Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-11 03:20 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.237 s 0.823
2022-11-11 03:22 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.118 s 1.157
2022-11-11 03:22 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.622 s -0.597
2022-11-11 03:35 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.078 s 0.484
2022-11-11 03:24 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.134 s -0.395
2022-11-11 03:20 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.685 s -0.127
2022-11-11 03:21 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.704 s -0.749
2022-11-11 03:26 Python dataframe-to-table type_integers 0.010 s -1.534
2022-11-11 03:26 Python dataset-filter nyctaxi_2010-01 1.011 s -0.267
2022-11-11 03:26 Python dataframe-to-table type_dict 0.012 s -0.789
2022-11-11 03:22 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.427 s -0.296
2022-11-11 03:26 Python dataframe-to-table type_floats 0.010 s 0.364
2022-11-11 03:23 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.236 s -0.579
2022-11-11 03:25 Python dataframe-to-table chi_traffic_2020_Q1 20.226 s 0.276
2022-11-11 03:26 Python dataframe-to-table type_nested 2.936 s -3.067
2022-11-11 03:31 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 99.381 s -1.874
2022-11-11 03:26 Python dataframe-to-table type_strings 0.441 s 0.795
2022-11-11 03:47 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.047 s 0.170
2022-11-11 03:46 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.177 s 0.197
2022-11-11 03:46 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.293 s 0.048
2022-11-11 03:47 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.629 s -1.196
2022-11-11 03:48 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.316 s 1.663
2022-11-11 03:46 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.099 s 0.936
2022-11-11 03:46 Python dataset-read async=True, nyctaxi_multi_ipc_s3 215.634 s 0.753
2022-11-11 03:46 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.221 s -0.011
2022-11-11 03:47 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.163 s -0.529
2022-11-11 03:47 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.050 s 0.148
2022-11-11 03:47 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.509 s -0.446
2022-11-11 03:53 Python file-write lz4, feather, table, fanniemae_2016Q4 1.549 s 0.836
2022-11-11 03:47 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.683 s -0.123
2022-11-11 03:47 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.176 s -2.080
2022-11-11 03:47 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.647 s -1.313
2022-11-11 03:47 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.199 s -0.585
2022-11-11 03:47 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.509 s -0.768
2022-11-11 03:51 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.214 s 1.577
2022-11-11 04:04 R dataframe-to-table chi_traffic_2020_Q1, R 4.305 s 0.000
2022-11-11 04:08 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.908 s -0.618
2022-11-11 03:49 Python file-read lz4, feather, table, nyctaxi_2010-01 0.701 s -2.726
2022-11-11 03:55 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 8.949 s 2.068
2022-11-11 04:04 R dataframe-to-table type_dict, R 0.056 s 0.424
2022-11-11 04:05 R dataframe-to-table type_floats, R 0.013 s 0.773
2022-11-11 04:06 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.337 s -1.197
2022-11-11 03:54 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.035 s 1.849
2022-11-11 03:56 Python wide-dataframe use_legacy_dataset=false 0.505 s 1.018
2022-11-11 04:07 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.908 s -1.149
2022-11-11 03:48 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.774 s -0.363
2022-11-11 03:49 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.921 s -0.357
2022-11-11 04:05 R dataframe-to-table type_nested, R 0.571 s 0.967
2022-11-11 04:07 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.816 s 1.472
2022-11-11 04:09 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.490 s 0.843
2022-11-11 03:48 Python file-read lz4, feather, table, fanniemae_2016Q4 0.821 s 0.559
2022-11-11 03:48 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.968 s -0.561
2022-11-11 04:04 R dataframe-to-table type_strings, R 0.537 s 0.641
2022-11-11 04:06 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.608 s -1.884
2022-11-11 03:56 Python file-write lz4, feather, table, nyctaxi_2010-01 1.809 s -1.061
2022-11-11 03:56 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.724 s 1.958
2022-11-11 03:56 Python wide-dataframe use_legacy_dataset=true 0.372 s 0.595
2022-11-11 03:55 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.939 s 2.032
2022-11-11 04:05 R dataframe-to-table type_integers, R 0.010 s 0.922
2022-11-11 04:06 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.864 s -2.107
2022-11-11 04:25 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.212 s -0.739
2022-11-11 03:48 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.371 s -0.587
2022-11-11 03:53 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.361 s 1.571
2022-11-11 03:49 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.613 s -0.698
2022-11-11 03:49 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.411 s -1.786
2022-11-11 03:49 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.026 s 0.898
2022-11-11 04:07 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.551 s -0.786
2022-11-11 04:17 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.385 s 0.232
2022-11-11 03:49 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.925 s -0.578
2022-11-11 03:51 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.359 s 0.863
2022-11-11 03:55 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.547 s 0.666
2022-11-11 04:10 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.094 s 0.874
2022-11-11 03:48 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.975 s -1.004
2022-11-11 03:52 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.506 s 1.629
2022-11-11 04:07 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.902 s -0.984
2022-11-11 03:49 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.946 s -1.593
2022-11-11 03:52 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.392 s -3.298
2022-11-11 04:07 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.554 s -0.637
2022-11-11 04:07 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.214 s 1.488
2022-11-11 03:56 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.567 s -1.956
2022-11-11 04:05 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.336 s -1.133
2022-11-11 04:18 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.024 s 0.420
2022-11-11 03:54 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.346 s 1.610
2022-11-11 04:06 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.107
2022-11-11 04:11 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.918 s 0.795
2022-11-11 04:23 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.303 s -0.363
2022-11-11 03:54 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.593 s 1.466
2022-11-11 04:25 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.592 s -0.762
2022-11-11 04:08 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.580 s 0.371
2022-11-11 04:24 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.469 s -0.079
2022-11-11 04:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s 0.241
2022-11-11 04:05 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.581 s -0.842
2022-11-11 04:06 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.577 s -0.810
2022-11-11 04:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.713 s -0.234
2022-11-11 04:13 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.586 s 0.650
2022-11-11 04:16 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.490 s 0.349
2022-11-11 04:06 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.312 s 0.640
2022-11-11 04:14 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.950 s 0.702
2022-11-11 04:25 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.561 s -0.568
2022-11-11 04:25 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.243 s 0.895
2022-11-11 04:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.275
2022-11-11 04:19 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 6.011 s 0.002
2022-11-11 04:25 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.576 s 0.516
2022-11-11 04:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.194 s -0.215
2022-11-11 04:15 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.942 s -0.026
2022-11-11 04:20 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.732 s 0.719
2022-11-11 04:22 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.305 s 0.758
2022-11-11 04:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s -0.445
2022-11-11 04:21 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.904 s 0.608
2022-11-11 04:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.270 s -0.350
2022-11-11 04:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.001 s 0.219
2022-11-11 04:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.588 s -0.371
2022-11-11 04:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s -0.868
2022-11-11 04:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.521
2022-11-11 04:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s -0.601
2022-11-11 04:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 1.199
2022-11-11 04:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.330 s 1.061
2022-11-11 04:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.285 s 0.514
2022-11-11 04:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.297 s 0.606
2022-11-11 04:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s -0.324
2022-11-11 04:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.908 s 0.470
2022-11-11 04:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.431 s -1.048
2022-11-11 04:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.651 s 1.046
2022-11-11 04:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.055 s -0.862
2022-11-11 04:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.586 s -0.629
2022-11-11 04:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 1.522
2022-11-11 04:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s -0.187
2022-11-11 04:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.194 s 0.626
2022-11-11 04:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.310 s 1.696
2022-11-11 04:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.499 s -0.265
2022-11-11 04:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.324 s 1.056
2022-11-11 04:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.263 s 1.757
2022-11-11 04:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 0.075
2022-11-11 04:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.774 s -1.101
2022-11-11 04:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 1.033
2022-11-11 04:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.176 s -0.251
2022-11-11 04:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s -0.180
2022-11-11 04:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.348 s -0.932
2022-11-11 04:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 1.628
2022-11-11 04:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.254 s 1.751
2022-11-11 04:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.081
2022-11-11 04:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.888 s 1.557
2022-11-11 04:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.635 s -0.134
2022-11-11 04:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.624 s 2.196
2022-11-11 04:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s -0.201
2022-11-11 04:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.256
2022-11-11 04:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s -0.138
2022-11-11 04:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.080
2022-11-11 04:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.709 s -0.446
2022-11-11 04:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.265 s 1.488
2022-11-11 04:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.432 s 1.786
2022-11-11 04:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.651 s -0.182
2022-11-11 04:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.187
2022-11-11 04:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.508 s -0.723
2022-11-11 04:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.766 s 0.751
2022-11-11 04:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.421 s -0.706
2022-11-11 04:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.256
2022-11-11 04:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.345 s 0.297
2022-11-11 04:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.365 s 0.057
2022-11-11 04:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.282 s 0.459
2022-11-11 04:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.292 s -0.639
2022-11-11 04:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.289
2022-11-11 04:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.143 s 0.008
2022-11-11 04:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.364
2022-11-11 04:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.330 s 0.256
2022-11-11 04:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.744 s -0.542
2022-11-11 04:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s -0.203
2022-11-11 04:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.329 s 1.518
2022-11-11 04:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.603 s 1.494
2022-11-11 04:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.774 s -0.921
2022-11-11 04:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 1.545
2022-11-11 04:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.233 s 1.859
2022-11-11 04:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.338 s 0.823
2022-11-11 04:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.314 s 1.598
2022-11-11 04:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.582 s 1.060
2022-11-11 04:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.402
2022-11-11 04:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.214 s 1.307
2022-11-11 04:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s -0.134
2022-11-11 04:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.861 s 0.620
2022-11-11 04:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.332 s -0.565
2022-11-11 04:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.604
2022-11-11 04:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s -0.085
2022-11-11 04:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.525 s -0.014
2022-11-11 04:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s -0.346
2022-11-11 04:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.404 s 0.523
2022-11-11 04:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s -0.499
2022-11-11 04:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.582 s -0.661
2022-11-11 04:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.281 s -0.198
2022-11-11 04:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.896
2022-11-11 04:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.201 s -0.398
2022-11-11 04:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.524 s -1.284
2022-11-11 04:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 1.043
2022-11-11 04:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.200 s 1.238
2022-11-11 04:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.330
2022-11-11 04:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.251
2022-11-11 04:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 1.619
2022-11-11 04:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.327 s 0.166
2022-11-11 04:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.294 s -0.157
2022-11-11 04:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s -0.456
2022-11-11 04:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.605 s -0.437
2022-11-11 04:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.950 s 0.230
2022-11-11 04:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.341
2022-11-11 04:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.317 s 2.550
2022-11-11 04:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.873 s 2.095
2022-11-11 04:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.991
2022-11-11 04:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.435 s 0.804
2022-11-11 04:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 1.169
2022-11-11 04:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.424 s 0.559
2022-11-11 04:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 1.304
2022-11-11 04:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.289 s 1.846
2022-11-11 04:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 1.412
2022-11-11 04:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 2.118
2022-11-11 04:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s -0.006
2022-11-11 04:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.723
2022-11-11 04:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.422
2022-11-11 04:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.896 s 0.374
2022-11-11 04:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.286 s 0.636
2022-11-11 04:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.735 s -0.421
2022-11-11 04:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.086
2022-11-11 04:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.125 s -0.419
2022-11-11 04:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.767 s -0.825
2022-11-11 04:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s -0.516
2022-11-11 04:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.589 s -0.485
2022-11-11 04:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.650 s -0.341
2022-11-11 04:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.879 s -2.356
2022-11-11 04:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.177 s -0.152
2022-11-11 04:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.299 s -0.251
2022-11-11 04:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.357 s -0.895
2022-11-11 04:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.312 s 0.420
2022-11-11 04:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.522 s 0.800
2022-11-11 04:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.971 s -0.851
2022-11-11 04:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.545 s -0.908
2022-11-11 04:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s -0.581
2022-11-11 04:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.822 s -0.040
2022-11-11 04:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.921 s -0.569
2022-11-11 04:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.547
2022-11-11 04:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.043 s 0.258
2022-11-11 04:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.512 s -0.335
2022-11-11 04:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.601 s -0.415
2022-11-11 04:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s 0.076
2022-11-11 04:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.411 s -0.266
2022-11-11 04:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.323 s -0.544
2022-11-11 04:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.776 s -0.714
2022-11-11 04:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -0.187
2022-11-11 04:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.315 s 0.235
2022-11-11 04:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.571
2022-11-11 04:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s -0.046
2022-11-11 04:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.705
2022-11-11 04:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.317 s -0.840
2022-11-11 04:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.268 s -0.917
2022-11-11 04:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.261 s -0.619
2022-11-11 04:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.426 s -0.576
2022-11-11 04:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.433 s -0.890
2022-11-11 04:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.865 s -0.634
2022-11-11 04:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.308 s -1.065
2022-11-11 04:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.420 s 0.046
2022-11-11 04:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.705
2022-11-11 04:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.114 s -0.674
2022-11-11 04:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.318 s -0.615
2022-11-11 05:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.284
2022-11-11 05:14 JavaScript vectorFromArray booleans 0.018 s 0.120
2022-11-11 05:14 JavaScript Iterate Vector uint8Array 0.002 s 1.915
2022-11-11 05:14 JavaScript toArray Vector numbers
2022-11-11 04:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s -0.370
2022-11-11 04:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.948 s -0.404
2022-11-11 04:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.601 s 0.756
2022-11-11 04:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.287 s 0.939
2022-11-11 05:14 JavaScript vectorFromArray numbers 0.016 s 0.624
2022-11-11 05:14 JavaScript vectorFromArray dictionary 0.017 s 0.543
2022-11-11 04:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.889 s -0.435
2022-11-11 05:14 JavaScript toArray Vector uint64Array
2022-11-11 05:14 JavaScript toArray Vector int16Array
2022-11-11 05:14 JavaScript get Vector int16Array 0.003 s -1.099
2022-11-11 04:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.707 s 1.148
2022-11-11 05:02 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.773 s 1.178
2022-11-11 05:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s -0.533
2022-11-11 05:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.093 s 1.214
2022-11-11 05:14 JavaScript get Vector dictionary 0.002 s 0.269
2022-11-11 05:14 JavaScript Parse read recordBatches, tracks 0.000 s -0.079
2022-11-11 04:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.377 s 0.618
2022-11-11 05:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.401
2022-11-11 05:14 JavaScript Iterate Vector int16Array 0.002 s -0.301
2022-11-11 05:14 JavaScript Iterate Vector int64Array 0.004 s -1.781
2022-11-11 05:14 JavaScript Iterate Vector float64Array 0.002 s 0.767
2022-11-11 05:14 JavaScript Spread Vector int64Array 0.012 s 0.090
2022-11-11 05:14 JavaScript Spread Vector string 0.145 s 0.656
2022-11-11 04:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.435 s 0.507
2022-11-11 05:14 JavaScript Spread Vector uint8Array 0.006 s 0.471
2022-11-11 05:14 JavaScript toArray Vector int8Array
2022-11-11 05:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s -0.702
2022-11-11 05:14 JavaScript Iterate Vector string 0.125 s 1.149
2022-11-11 05:14 JavaScript toArray Vector float64Array
2022-11-11 05:14 JavaScript toArray Vector booleans 0.010 s 1.150
2022-11-11 05:14 JavaScript toArray Vector string 0.145 s 0.441
2022-11-11 05:14 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -0.041
2022-11-11 05:14 JavaScript Spread Vector float32Array 0.008 s 0.944
2022-11-11 05:14 JavaScript toArray Vector int32Array
2022-11-11 05:14 JavaScript get Vector numbers 0.002 s 0.121
2022-11-11 05:14 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.374
2022-11-11 05:14 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.904
2022-11-11 04:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.773 s 0.914
2022-11-11 05:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.262
2022-11-11 05:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.579 s 0.948
2022-11-11 05:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.295 s -0.032
2022-11-11 05:14 JavaScript Spread Vector uint64Array 0.012 s 0.080
2022-11-11 05:14 JavaScript Spread Vector int16Array 0.006 s 0.541
2022-11-11 05:14 JavaScript Spread Vector booleans 0.010 s 0.742
2022-11-11 05:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s -0.516
2022-11-11 05:14 JavaScript Spread Vector uint32Array 0.007 s 0.598
2022-11-11 05:14 JavaScript Spread Vector int8Array 0.006 s -0.082
2022-11-11 05:14 JavaScript Spread Vector numbers 0.008 s 0.312
2022-11-11 05:14 JavaScript toArray Vector float32Array
2022-11-11 05:14 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.067
2022-11-11 05:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.842 s 2.309
2022-11-11 05:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.452 s -2.451
2022-11-11 05:14 JavaScript Spread Vector uint16Array 0.006 s 0.277
2022-11-11 05:14 JavaScript Spread Vector float64Array 0.008 s 0.588
2022-11-11 05:14 JavaScript toArray Vector uint16Array
2022-11-11 05:14 JavaScript get Vector int64Array 0.003 s -0.350
2022-11-11 05:14 JavaScript Iterate Vector uint16Array 0.002 s 0.203
2022-11-11 05:14 JavaScript Iterate Vector uint64Array 0.004 s -1.473
2022-11-11 05:14 JavaScript Iterate Vector booleans 0.004 s 0.088
2022-11-11 05:14 JavaScript toArray Vector int64Array
2022-11-11 05:14 JavaScript get Vector uint64Array 0.003 s -1.103
2022-11-11 05:14 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.339
2022-11-11 05:14 JavaScript Iterate Vector uint32Array 0.002 s 0.536
2022-11-11 05:14 JavaScript Iterate Vector int8Array 0.002 s 1.090
2022-11-11 05:14 JavaScript Iterate Vector int32Array 0.002 s 0.364
2022-11-11 05:14 JavaScript Iterate Vector float32Array 0.002 s 0.353
2022-11-11 05:14 JavaScript Iterate Vector numbers 0.002 s 0.700
2022-11-11 05:14 JavaScript Iterate Vector dictionary 0.004 s 0.550
2022-11-11 05:14 JavaScript Spread Vector dictionary 0.010 s 0.863
2022-11-11 05:14 JavaScript toArray Vector uint8Array
2022-11-11 05:14 JavaScript get Vector float32Array 0.002 s -0.076
2022-11-11 05:14 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.618
2022-11-11 05:14 JavaScript Spread Vector int32Array 0.006 s 0.410
2022-11-11 05:14 JavaScript toArray Vector uint32Array
2022-11-11 05:14 JavaScript toArray Vector dictionary 0.010 s 0.763
2022-11-11 05:14 JavaScript get Vector uint8Array 0.003 s -0.533
2022-11-11 05:14 JavaScript get Vector uint32Array 0.003 s -1.178
2022-11-11 05:14 JavaScript get Vector int32Array 0.003 s -0.953
2022-11-11 05:14 JavaScript get Vector uint16Array 0.003 s -0.629
2022-11-11 05:14 JavaScript Parse write recordBatches, tracks 0.002 s 0.491
2022-11-11 05:14 JavaScript Table tracks, 1,000,000 0.095 s -0.363
2022-11-11 05:14 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.059
2022-11-11 05:14 JavaScript get Vector int8Array 0.003 s -0.941
2022-11-11 05:14 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.597
2022-11-11 05:14 JavaScript get Vector float64Array 0.002 s 0.121
2022-11-11 05:14 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.903
2022-11-11 05:14 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.751
2022-11-11 05:14 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -0.053
2022-11-11 05:14 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.109
2022-11-11 05:14 JavaScript get Vector booleans 0.002 s -2.370
2022-11-11 05:14 JavaScript get Vector string 0.123 s 1.104
2022-11-11 05:14 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.490
2022-11-11 05:14 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-11 05:14 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.193 s -2.095
2022-11-11 05:14 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.913
2022-11-11 05:14 JavaScript Table tracks, 1,000,000 0.258 s 0.758
2022-11-11 05:14 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-11 05:14 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-11 05:14 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.187 s 0.389
2022-11-11 05:14 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.061
2022-11-11 05:14 JavaScript Table tracks, 1,000,000 0.050 s 0.102
2022-11-11 05:14 JavaScript Table 1,000,000, tracks 0.251 s 0.998
2022-11-11 05:14 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.238
2022-11-11 05:14 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.683
2022-11-11 05:14 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s