Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-07 22:43 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.428 s -0.378
2022-11-07 22:41 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.682 s 0.364
2022-11-07 22:42 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.162 s 0.933
2022-11-07 22:43 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.120 s 0.890
2022-11-07 22:47 Python dataset-filter nyctaxi_2010-01 1.022 s -0.720
2022-11-07 22:46 Python dataframe-to-table type_nested 2.820 s 0.955
2022-11-07 23:16 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.831 s 0.545
2022-11-07 22:50 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 76.782 s 0.807
2022-11-07 23:06 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.199 s 0.490
2022-11-07 22:44 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.665 s 1.552
2022-11-07 23:07 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.316 s -0.353
2022-11-07 23:16 Python file-write lz4, feather, table, nyctaxi_2010-01 1.731 s -0.264
2022-11-07 23:16 Python wide-dataframe use_legacy_dataset=false 0.505 s 1.145
2022-11-07 23:25 R dataframe-to-table type_integers, R 0.011 s 0.199
2022-11-07 23:08 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.359 s -0.911
2022-11-07 23:25 R dataframe-to-table type_nested, R 0.581 s -1.261
2022-11-07 23:27 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.567 s -2.344
2022-11-07 23:28 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.575 s 1.271
2022-11-07 22:44 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.769 s 1.398
2022-11-07 23:11 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.904 s -0.270
2022-11-07 23:12 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.220 s -0.431
2022-11-07 23:08 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.319 s 1.126
2022-11-07 23:14 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.890 s -0.508
2022-11-07 23:29 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.720 s -0.065
2022-11-07 23:32 R file-write snappy, parquet, table, fanniemae_2016Q4, R 10.139 s -0.098
2022-11-07 23:07 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.651 s -2.747
2022-11-07 23:09 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.952 s -2.542
2022-11-07 23:13 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.855 s -0.147
2022-11-07 23:16 Python wide-dataframe use_legacy_dataset=true 0.374 s 0.547
2022-11-07 22:46 Python dataframe-to-table type_strings 0.447 s 0.531
2022-11-07 22:46 Python dataframe-to-table type_integers 0.010 s 0.120
2022-11-07 23:06 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.212 s -0.377
2022-11-07 23:07 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.180 s -2.270
2022-11-07 23:07 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.179 s -2.488
2022-11-07 23:09 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.990 s -1.741
2022-11-07 23:10 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.248 s 0.007
2022-11-07 23:25 R dataframe-to-table type_strings, R 0.545 s -1.406
2022-11-07 23:27 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.562 s -2.229
2022-11-07 22:42 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.145 s 1.099
2022-11-07 22:46 Python dataframe-to-table chi_traffic_2020_Q1 20.352 s 0.162
2022-11-07 22:46 Python dataframe-to-table type_dict 0.011 s 0.224
2022-11-07 22:46 Python dataframe-to-table type_floats 0.011 s 0.123
2022-11-07 23:07 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.040 s 0.208
2022-11-07 23:07 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.654 s 0.269
2022-11-07 23:07 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.212 s -2.399
2022-11-07 22:41 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.257 s -0.621
2022-11-07 23:09 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.614 s -1.105
2022-11-07 23:09 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.373 s -0.827
2022-11-07 23:13 Python file-write uncompressed, feather, table, fanniemae_2016Q4 4.525 s 3.027
2022-11-07 23:15 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.501 s 1.961
2022-11-07 23:26 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.326 s -0.849
2022-11-07 23:07 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.045 s 0.185
2022-11-07 23:08 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.774 s -0.841
2022-11-07 23:31 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.390 s -0.331
2022-11-07 23:06 Python dataset-read async=True, nyctaxi_multi_ipc_s3 231.602 s -0.898
2022-11-07 23:16 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.066 s 1.206
2022-11-07 23:14 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.566 s 2.693
2022-11-07 22:55 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.689 s 0.403
2022-11-07 23:08 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.524 s -2.751
2022-11-07 23:09 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.984 s -2.171
2022-11-07 23:26 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.597 s -1.153
2022-11-07 23:28 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.899 s 0.922
2022-11-07 23:08 Python file-read lz4, feather, table, fanniemae_2016Q4 0.817 s 0.905
2022-11-07 23:25 R dataframe-to-table type_dict, R 0.056 s 0.112
2022-11-07 23:27 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.858 s -1.488
2022-11-07 23:27 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.911 s -1.875
2022-11-07 23:11 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.572 s 0.068
2022-11-07 23:08 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.611 s -4.936
2022-11-07 23:09 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.937 s -1.815
2022-11-07 23:26 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.311 s 1.552
2022-11-07 23:27 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.217 s -0.690
2022-11-07 23:06 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.250 s -0.483
2022-11-07 23:09 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.934 s -1.470
2022-11-07 23:16 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.421 s 0.287
2022-11-07 23:28 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.818 s 0.660
2022-11-07 23:07 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.632 s -2.765
2022-11-07 23:14 Python file-write lz4, feather, table, fanniemae_2016Q4 1.544 s 1.149
2022-11-07 23:09 Python file-read lz4, feather, table, nyctaxi_2010-01 0.685 s 0.501
2022-11-07 23:26 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.587 s -1.116
2022-11-07 23:16 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.941 s 1.357
2022-11-07 23:25 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.345 s -1.232
2022-11-07 23:15 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.128 s 1.729
2022-11-07 23:25 R dataframe-to-table type_floats, R 0.013 s -0.730
2022-11-07 23:24 R dataframe-to-table chi_traffic_2020_Q1, R 4.300 s 0.033
2022-11-07 23:26 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.570 s -0.368
2022-11-07 23:27 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.904 s -1.507
2022-11-07 23:26 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.606 s -2.063
2022-11-07 23:33 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.873 s -0.484
2022-11-07 23:34 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.950 s 0.805
2022-11-07 23:35 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.987 s -0.800
2022-11-07 23:36 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.491 s 0.510
2022-11-07 23:37 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.499 s -1.842
2022-11-07 23:38 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.003 s 0.910
2022-11-07 23:40 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.735 s 0.866
2022-11-07 23:39 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.958 s 0.713
2022-11-07 23:41 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.908 s 0.701
2022-11-07 23:42 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.309 s -0.190
2022-11-07 23:43 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.287 s 0.064
2022-11-07 23:44 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.468 s 0.068
2022-11-07 23:45 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.553 s 0.592
2022-11-07 23:45 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.251 s -0.129
2022-11-07 23:45 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.201 s -0.494
2022-11-07 23:45 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.597 s -0.936
2022-11-07 23:45 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.579 s 0.359
2022-11-07 23:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.584
2022-11-07 23:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s 0.043
2022-11-07 23:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s 0.060
2022-11-07 23:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s 0.327
2022-11-07 23:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.345 s 0.325
2022-11-07 23:47 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.002 s 0.287
2022-11-07 23:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.280 s 0.022
2022-11-07 23:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.588 s -0.334
2022-11-07 23:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.713 s -0.514
2022-11-07 23:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.270 s 0.146
2022-11-07 23:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.577
2022-11-07 23:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.653 s 0.525
2022-11-07 23:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s 0.356
2022-11-07 23:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.433 s 0.127
2022-11-07 23:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.581
2022-11-07 23:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.266 s 0.419
2022-11-07 23:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.060 s -0.613
2022-11-07 23:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.627
2022-11-07 23:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 0.665
2022-11-07 23:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.302 s 0.214
2022-11-07 23:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.300 s 0.356
2022-11-07 23:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.589 s -0.266
2022-11-07 23:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.928 s -0.402
2022-11-07 23:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.515 s -0.766
2022-11-07 23:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.326 s 0.537
2022-11-07 23:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.194 s 0.607
2022-11-07 23:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s 0.331
2022-11-07 23:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s 0.563
2022-11-07 23:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s 0.463
2022-11-07 23:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 0.578
2022-11-07 23:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.687
2022-11-07 23:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.723 s -0.714
2022-11-07 23:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.633 s 0.456
2022-11-07 23:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.156 s 0.608
2022-11-07 23:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.491
2022-11-07 23:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.348 s 0.379
2022-11-07 23:53 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s 0.317
2022-11-07 23:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.310 s 0.449
2022-11-07 23:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.202 s -1.521
2022-11-07 23:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.310 s 0.761
2022-11-07 23:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.910 s -0.018
2022-11-07 23:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.638 s 0.195
2022-11-07 23:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.680
2022-11-07 23:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s 0.260
2022-11-07 23:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.173 s 0.607
2022-11-07 23:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.506 s -0.575
2022-11-07 23:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.344 s 0.573
2022-11-07 23:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.278 s -0.873
2022-11-07 23:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.508
2022-11-07 23:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s 0.317
2022-11-07 23:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.609
2022-11-07 23:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s 0.319
2022-11-07 23:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.658 s -0.027
2022-11-07 23:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.342 s 0.461
2022-11-07 23:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.780 s 0.140
2022-11-07 23:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 0.669
2022-11-08 00:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 0.697
2022-11-08 00:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.602 s 0.042
2022-11-08 00:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.429 s -0.757
2022-11-08 00:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s 0.464
2022-11-08 00:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s 0.372
2022-11-08 00:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.715 s 0.228
2022-11-08 00:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.308 s -1.117
2022-11-08 00:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.442 s 0.294
2022-11-07 23:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.640
2022-11-07 23:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.598 s -0.665
2022-11-08 00:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.902 s 0.346
2022-11-08 00:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.322 s 0.854
2022-11-07 23:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.422 s 0.364
2022-11-07 23:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.946 s 0.747
2022-11-08 00:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.753
2022-11-08 00:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.612
2022-11-07 23:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.388 s 0.378
2022-11-07 23:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s 0.618
2022-11-07 23:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.684
2022-11-08 00:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.871 s 0.206
2022-11-08 00:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.582 s 0.934
2022-11-08 00:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.578
2022-11-08 00:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.210 s 0.529
2022-11-08 00:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.660 s 0.613
2022-11-08 00:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.406 s 0.499
2022-11-07 23:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.647
2022-11-08 00:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.510 s 0.960
2022-11-08 00:06 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.289 s 0.562
2022-11-08 00:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.189 s 0.591
2022-11-07 23:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.713 s 0.157
2022-11-08 00:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.705 s -0.410
2022-11-08 00:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.127 s 0.466
2022-11-08 00:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.412 s 0.251
2022-11-08 00:06 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.340 s -0.661
2022-11-08 00:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.282 s 0.259
2022-11-08 00:11 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.052 s 0.001
2022-11-08 00:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.978 s -0.708
2022-11-07 23:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.669
2022-11-08 00:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.652
2022-11-08 00:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.645
2022-11-08 00:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.294 s 0.371
2022-11-08 00:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.505
2022-11-08 00:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.216 s 0.599
2022-11-08 00:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.481
2022-11-07 23:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.368 s 0.405
2022-11-07 23:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.767 s 0.268
2022-11-08 00:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.250 s 0.075
2022-11-08 00:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.318 s 0.332
2022-11-08 00:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.300 s 0.335
2022-11-08 00:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.324 s 0.134
2022-11-08 00:13 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.530 s 1.167
2022-11-08 00:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s 0.409
2022-11-08 00:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.653 s 0.045
2022-11-08 00:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.526 s 0.422
2022-11-08 00:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.567 s -0.530
2022-11-08 00:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.328 s 0.538
2022-11-08 00:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.201 s 0.433
2022-11-08 00:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 0.676
2022-11-08 00:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.204 s 0.630
2022-11-08 00:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.638
2022-11-08 00:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.632
2022-11-08 00:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.286 s 0.707
2022-11-08 00:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.252 s 0.584
2022-11-08 00:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.601
2022-11-08 00:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.331 s 0.260
2022-11-08 00:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.524
2022-11-07 23:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.729 s -0.562
2022-11-08 00:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.111 s -0.475
2022-11-08 00:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s 0.387
2022-11-08 00:08 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.250 s 0.036
2022-11-08 00:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.291
2022-11-08 00:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.454
2022-11-08 00:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.146 s -0.237
2022-11-07 23:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s 0.462
2022-11-08 00:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.357 s 0.006
2022-11-08 00:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.266 s -0.824
2022-11-08 00:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.793 s 0.031
2022-11-08 00:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.304 s -0.313
2022-11-08 00:34 JavaScript Iterate Vector int8Array 0.002 s 1.971
2022-11-08 00:34 JavaScript Iterate Vector int32Array 0.002 s 1.501
2022-11-07 23:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s 0.698
2022-11-08 00:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 0.702
2022-11-08 00:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.903 s -0.568
2022-11-08 00:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.530 s -0.637
2022-11-08 00:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.723 s 0.276
2022-11-08 00:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.919 s -0.269
2022-11-08 00:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.370 s 0.203
2022-11-08 00:34 JavaScript vectorFromArray booleans 0.017 s 1.761
2022-11-08 00:34 JavaScript Iterate Vector uint32Array 0.002 s 2.241
2022-11-08 00:34 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.500
2022-11-08 00:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.867 s -0.414
2022-11-08 00:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.235 s -1.634
2022-11-08 00:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s 0.246
2022-11-08 00:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s 0.319
2022-11-08 00:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.583 s -0.402
2022-11-08 00:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s 0.349
2022-11-08 00:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.944 s 0.401
2022-11-08 00:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.258 s 0.158
2022-11-08 00:06 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.826 s 0.056
2022-11-08 00:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s 0.358
2022-11-08 00:17 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.087 s -0.469
2022-11-08 00:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.857 s 0.185
2022-11-08 00:34 JavaScript get Vector uint16Array 0.003 s 1.498
2022-11-08 00:34 JavaScript get Vector uint64Array 0.003 s 1.285
2022-11-08 00:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.231 s 0.450
2022-11-08 00:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.487 s 0.330
2022-11-08 00:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.214 s 0.514
2022-11-08 00:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.264 s -0.866
2022-11-08 00:34 JavaScript get Vector uint8Array 0.002 s 1.882
2022-11-08 00:34 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-08 00:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.625
2022-11-08 00:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.605 s 0.443
2022-11-08 00:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.376 s 0.623
2022-11-08 00:34 JavaScript toArray Vector uint32Array
2022-11-08 00:34 JavaScript toArray Vector int8Array
2022-11-08 00:34 JavaScript toArray Vector int32Array
2022-11-08 00:34 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -0.044
2022-11-08 00:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.525 s 0.511
2022-11-08 00:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.318 s 0.287
2022-11-08 00:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.240 s 0.158
2022-11-08 00:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.447 s 0.245
2022-11-08 00:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.547 s -0.500
2022-11-08 00:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.318 s -0.973
2022-11-08 00:34 JavaScript toArray Vector booleans 0.010 s -0.227
2022-11-08 00:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.433 s -1.009
2022-11-08 00:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.192 s 0.505
2022-11-08 00:34 JavaScript toArray Vector string 0.149 s -1.745
2022-11-08 00:34 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.767
2022-11-08 00:34 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.189 s -0.469
2022-11-08 00:34 JavaScript Table tracks, 1,000,000 0.094 s 1.408
2022-11-08 00:34 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.119
2022-11-08 00:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.869 s -0.818
2022-11-08 00:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s 0.419
2022-11-08 00:34 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.955
2022-11-08 00:34 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.952
2022-11-08 00:34 JavaScript Table 1,000,000, tracks 0.309 s -1.706
2022-11-08 00:34 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.276
2022-11-08 00:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.421 s 0.137
2022-11-08 00:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.913 s -0.131
2022-11-08 00:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.527
2022-11-08 00:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.222 s 0.413
2022-11-08 00:34 JavaScript vectorFromArray dictionary 0.017 s -0.313
2022-11-08 00:34 JavaScript Spread Vector int64Array 0.012 s 0.778
2022-11-08 00:22 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.048 s -0.769
2022-11-08 00:34 JavaScript Spread Vector dictionary 0.010 s 1.184
2022-11-08 00:34 JavaScript toArray Vector uint8Array
2022-11-08 00:34 JavaScript get Vector int32Array 0.003 s 1.420
2022-11-08 00:34 JavaScript get Vector float32Array 0.002 s 0.147
2022-11-08 00:34 JavaScript Parse read recordBatches, tracks 0.000 s 0.197
2022-11-08 00:24 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 33.201 s -1.835
2022-11-08 00:34 JavaScript toArray Vector float32Array
2022-11-08 00:34 JavaScript toArray Vector numbers
2022-11-08 00:34 JavaScript get Vector uint32Array 0.003 s 1.774
2022-11-08 00:34 JavaScript get Vector int8Array 0.003 s -0.476
2022-11-08 00:34 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.289
2022-11-08 00:34 JavaScript Table tracks, 1,000,000 0.050 s -1.731
2022-11-08 00:34 JavaScript Iterate Vector uint8Array 0.002 s 1.349
2022-11-08 00:34 JavaScript toArray Vector float64Array
2022-11-08 00:34 JavaScript Parse write recordBatches, tracks 0.002 s 0.429
2022-11-08 00:34 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.469
2022-11-08 00:34 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.362
2022-11-08 00:34 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.357
2022-11-08 00:34 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.983
2022-11-08 00:34 JavaScript vectorFromArray numbers 0.016 s 0.558
2022-11-08 00:34 JavaScript Iterate Vector uint16Array 0.002 s 1.693
2022-11-08 00:34 JavaScript Iterate Vector uint64Array 0.004 s 0.834
2022-11-08 00:34 JavaScript Iterate Vector int16Array 0.002 s 1.741
2022-11-08 00:34 JavaScript Iterate Vector int64Array 0.004 s 0.696
2022-11-08 00:34 JavaScript Iterate Vector float64Array 0.002 s 0.365
2022-11-08 00:34 JavaScript Iterate Vector float32Array 0.002 s 0.702
2022-11-08 00:34 JavaScript Iterate Vector dictionary 0.004 s -0.378
2022-11-08 00:34 JavaScript Iterate Vector string 0.129 s -1.245
2022-11-08 00:34 JavaScript Spread Vector uint16Array 0.006 s 0.580
2022-11-08 00:34 JavaScript Spread Vector uint64Array 0.012 s 0.470
2022-11-08 00:34 JavaScript Spread Vector int16Array 0.006 s 0.197
2022-11-08 00:34 JavaScript Iterate Vector numbers 0.002 s 0.632
2022-11-08 00:34 JavaScript toArray Vector int64Array
2022-11-08 00:34 JavaScript get Vector int16Array 0.003 s 2.087
2022-11-08 00:34 JavaScript get Vector int64Array 0.003 s 1.116
2022-11-08 00:34 JavaScript get Vector float64Array 0.002 s 0.096
2022-11-08 00:34 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.217
2022-11-08 00:34 JavaScript Iterate Vector booleans 0.004 s 0.554
2022-11-08 00:34 JavaScript Spread Vector uint8Array 0.006 s 0.709
2022-11-08 00:34 JavaScript Spread Vector uint32Array 0.007 s -0.039
2022-11-08 00:34 JavaScript Spread Vector int8Array 0.006 s 0.623
2022-11-08 00:34 JavaScript Spread Vector int32Array 0.006 s 0.636
2022-11-08 00:34 JavaScript Spread Vector float32Array 0.008 s 0.419
2022-11-08 00:34 JavaScript Spread Vector numbers 0.008 s 0.775
2022-11-08 00:34 JavaScript Spread Vector float64Array 0.008 s 0.518
2022-11-08 00:34 JavaScript Spread Vector booleans 0.010 s 0.947
2022-11-08 00:34 JavaScript Spread Vector string 0.151 s -2.637
2022-11-08 00:34 JavaScript toArray Vector uint16Array
2022-11-08 00:34 JavaScript toArray Vector uint64Array
2022-11-08 00:34 JavaScript toArray Vector int16Array
2022-11-08 00:34 JavaScript toArray Vector dictionary 0.010 s 0.841
2022-11-08 00:34 JavaScript get Vector numbers 0.002 s 0.103
2022-11-08 00:34 JavaScript get Vector dictionary 0.002 s -0.830
2022-11-08 00:34 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.544
2022-11-08 00:34 JavaScript get Vector booleans 0.002 s 0.439
2022-11-08 00:34 JavaScript get Vector string 0.128 s -2.346
2022-11-08 00:34 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-08 00:34 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.840
2022-11-08 00:34 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -1.174
2022-11-08 00:34 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-08 00:34 JavaScript Table tracks, 1,000,000 0.273 s 0.031
2022-11-08 00:34 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-08 00:34 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.189 s -0.521
2022-11-08 00:34 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.212