Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 16:35 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.394 s 0.399
2022-11-09 17:07 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.313 s 0.557
2022-11-09 17:07 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.547 s -0.100
2022-11-09 16:23 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.434 s -1.501
2022-11-09 16:26 Python dataframe-to-table chi_traffic_2020_Q1 19.999 s 1.824
2022-11-09 16:26 Python dataframe-to-table type_strings 0.449 s -0.207
2022-11-09 16:27 Python dataframe-to-table type_integers 0.010 s 0.812
2022-11-09 16:27 Python dataframe-to-table type_floats 0.011 s -10.772
2022-11-09 16:27 Python dataframe-to-table type_nested 2.800 s 1.394
2022-11-09 16:21 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.245 s 0.248
2022-11-09 16:21 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.685 s 0.018
2022-11-09 16:22 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.654 s -0.508
2022-11-09 16:23 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.134 s -0.383
2022-11-09 16:25 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.219 s -0.765
2022-11-09 16:27 Python dataset-filter nyctaxi_2010-01 0.991 s 0.318
2022-11-09 16:31 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 85.958 s -0.413
2022-11-09 16:23 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.593 s -0.422
2022-11-09 16:27 Python dataframe-to-table type_dict 0.012 s -0.584
2022-11-09 16:24 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.209 s -0.453
2022-11-09 16:47 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.051 s 0.145
2022-11-09 16:48 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.611 s -0.604
2022-11-09 16:50 Python file-read lz4, feather, table, nyctaxi_2010-01 0.683 s 0.930
2022-11-09 16:50 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 9.997 s 1.373
2022-11-09 16:47 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.043 s 0.216
2022-11-09 16:48 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.483 s -0.186
2022-11-09 16:48 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.586 s -0.272
2022-11-09 16:48 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.181 s 1.236
2022-11-09 16:47 Python dataset-read async=True, nyctaxi_multi_ipc_s3 226.038 s -0.330
2022-11-09 16:49 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.395 s -1.089
2022-11-09 16:49 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.906 s 0.510
2022-11-09 16:50 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.355 s -0.164
2022-11-09 16:47 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.285 s 0.153
2022-11-09 16:48 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.322 s 0.815
2022-11-09 16:48 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.675 s -0.014
2022-11-09 16:48 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.149 s 0.755
2022-11-09 16:49 Python file-read lz4, feather, table, fanniemae_2016Q4 0.840 s -2.176
2022-11-09 16:49 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.968 s -0.717
2022-11-09 16:47 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.056 s 1.155
2022-11-09 16:47 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.181 s 0.098
2022-11-09 16:48 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.472 s 0.105
2022-11-09 16:53 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 21.544 s -6.479
2022-11-09 16:48 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.104 s 0.903
2022-11-09 16:52 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.322 s 1.373
2022-11-09 16:55 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.649 s 0.050
2022-11-09 16:57 Python wide-dataframe use_legacy_dataset=false 0.507 s 0.941
2022-11-09 17:06 R dataframe-to-table type_floats, R 0.013 s 1.002
2022-11-09 16:47 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.185 s 0.445
2022-11-09 16:49 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.798 s -0.891
2022-11-09 16:49 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.952 s 0.217
2022-11-09 16:49 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.915 s -0.085
2022-11-09 16:54 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 15.397 s -9.565
2022-11-09 16:57 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 3.206 s -8.872
2022-11-09 16:49 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.943 s -1.176
2022-11-09 16:50 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.603 s -0.555
2022-11-09 16:57 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.981 s -0.301
2022-11-09 16:51 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 21.220 s -6.337
2022-11-09 17:07 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.290 s 0.038
2022-11-09 17:08 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.595 s -0.034
2022-11-09 16:54 Python file-write lz4, feather, table, fanniemae_2016Q4 1.557 s 0.088
2022-11-09 16:56 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.572 s -8.896
2022-11-09 16:57 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.807 s -7.293
2022-11-09 17:06 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.299 s -0.139
2022-11-09 16:53 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.058 s -0.397
2022-11-09 16:55 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 12.410 s -10.102
2022-11-09 16:56 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.576 s 0.036
2022-11-09 16:57 Python wide-dataframe use_legacy_dataset=true 0.375 s 0.415
2022-11-09 16:57 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.499 s -10.973
2022-11-09 16:57 Python file-write lz4, feather, table, nyctaxi_2010-01 1.616 s 0.889
2022-11-09 17:13 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.855 s 1.459
2022-11-09 17:09 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.820 s 0.141
2022-11-09 17:12 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.052 s 1.399
2022-11-09 17:08 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.887 s -0.102
2022-11-09 17:05 R dataframe-to-table chi_traffic_2020_Q1, R 4.307 s 0.026
2022-11-09 17:06 R dataframe-to-table type_strings, R 0.538 s 0.433
2022-11-09 17:06 R dataframe-to-table type_dict, R 0.058 s 0.047
2022-11-09 17:06 R dataframe-to-table type_integers, R 0.010 s 1.307
2022-11-09 17:08 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.536 s 0.339
2022-11-09 17:09 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.587 s -1.261
2022-11-09 17:06 R dataframe-to-table type_nested, R 0.572 s 0.744
2022-11-09 17:07 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.549 s -0.008
2022-11-09 17:07 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.324
2022-11-09 17:09 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.217 s -0.501
2022-11-09 17:08 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.540 s 0.322
2022-11-09 17:08 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.890 s -0.077
2022-11-09 17:09 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.912 s -1.632
2022-11-09 17:08 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.844 s 0.797
2022-11-09 17:10 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.441 s 1.424
2022-11-09 17:15 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.950 s 0.757
2022-11-09 17:17 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.908 s 0.751
2022-11-09 17:14 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.505 s 1.377
2022-11-09 17:17 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.488 s 0.652
2022-11-09 17:18 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.383 s 0.381
2022-11-09 17:19 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.048 s 0.225
2022-11-09 17:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.891 s 0.726
2022-11-09 17:20 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 6.015 s 0.083
2022-11-09 17:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.259 s 0.658
2022-11-09 17:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 0.555
2022-11-09 17:28 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.792 s -1.091
2022-11-09 17:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.537
2022-11-09 17:21 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.788 s 0.221
2022-11-09 17:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.423
2022-11-09 17:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.330 s 0.466
2022-11-09 17:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 0.474
2022-11-09 17:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.634 s 0.145
2022-11-09 17:34 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.627 s 0.585
2022-11-09 17:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s 0.128
2022-11-09 17:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.507 s -0.616
2022-11-09 17:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.309 s -1.061
2022-11-09 17:23 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.305 s 0.536
2022-11-09 17:27 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.591 s -0.036
2022-11-09 17:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s 0.089
2022-11-09 17:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.153
2022-11-09 17:23 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.967 s 0.150
2022-11-09 17:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.428 s 0.159
2022-11-09 17:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.649 s 0.550
2022-11-09 17:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.526 s -0.773
2022-11-09 17:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.230 s 0.229
2022-11-09 17:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.906 s 0.125
2022-11-09 17:25 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.468 s 0.104
2022-11-09 17:26 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.216 s -1.066
2022-11-09 17:26 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.564 s -0.231
2022-11-09 17:24 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.319 s -0.846
2022-11-09 17:26 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.252 s -0.656
2022-11-09 17:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.375
2022-11-09 17:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.223
2022-11-09 17:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.587 s -0.291
2022-11-09 17:26 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.552 s -0.076
2022-11-09 17:28 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.010 s -0.095
2022-11-09 17:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 0.583
2022-11-09 17:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.223
2022-11-09 17:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.423
2022-11-09 17:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s 0.255
2022-11-09 17:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s 0.320
2022-11-09 17:47 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s 0.543
2022-11-09 17:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s -0.242
2022-11-09 17:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.342 s 0.284
2022-11-09 17:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s 0.154
2022-11-09 17:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.052 s -0.517
2022-11-09 17:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.925 s -0.453
2022-11-09 17:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.450
2022-11-09 17:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.369 s 0.130
2022-11-09 17:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.490
2022-11-09 17:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.419
2022-11-09 17:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.548
2022-11-09 17:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.317 s 0.247
2022-11-09 17:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s 0.202
2022-11-09 17:37 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.772 s 0.295
2022-11-09 17:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.433 s 0.691
2022-11-09 17:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.949 s 0.477
2022-11-09 17:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.750 s -0.820
2022-11-09 17:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.297 s 0.387
2022-11-09 17:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.583 s -0.031
2022-11-09 17:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.322 s 0.797
2022-11-09 17:34 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.696 s -0.286
2022-11-09 17:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.379
2022-11-09 17:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.280 s 0.493
2022-11-09 17:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.329 s 0.510
2022-11-09 17:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 0.555
2022-11-09 17:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.263 s 0.545
2022-11-09 17:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s 0.197
2022-11-09 17:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.334
2022-11-09 17:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.400
2022-11-09 17:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 0.702
2022-11-09 17:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.166 s 0.361
2022-11-09 17:37 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.654 s -0.089
2022-11-09 17:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.712 s -0.098
2022-11-09 17:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.602 s 0.599
2022-11-09 17:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.764 s -0.920
2022-11-09 17:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s 0.386
2022-11-09 17:48 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.307 s 0.567
2022-11-09 17:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.699 s 0.537
2022-11-09 17:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.625 s -0.854
2022-11-09 17:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 0.452
2022-11-09 17:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 0.323
2022-11-09 17:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.212
2022-11-09 17:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.488
2022-11-09 17:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.418 s 0.299
2022-11-09 17:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.265 s 0.585
2022-11-09 17:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.388
2022-11-09 17:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.357
2022-11-09 17:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.366 s 0.158
2022-11-09 17:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.359 s 0.543
2022-11-09 17:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.647 s 0.137
2022-11-09 17:41 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.140 s -0.732
2022-11-09 17:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.512
2022-11-09 17:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.333
2022-11-09 17:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 0.603
2022-11-09 17:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.297 s 0.414
2022-11-09 17:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.200 s 0.346
2022-11-09 17:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.056 s 2.333
2022-11-09 17:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.289 s 0.617
2022-11-09 17:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 0.557
2022-11-09 17:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.763 s 0.223
2022-11-09 17:44 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.854 s 1.554
2022-11-09 17:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.861 s -0.109
2022-11-09 17:44 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.136 s 0.157
2022-11-09 17:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s 0.430
2022-11-09 17:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.247 s 0.185
2022-11-09 17:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.296 s -0.127
2022-11-09 17:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.354 s 0.063
2022-11-09 17:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s 0.394
2022-11-09 17:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.321 s 1.116
2022-11-09 17:44 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.523 s 0.598
2022-11-09 17:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.512 s 0.654
2022-11-09 17:47 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.817 s 0.843
2022-11-09 17:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 0.596
2022-11-09 17:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.323 s 0.707
2022-11-09 17:47 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.280 s 1.184
2022-11-09 17:47 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.580 s 1.047
2022-11-09 17:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.407
2022-11-09 17:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.253 s 0.280
2022-11-09 17:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.219
2022-11-09 17:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.189 s 0.509
2022-11-09 17:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.306
2022-11-09 17:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.321 s 0.264
2022-11-09 17:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.424 s 0.590
2022-11-09 17:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.592 s 0.551
2022-11-09 17:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.916 s -0.143
2022-11-09 17:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.404
2022-11-09 17:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.519 s -0.816
2022-11-09 17:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.497
2022-11-09 17:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.531
2022-11-09 17:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.200 s 0.483
2022-11-09 17:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s 0.230
2022-11-09 17:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.583 s -0.595
2022-11-09 17:52 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.322 s 1.108
2022-11-09 17:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.602 s -0.813
2022-11-09 17:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s 0.295
2022-11-09 17:52 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.892 s 0.153
2022-11-09 17:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.214 s 0.627
2022-11-09 17:52 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.281
2022-11-09 17:52 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.527 s 0.067
2022-11-09 17:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.214 s 0.367
2022-11-09 17:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.252 s 0.388
2022-11-09 17:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.210 s 0.305
2022-11-09 17:52 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.047 s 0.164
2022-11-09 17:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s 0.205
2022-11-09 17:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.501 s 0.426
2022-11-09 17:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.963 s -0.301
2022-11-09 17:54 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.754 s -0.688
2022-11-09 17:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.402 s 0.644
2022-11-09 17:54 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.657 s 0.661
2022-11-09 17:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.543 s -0.419
2022-11-09 17:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.401 s 0.435
2022-11-09 17:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.382
2022-11-09 17:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.418
2022-11-09 17:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s 0.336
2022-11-09 17:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.272
2022-11-09 17:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s 0.085
2022-11-09 17:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.431 s -0.772
2022-11-09 17:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.762
2022-11-09 17:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.942 s 0.325
2022-11-09 17:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.299 s -0.318
2022-11-09 17:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 8.983 s 0.792
2022-11-09 17:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.503
2022-11-09 17:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.861 s -0.101
2022-11-09 17:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.701
2022-11-09 17:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.423 s -0.219
2022-11-09 17:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.257 s 0.563
2022-11-09 17:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.286 s 0.620
2022-11-09 18:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.863 s 0.032
2022-11-09 17:56 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.177 s 1.304
2022-11-09 17:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 0.266
2022-11-09 18:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.882 s 0.553
2022-11-09 18:05 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.649 s 0.704
2022-11-09 18:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s 0.239
2022-11-09 18:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.254 s 0.421
2022-11-09 18:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.777 s 0.389
2022-11-09 18:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s 0.307
2022-11-09 18:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.602 s 0.534
2022-11-09 18:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.376 s 0.472
2022-11-09 18:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.438 s 0.192
2022-11-09 18:15 JavaScript toArray Vector uint32Array
2022-11-09 18:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s 0.170
2022-11-09 18:07 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.298 s -0.124
2022-11-09 18:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.706 s 0.662
2022-11-09 18:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.138 s -0.247
2022-11-09 18:15 JavaScript Iterate Vector uint8Array 0.002 s 1.824
2022-11-09 18:15 JavaScript Spread Vector float64Array 0.008 s 0.286
2022-11-09 18:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.947 s -0.038
2022-11-09 18:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.191
2022-11-09 18:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.444 s 0.496
2022-11-09 18:15 JavaScript vectorFromArray numbers 0.017 s -0.958
2022-11-09 18:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.262
2022-11-09 18:15 JavaScript vectorFromArray booleans 0.018 s -2.089
2022-11-09 18:15 JavaScript Iterate Vector uint64Array 0.004 s -2.453
2022-11-09 18:15 JavaScript toArray Vector uint16Array
2022-11-09 18:15 JavaScript toArray Vector uint64Array
2022-11-09 18:15 JavaScript toArray Vector string 0.144 s 0.912
2022-11-09 18:15 JavaScript Parse read recordBatches, tracks 0.000 s 0.484
2022-11-09 18:15 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -1.906
2022-11-09 18:15 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 1.086
2022-11-09 18:15 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -1.420
2022-11-09 18:15 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -2.856
2022-11-09 18:15 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.157
2022-11-09 18:15 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 1.070
2022-11-09 18:15 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.082
2022-11-09 18:15 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-09 18:15 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-09 18:15 JavaScript vectorFromArray dictionary 0.018 s -2.119
2022-11-09 18:15 JavaScript Iterate Vector uint16Array 0.002 s 0.120
2022-11-09 18:15 JavaScript Iterate Vector uint32Array 0.002 s -0.506
2022-11-09 18:15 JavaScript Iterate Vector int8Array 0.002 s 0.921
2022-11-09 18:15 JavaScript Iterate Vector int16Array 0.002 s 0.261
2022-11-09 18:15 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.083
2022-11-09 18:15 JavaScript Iterate Vector int32Array 0.002 s 0.504
2022-11-09 18:15 JavaScript Iterate Vector float64Array 0.002 s 0.763
2022-11-09 18:15 JavaScript Spread Vector uint16Array 0.006 s 0.013
2022-11-09 18:15 JavaScript Spread Vector float32Array 0.008 s -0.019
2022-11-09 18:15 JavaScript toArray Vector float64Array
2022-11-09 18:15 JavaScript toArray Vector numbers
2022-11-09 18:15 JavaScript Iterate Vector int64Array 0.004 s -2.249
2022-11-09 18:15 JavaScript Iterate Vector float32Array 0.002 s -0.209
2022-11-09 18:15 JavaScript Iterate Vector numbers 0.002 s 0.689
2022-11-09 18:15 JavaScript Iterate Vector booleans 0.004 s -0.140
2022-11-09 18:15 JavaScript Iterate Vector string 0.126 s 0.199
2022-11-09 18:15 JavaScript Spread Vector uint32Array 0.006 s 0.804
2022-11-09 18:15 JavaScript Iterate Vector dictionary 0.004 s -0.645
2022-11-09 18:15 JavaScript Spread Vector uint8Array 0.006 s 0.510
2022-11-09 18:15 JavaScript Spread Vector uint64Array 0.012 s -1.354
2022-11-09 18:15 JavaScript Spread Vector int8Array 0.006 s 0.086
2022-11-09 18:15 JavaScript Spread Vector int16Array 0.006 s 0.387
2022-11-09 18:15 JavaScript toArray Vector dictionary 0.010 s -0.482
2022-11-09 18:15 JavaScript Spread Vector int32Array 0.007 s -0.616
2022-11-09 18:15 JavaScript Spread Vector int64Array 0.012 s -1.615
2022-11-09 18:15 JavaScript toArray Vector int8Array
2022-11-09 18:15 JavaScript toArray Vector int16Array
2022-11-09 18:15 JavaScript toArray Vector int32Array
2022-11-09 18:15 JavaScript toArray Vector int64Array
2022-11-09 18:15 JavaScript toArray Vector float32Array
2022-11-09 18:15 JavaScript Spread Vector numbers 0.008 s 0.066
2022-11-09 18:15 JavaScript Spread Vector booleans 0.010 s 0.396
2022-11-09 18:15 JavaScript Spread Vector dictionary 0.010 s -0.799
2022-11-09 18:15 JavaScript Spread Vector string 0.147 s -0.545
2022-11-09 18:15 JavaScript toArray Vector uint8Array
2022-11-09 18:15 JavaScript toArray Vector booleans 0.010 s -0.736
2022-11-09 18:15 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-09 18:15 JavaScript get Vector uint8Array 0.003 s 0.027
2022-11-09 18:15 JavaScript get Vector uint16Array 0.003 s 0.264
2022-11-09 18:15 JavaScript get Vector int32Array 0.003 s 1.075
2022-11-09 18:15 JavaScript get Vector int64Array 0.003 s 0.078
2022-11-09 18:15 JavaScript get Vector float32Array 0.002 s -0.108
2022-11-09 18:15 JavaScript get Vector float64Array 0.002 s 0.130
2022-11-09 18:15 JavaScript get Vector uint32Array 0.003 s 0.784
2022-11-09 18:15 JavaScript get Vector uint64Array 0.003 s -0.172
2022-11-09 18:15 JavaScript get Vector numbers 0.002 s 0.123
2022-11-09 18:15 JavaScript get Vector booleans 0.002 s 0.250
2022-11-09 18:15 JavaScript get Vector string 0.126 s -0.807
2022-11-09 18:15 JavaScript Table tracks, 1,000,000 0.050 s 0.075
2022-11-09 18:15 JavaScript Table tracks, 1,000,000 0.279 s -0.240
2022-11-09 18:15 JavaScript get Vector int8Array 0.003 s -0.027
2022-11-09 18:15 JavaScript get Vector int16Array 0.003 s 0.961
2022-11-09 18:15 JavaScript get Vector dictionary 0.002 s -1.355
2022-11-09 18:15 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.132
2022-11-09 18:15 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.417
2022-11-09 18:15 JavaScript Parse write recordBatches, tracks 0.002 s -0.060
2022-11-09 18:15 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.032
2022-11-09 18:15 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -1.263
2022-11-09 18:15 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.801
2022-11-09 18:15 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-09 18:15 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.185 s 1.066
2022-11-09 18:15 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.188 s 0.135
2022-11-09 18:15 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.046
2022-11-09 18:15 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.650
2022-11-09 18:15 JavaScript Table 1,000,000, tracks 0.304 s -1.464
2022-11-09 18:15 JavaScript Table tracks, 1,000,000 0.094 s 1.122
2022-11-09 18:15 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.108
2022-11-09 18:15 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -0.892