Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 08:13 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 13.906 s 1.739
2022-11-15 08:38 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.056 s 0.112
2022-11-15 08:14 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.137 s -0.729
2022-11-15 08:17 Python dataframe-to-table type_nested 2.868 s -0.877
2022-11-15 08:12 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.239 s 0.713
2022-11-15 08:15 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.663 s 1.661
2022-11-15 08:17 Python dataframe-to-table type_dict 0.011 s 0.373
2022-11-15 08:37 Python dataset-read async=True, nyctaxi_multi_ipc_s3 231.060 s -0.442
2022-11-15 08:39 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.810 s -0.713
2022-11-15 08:12 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.673 s 1.060
2022-11-15 08:17 Python dataframe-to-table chi_traffic_2020_Q1 20.219 s 0.185
2022-11-15 08:18 Python dataset-filter nyctaxi_2010-01 1.012 s -0.307
2022-11-15 08:13 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 13.907 s 1.781
2022-11-15 08:44 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.925 s -0.494
2022-11-15 08:47 Python file-write lz4, feather, table, nyctaxi_2010-01 1.636 s 0.666
2022-11-15 08:59 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.812 s 2.405
2022-11-15 08:14 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.424 s 0.232
2022-11-15 08:17 Python dataframe-to-table type_floats 0.011 s -0.286
2022-11-15 08:37 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.181 s 0.172
2022-11-15 08:38 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.181 s -2.206
2022-11-15 08:39 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.620 s -2.650
2022-11-15 08:38 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.058 s 0.062
2022-11-15 08:38 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.671 s 0.043
2022-11-15 08:17 Python dataframe-to-table type_strings 0.446 s 0.130
2022-11-15 08:38 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.664 s -1.413
2022-11-15 08:39 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.515 s -0.700
2022-11-15 08:15 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.572 s 1.739
2022-11-15 08:17 Python dataframe-to-table type_integers 0.011 s -1.987
2022-11-15 08:37 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.211 s 0.164
2022-11-15 08:39 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.386 s -0.640
2022-11-15 08:40 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.973 s -0.733
2022-11-15 08:47 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.453
2022-11-15 08:38 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.299 s -0.013
2022-11-15 08:40 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.929 s -0.756
2022-11-15 08:44 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.024 s -0.038
2022-11-15 08:56 R dataframe-to-table type_nested, R 0.572 s 0.828
2022-11-15 08:59 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.587 s -1.331
2022-11-15 08:38 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.161 s -0.206
2022-11-15 08:42 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.744 s -0.119
2022-11-15 08:57 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.311 s 1.019
2022-11-15 08:58 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.550 s -0.808
2022-11-15 08:21 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 75.733 s 0.974
2022-11-15 08:39 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.337 s -1.052
2022-11-15 08:46 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.141 s 0.334
2022-11-15 08:47 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.850 s -0.081
2022-11-15 08:40 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.941 s -0.770
2022-11-15 08:57 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.564 s 1.668
2022-11-15 08:59 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.899 s -0.461
2022-11-15 08:26 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.889 s 0.247
2022-11-15 08:39 Python file-read lz4, feather, table, fanniemae_2016Q4 0.829 s -0.623
2022-11-15 08:40 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.939 s -1.362
2022-11-15 08:40 Python file-read lz4, feather, table, nyctaxi_2010-01 0.691 s -0.600
2022-11-15 08:56 R dataframe-to-table type_dict, R 0.067 s -1.041
2022-11-15 08:57 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.574 s -1.027
2022-11-15 08:58 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.845 s 0.642
2022-11-15 08:40 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.604 s -0.106
2022-11-15 08:42 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.364 s 0.627
2022-11-15 08:47 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.432 s 0.105
2022-11-15 08:56 R dataframe-to-table type_strings, R 0.536 s 1.169
2022-11-15 08:37 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.173 s 0.526
2022-11-15 08:38 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.208 s -1.423
2022-11-15 08:57 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.585 s -1.088
2022-11-15 08:40 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.986 s -1.588
2022-11-15 08:40 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.357 s 0.354
2022-11-15 08:38 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.644 s -1.284
2022-11-15 08:47 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.074 s 0.167
2022-11-15 08:57 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.322 s -1.000
2022-11-15 08:59 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.214 s 1.509
2022-11-15 09:03 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.916 s 0.608
2022-11-15 08:46 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.521 s 1.150
2022-11-15 08:56 R dataframe-to-table type_floats, R 0.013 s 0.689
2022-11-15 08:58 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.892 s -0.211
2022-11-15 08:41 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.036 s 0.635
2022-11-15 08:56 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.327 s -0.866
2022-11-15 08:58 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.594 s 0.249
2022-11-15 08:45 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.595 s 1.036
2022-11-15 08:47 Python wide-dataframe use_legacy_dataset=false 0.507 s 0.812
2022-11-15 08:55 R dataframe-to-table chi_traffic_2020_Q1, R 4.305 s 0.105
2022-11-15 08:59 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.906 s -0.188
2022-11-15 08:44 Python file-write lz4, feather, table, fanniemae_2016Q4 1.551 s 0.573
2022-11-15 08:56 R dataframe-to-table type_integers, R 0.010 s 0.564
2022-11-15 08:58 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.553 s -0.569
2022-11-15 09:00 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.495 s 0.610
2022-11-15 08:43 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.014 s -0.007
2022-11-15 08:45 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.902 s -0.441
2022-11-15 09:02 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.083 s 0.730
2022-11-15 08:47 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.983 s -0.359
2022-11-15 09:05 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.950 s 0.774
2022-11-15 09:05 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.534 s 0.726
2022-11-15 09:07 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.494 s 0.308
2022-11-15 09:07 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.919 s 0.613
2022-11-15 09:08 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.363 s 1.103
2022-11-15 09:09 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.987 s 1.430
2022-11-15 09:10 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.937 s 0.932
2022-11-15 09:11 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.719 s 1.325
2022-11-15 09:13 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.312 s -1.233
2022-11-15 09:13 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.895 s 1.049
2022-11-15 09:14 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.308 s -0.556
2022-11-15 09:16 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.214 s -0.727
2022-11-15 09:15 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.471 s -0.517
2022-11-15 09:16 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.557 s -0.273
2022-11-15 09:16 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.567 s -0.871
2022-11-15 09:16 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.248 s -0.702
2022-11-15 09:17 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.651 s -4.085
2022-11-15 09:17 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.433
2022-11-15 09:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s 1.116
2022-11-15 09:17 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s -0.284
2022-11-15 09:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s -0.243
2022-11-15 09:17 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.541
2022-11-15 09:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.589 s -0.840
2022-11-15 09:18 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.011 s -1.321
2022-11-15 09:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.791
2022-11-15 09:18 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.726 s -0.569
2022-11-15 09:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s 0.006
2022-11-15 09:19 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.727
2022-11-15 09:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s -0.215
2022-11-15 09:19 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.650 s 1.335
2022-11-15 09:19 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.330 s 0.990
2022-11-15 09:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.428 s -0.104
2022-11-15 09:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.053 s -0.706
2022-11-15 09:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.326
2022-11-15 09:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.297 s 0.893
2022-11-15 09:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.986
2022-11-15 09:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 1.414
2022-11-15 09:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.299 s -0.347
2022-11-15 09:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.581 s -0.046
2022-11-15 09:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.603 s 1.529
2022-11-15 09:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 1.096
2022-11-15 09:36 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.325 s -0.135
2022-11-15 09:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 1.548
2022-11-15 09:21 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.921 s -0.794
2022-11-15 09:21 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.525 s -0.713
2022-11-15 09:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.316 s -0.142
2022-11-15 09:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 1.585
2022-11-15 09:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.329 s 1.082
2022-11-15 09:24 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.682 s 0.015
2022-11-15 09:25 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.454
2022-11-15 09:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.184
2022-11-15 09:27 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.574 s -0.010
2022-11-15 09:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s -0.090
2022-11-15 09:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.733 s -0.448
2022-11-15 09:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s 1.010
2022-11-15 09:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.362
2022-11-15 09:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.349 s -0.955
2022-11-15 09:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 1.315
2022-11-15 09:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.331
2022-11-15 09:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.323 s 1.262
2022-11-15 09:22 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 1.122
2022-11-15 09:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 1.414
2022-11-15 09:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 0.673
2022-11-15 09:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.708
2022-11-15 09:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.949 s 0.175
2022-11-15 09:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.384
2022-11-15 09:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.199 s 0.935
2022-11-15 09:38 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.426 s -0.068
2022-11-15 09:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.976
2022-11-15 09:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.328 s 1.542
2022-11-15 09:30 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 1.329
2022-11-15 09:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.293 s 0.411
2022-11-15 09:22 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.899 s 0.424
2022-11-15 09:24 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.631 s -0.190
2022-11-15 09:26 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.280 s 0.799
2022-11-15 09:31 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 1.309
2022-11-15 09:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.522 s -0.637
2022-11-15 09:38 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.303
2022-11-15 09:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 1.743
2022-11-15 09:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.323 s 1.272
2022-11-15 09:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.359 s 1.282
2022-11-15 09:30 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s 0.656
2022-11-15 09:24 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.301
2022-11-15 09:26 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.289
2022-11-15 09:27 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.773 s -0.326
2022-11-15 09:31 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 1.073
2022-11-15 09:36 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 1.135
2022-11-15 09:44 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.659 s 0.982
2022-11-15 09:22 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.422
2022-11-15 09:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.259 s 1.730
2022-11-15 09:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.637 s -0.406
2022-11-15 09:25 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s -0.116
2022-11-15 09:23 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.182 s -1.015
2022-11-15 09:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.366 s -0.225
2022-11-15 09:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s 1.442
2022-11-15 09:38 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.308 s 0.625
2022-11-15 09:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s 0.096
2022-11-15 09:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.325 s 0.255
2022-11-15 09:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.306 s 0.632
2022-11-15 09:25 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.504 s -0.368
2022-11-15 09:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.290 s -0.740
2022-11-15 09:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.706 s -0.081
2022-11-15 09:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.784 s -1.194
2022-11-15 09:30 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.765 s -0.233
2022-11-15 09:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.666
2022-11-15 09:30 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.364 s 1.103
2022-11-15 09:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.918 s -0.230
2022-11-15 09:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 1.154
2022-11-15 09:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.417 s 0.718
2022-11-15 09:27 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.220
2022-11-15 09:34 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.145 s 0.032
2022-11-15 09:38 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.005
2022-11-15 09:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.215 s 0.688
2022-11-15 09:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.252 s 0.736
2022-11-15 09:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.401 s 1.540
2022-11-15 09:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.255 s 1.329
2022-11-15 09:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.601 s 0.701
2022-11-15 09:51 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.929 s -1.845
2022-11-15 09:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.253 s 1.317
2022-11-15 09:27 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.654 s -0.369
2022-11-15 09:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.383 s 0.978
2022-11-15 09:31 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.138 s -0.714
2022-11-15 09:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.647 s 0.008
2022-11-15 09:41 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.584 s -0.475
2022-11-15 09:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.896 s 0.315
2022-11-15 09:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.232 s 0.693
2022-11-15 09:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.493 s 0.347
2022-11-15 09:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.272 s -1.305
2022-11-15 09:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 0.228
2022-11-15 09:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.191 s 1.148
2022-11-15 09:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.223 s 1.981
2022-11-15 09:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.353 s 0.220
2022-11-15 09:36 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.196 s -0.508
2022-11-15 09:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.953 s -1.082
2022-11-15 09:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.203 s 2.009
2022-11-15 09:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.525 s 0.536
2022-11-15 09:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.082
2022-11-15 09:37 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.829 s -2.567
2022-11-15 09:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.579 s -0.309
2022-11-15 09:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.942 s -1.524
2022-11-15 09:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.864 s -0.363
2022-11-15 09:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s 0.562
2022-11-15 09:39 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.739 s -0.010
2022-11-15 09:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.318 s -0.696
2022-11-15 09:34 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.863 s 0.234
2022-11-15 09:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.871
2022-11-15 09:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.256 s 1.637
2022-11-15 09:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.619
2022-11-15 09:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 0.401
2022-11-15 09:44 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.643 s 0.337
2022-11-15 09:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s 0.939
2022-11-15 09:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.538 s -0.171
2022-11-15 09:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.165
2022-11-15 09:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.279 s 0.850
2022-11-15 09:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.985 s -1.433
2022-11-15 09:48 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.021 s 0.564
2022-11-15 09:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.785 s -1.267
2022-11-15 09:56 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.151
2022-11-15 09:37 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.582 s 1.387
2022-11-15 09:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.410 s 0.092
2022-11-15 09:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.720 s -1.158
2022-11-15 09:37 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.286 s 0.489
2022-11-15 09:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 1.429
2022-11-15 09:41 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.593 s 0.422
2022-11-15 09:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.444 s 0.731
2022-11-15 09:57 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.313 s -0.525
2022-11-15 09:39 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.515 s -0.995
2022-11-15 09:42 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.320 s 1.161
2022-11-15 09:42 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.884 s 0.416
2022-11-15 09:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.382 s -0.357
2022-11-15 09:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.214 s 0.552
2022-11-15 09:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.189 s 1.453
2022-11-15 09:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.432 s -0.579
2022-11-15 09:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.862 s -0.133
2022-11-15 09:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.188 s 0.993
2022-11-15 09:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.210 s 0.492
2022-11-15 10:05 JavaScript Spread Vector int32Array 0.006 s 0.138
2022-11-15 10:05 JavaScript toArray Vector uint64Array
2022-11-15 09:42 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.521 s 0.871
2022-11-15 09:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.315 s 0.438
2022-11-15 09:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s 1.103
2022-11-15 09:56 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.706
2022-11-15 10:05 JavaScript toArray Vector int16Array
2022-11-15 09:42 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.053 s 0.041
2022-11-15 09:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.263 s -0.559
2022-11-15 09:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.364 s 0.917
2022-11-15 09:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s -0.289
2022-11-15 09:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s 0.308
2022-11-15 09:47 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.307 s -0.866
2022-11-15 09:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.134 s -0.612
2022-11-15 10:05 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.044
2022-11-15 10:05 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.497
2022-11-15 09:53 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.254 s -2.237
2022-11-15 09:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.817
2022-11-15 10:05 JavaScript Spread Vector float32Array 0.008 s 0.091
2022-11-15 10:05 JavaScript toArray Vector float32Array
2022-11-15 09:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.425 s -0.340
2022-11-15 09:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.287 s 1.187
2022-11-15 09:55 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 33.025 s -1.322
2022-11-15 10:05 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.046
2022-11-15 10:05 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.186 s 0.802
2022-11-15 09:56 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.566
2022-11-15 10:05 JavaScript toArray Vector uint32Array
2022-11-15 10:05 JavaScript toArray Vector int8Array
2022-11-15 10:05 JavaScript get Vector float32Array 0.002 s -0.130
2022-11-15 10:05 JavaScript get Vector numbers 0.002 s 0.152
2022-11-15 10:05 JavaScript Spread Vector float64Array 0.008 s 0.144
2022-11-15 10:05 JavaScript get Vector uint64Array 0.003 s -1.429
2022-11-15 10:05 JavaScript get Vector float64Array 0.002 s 0.145
2022-11-15 10:05 JavaScript get Vector booleans 0.002 s 0.200
2022-11-15 10:05 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.603
2022-11-15 10:05 JavaScript Iterate Vector uint32Array 0.002 s 0.023
2022-11-15 10:05 JavaScript Iterate Vector int8Array 0.002 s -1.474
2022-11-15 10:05 JavaScript Iterate Vector int32Array 0.002 s -0.735
2022-11-15 10:05 JavaScript toArray Vector uint8Array
2022-11-15 10:05 JavaScript get Vector int32Array 0.003 s -3.430
2022-11-15 10:05 JavaScript vectorFromArray numbers 0.016 s 0.406
2022-11-15 10:05 JavaScript vectorFromArray dictionary 0.016 s 1.089
2022-11-15 10:05 JavaScript Iterate Vector uint16Array 0.002 s -0.251
2022-11-15 10:05 JavaScript Iterate Vector uint64Array 0.004 s 0.385
2022-11-15 10:05 JavaScript Iterate Vector int16Array 0.002 s -0.108
2022-11-15 10:05 JavaScript Iterate Vector int64Array 0.004 s 0.149
2022-11-15 10:05 JavaScript vectorFromArray booleans 0.018 s -0.159
2022-11-15 10:05 JavaScript Iterate Vector uint8Array 0.002 s -0.804
2022-11-15 10:05 JavaScript Iterate Vector float32Array 0.002 s -0.574
2022-11-15 10:05 JavaScript Iterate Vector numbers 0.002 s -0.858
2022-11-15 10:05 JavaScript Iterate Vector dictionary 0.004 s 0.432
2022-11-15 10:05 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -1.538
2022-11-15 10:05 JavaScript Iterate Vector float64Array 0.002 s -0.881
2022-11-15 10:05 JavaScript Iterate Vector booleans 0.004 s 0.653
2022-11-15 10:05 JavaScript Iterate Vector string 0.127 s -0.076
2022-11-15 10:05 JavaScript Spread Vector uint16Array 0.006 s 0.252
2022-11-15 10:05 JavaScript Spread Vector int64Array 0.012 s -0.099
2022-11-15 10:05 JavaScript Spread Vector string 0.145 s 0.417
2022-11-15 10:05 JavaScript toArray Vector uint16Array
2022-11-15 10:05 JavaScript Spread Vector uint8Array 0.006 s 0.359
2022-11-15 10:05 JavaScript Spread Vector uint32Array 0.007 s 0.030
2022-11-15 10:05 JavaScript Spread Vector int8Array 0.006 s 0.348
2022-11-15 10:05 JavaScript toArray Vector int32Array
2022-11-15 10:05 JavaScript get Vector uint8Array 0.003 s -2.168
2022-11-15 10:05 JavaScript Spread Vector uint64Array 0.012 s -0.747
2022-11-15 10:05 JavaScript toArray Vector string 0.144 s 1.205
2022-11-15 10:05 JavaScript get Vector uint16Array 0.003 s -1.248
2022-11-15 10:05 JavaScript get Vector int16Array 0.003 s -2.735
2022-11-15 10:05 JavaScript get Vector int64Array 0.003 s -0.566
2022-11-15 10:05 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.039
2022-11-15 10:05 JavaScript Spread Vector int16Array 0.006 s 0.325
2022-11-15 10:05 JavaScript Spread Vector booleans 0.010 s 0.515
2022-11-15 10:05 JavaScript toArray Vector booleans 0.010 s 0.646
2022-11-15 10:05 JavaScript get Vector string 0.123 s 0.814
2022-11-15 10:05 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 1.134
2022-11-15 10:05 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.231
2022-11-15 10:05 JavaScript Spread Vector numbers 0.008 s 0.205
2022-11-15 10:05 JavaScript Spread Vector dictionary 0.010 s -0.408
2022-11-15 10:05 JavaScript toArray Vector numbers
2022-11-15 10:05 JavaScript toArray Vector dictionary 0.010 s 0.217
2022-11-15 10:05 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.295
2022-11-15 10:05 JavaScript toArray Vector int64Array
2022-11-15 10:05 JavaScript toArray Vector float64Array
2022-11-15 10:05 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.188
2022-11-15 10:05 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 10:05 JavaScript get Vector uint32Array 0.003 s -1.892
2022-11-15 10:05 JavaScript get Vector int8Array 0.003 s -2.323
2022-11-15 10:05 JavaScript Parse read recordBatches, tracks 0.000 s -1.048
2022-11-15 10:05 JavaScript get Vector dictionary 0.002 s 0.917
2022-11-15 10:05 JavaScript Table tracks, 1,000,000 0.050 s -0.024
2022-11-15 10:05 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.149
2022-11-15 10:05 JavaScript Parse write recordBatches, tracks 0.002 s 0.561
2022-11-15 10:05 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.569
2022-11-15 10:05 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.265
2022-11-15 10:05 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.233
2022-11-15 10:05 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.294
2022-11-15 10:05 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-15 10:05 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-15 10:05 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.189 s -0.142
2022-11-15 10:05 JavaScript Table tracks, 1,000,000 0.277 s -0.192
2022-11-15 10:05 JavaScript Table tracks, 1,000,000 0.094 s 1.200
2022-11-15 10:05 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 10:05 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.176
2022-11-15 10:05 JavaScript Table 1,000,000, tracks 0.248 s 1.090
2022-11-15 10:05 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.629