09 11:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.458
2022-11-09 11:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.531 s -1.231
2022-11-09 11:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.504 s -0.277
2022-11-09 11:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.538
2022-11-09 11:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.579 s -0.111
2022-11-09 11:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.590 s 0.726
2022-11-09 11:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s 0.195
2022-11-09 11:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s 0.237
2022-11-09 11:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.353
2022-11-09 11:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.534 s 0.479
2022-11-09 11:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.445
2022-11-09 11:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.289 s 0.416
2022-11-09 11:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.528 s 0.022
2022-11-09 11:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.173 s 1.440
2022-11-09 11:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.315 s -0.664
2022-11-09 11:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.861 s -0.060
2022-11-09 11:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.265
2022-11-09 11:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.379 s 0.414
2022-11-09 11:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.710 s 0.545
2022-11-09 11:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.247 s 0.148
2022-11-09 11:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.623 s -1.138
2022-11-09 11:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.320 s -0.003
2022-11-09 11:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.588 s 0.729
2022-11-09 11:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.240 s 0.073
2022-11-09 11:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.424 s -0.268
2022-11-09 11:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s 0.136
2022-11-09 11:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.437 s 0.300
2022-11-09 11:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.217 s 0.347
2022-11-09 11:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.284 s -0.089
2022-11-09 11:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.325 s 0.794
2022-11-09 11:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.486
2022-11-09 11:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.405 s 0.482
2022-11-09 11:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.105
2022-11-09 11:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.308
2022-11-09 11:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.288 s 0.632
2022-11-09 11:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.876 s 1.489
2022-11-09 11:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.514 s -0.068
2022-11-09 11:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.692
2022-11-09 11:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.403 s 0.412
2022-11-09 11:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.191 s 0.383
2022-11-09 11:28 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.783 s 1.687
2022-11-09 11:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.431 s -0.729
2022-11-09 11:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.023 s 0.326
2022-11-09 11:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.603 s 0.423
2022-11-09 11:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.939 s 0.626
2022-11-09 11:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.872 s 0.853
2022-11-09 11:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.777 s 0.441
2022-11-09 11:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.920 s 0.201
2022-11-09 11:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.116 s 0.454
2022-11-09 11:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s 0.290
2022-11-09 11:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.637 s 0.792
2022-11-09 11:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.200 s 0.172
2022-11-09 11:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.286 s 0.219
2022-11-09 11:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s 0.143
2022-11-09 11:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.222 s 0.283
2022-11-09 11:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s 0.335
2022-11-09 11:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s 0.200
2022-11-09 11:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.448 s -0.116
2022-11-09 11:43 JavaScript Iterate Vector int64Array 0.004 s 0.550
2022-11-09 11:43 JavaScript vectorFromArray numbers 0.016 s -0.088
2022-11-09 11:43 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.536
2022-11-09 11:43 JavaScript Iterate Vector float32Array 0.002 s 0.826
2022-11-09 11:43 JavaScript Iterate Vector numbers 0.002 s 0.449
2022-11-09 11:43 JavaScript Spread Vector uint8Array 0.006 s 0.433
2022-11-09 11:43 JavaScript Iterate Vector float64Array 0.002 s 0.866
2022-11-09 11:43 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.110 s -3.504
2022-11-09 11:43 JavaScript Table tracks, 1,000,000 0.050 s 0.013
2022-11-09 11:43 JavaScript Spread Vector uint32Array 0.007 s 0.655
2022-11-09 11:43 JavaScript Spread Vector int16Array 0.006 s 0.587
2022-11-09 11:43 JavaScript Spread Vector int64Array 0.012 s 0.625
2022-11-09 11:43 JavaScript Spread Vector float32Array 0.008 s 0.367
2022-11-09 11:43 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.230
2022-11-09 11:43 JavaScript vectorFromArray booleans 0.018 s -0.321
2022-11-09 11:43 JavaScript vectorFromArray dictionary 0.017 s -0.521
2022-11-09 11:43 JavaScript Iterate Vector uint8Array 0.002 s -0.133
2022-11-09 11:43 JavaScript Iterate Vector uint16Array 0.002 s 0.341
2022-11-09 11:43 JavaScript Iterate Vector uint32Array 0.002 s 0.436
2022-11-09 11:43 JavaScript toArray Vector uint8Array
2022-11-09 11:43 JavaScript Iterate Vector uint64Array 0.004 s 0.376
2022-11-09 11:43 JavaScript Iterate Vector int8Array 0.002 s 0.188
2022-11-09 11:43 JavaScript Iterate Vector int16Array 0.002 s 0.187
2022-11-09 11:43 JavaScript Iterate Vector int32Array 0.002 s -0.283
2022-11-09 11:43 JavaScript Spread Vector string 0.146 s 0.123
2022-11-09 11:43 JavaScript toArray Vector uint16Array
2022-11-09 11:43 JavaScript Iterate Vector booleans 0.004 s 0.411
2022-11-09 11:43 JavaScript Spread Vector uint64Array 0.012 s 0.559
2022-11-09 11:43 JavaScript Iterate Vector dictionary 0.004 s 0.798
2022-11-09 11:43 JavaScript Iterate Vector string 0.126 s 0.578
2022-11-09 11:43 JavaScript Spread Vector uint16Array 0.006 s 0.389
2022-11-09 11:43 JavaScript toArray Vector uint32Array
2022-11-09 11:43 JavaScript toArray Vector uint64Array
2022-11-09 11:43 JavaScript toArray Vector int8Array
2022-11-09 11:43 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.230
2022-11-09 11:43 JavaScript Spread Vector int8Array 0.006 s 0.118
2022-11-09 11:43 JavaScript Spread Vector int32Array 0.006 s 0.377
2022-11-09 11:43 JavaScript Spread Vector float64Array 0.008 s -0.128
2022-11-09 11:43 JavaScript Spread Vector numbers 0.008 s 0.231
2022-11-09 11:43 JavaScript Spread Vector booleans 0.010 s -0.628
2022-11-09 11:43 JavaScript Spread Vector dictionary 0.010 s -0.521
2022-11-09 11:43 JavaScript toArray Vector int16Array
2022-11-09 11:43 JavaScript toArray Vector int32Array
2022-11-09 11:43 JavaScript toArray Vector int64Array
2022-11-09 11:43 JavaScript get Vector uint16Array 0.003 s -1.016
2022-11-09 11:43 JavaScript get Vector uint32Array 0.003 s -1.454
2022-11-09 11:43 JavaScript toArray Vector float32Array
2022-11-09 11:43 JavaScript toArray Vector float64Array
2022-11-09 11:43 JavaScript toArray Vector numbers
2022-11-09 11:43 JavaScript toArray Vector dictionary 0.010 s -0.654
2022-11-09 11:43 JavaScript toArray Vector string 0.145 s 0.579
2022-11-09 11:43 JavaScript get Vector int32Array 0.003 s -2.291
2022-11-09 11:43 JavaScript get Vector int64Array 0.003 s -0.789
2022-11-09 11:43 JavaScript toArray Vector booleans 0.010 s -0.208
2022-11-09 11:43 JavaScript get Vector uint8Array 0.003 s -2.467
2022-11-09 11:43 JavaScript get Vector uint64Array 0.003 s -1.370
2022-11-09 11:43 JavaScript get Vector int8Array 0.003 s -2.331
2022-11-09 11:43 JavaScript get Vector int16Array 0.003 s -1.866
2022-11-09 11:43 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.679
2022-11-09 11:43 JavaScript get Vector float32Array 0.002 s 0.152
2022-11-09 11:43 JavaScript get Vector float64Array 0.002 s 0.137
2022-11-09 11:43 JavaScript get Vector string 0.124 s 0.677
2022-11-09 11:43 JavaScript Parse read recordBatches, tracks 0.000 s 0.741
2022-11-09 11:43 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.523
2022-11-09 11:43 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -1.292
2022-11-09 11:43 JavaScript get Vector numbers 0.002 s 0.154
2022-11-09 11:43 JavaScript get Vector booleans 0.002 s 0.247
2022-11-09 11:43 JavaScript get Vector dictionary 0.002 s 0.578
2022-11-09 11:43 JavaScript Parse write recordBatches, tracks 0.002 s 0.469
2022-11-09 11:43 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.082
2022-11-09 11:43 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.010
2022-11-09 11:43 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.584
2022-11-09 11:43 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -1.153
2022-11-09 11:43 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -1.223
2022-11-09 11:43 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-09 11:43 JavaScript Table 1,000,000, tracks 0.272 s 0.038
2022-11-09 11:43 JavaScript Table tracks, 1,000,000 0.094 s 0.835
2022-11-09 11:43 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.381
2022-11-09 11:43 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.110 s -3.591
2022-11-09 11:43 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-09 11:43 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-09 11:43 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-09 11:43 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.188 s -0.111
2022-11-09 11:43 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.186 s 0.912
2022-11-09 11:43 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -1.415
2022-11-09 11:43 JavaScript Table tracks, 1,000,000 0.276 s -0.119
2022-11-09 11:43 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.031 s 0.268
2022-11-09 11:43 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.771