Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 10:07 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.475 s -0.004
2022-11-08 10:08 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.363 s -0.870
2022-11-08 09:45 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.233 s -0.872
2022-11-08 09:51 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 69.744 s 1.657
2022-11-08 09:44 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.201 s -0.479
2022-11-08 09:47 Python dataframe-to-table type_integers 0.010 s -0.176
2022-11-08 09:41 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.688 s -0.281
2022-11-08 10:06 Python dataset-read async=True, nyctaxi_multi_ipc_s3 214.529 s 1.033
2022-11-08 10:06 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.149 s 0.676
2022-11-08 10:08 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.939 s 0.937
2022-11-08 09:41 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.254 s -0.371
2022-11-08 09:42 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.637 s -0.503
2022-11-08 09:47 Python dataframe-to-table type_nested 2.817 s 0.956
2022-11-08 10:07 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.607 s -0.533
2022-11-08 10:08 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.934 s 0.354
2022-11-08 10:08 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.382 s -1.015
2022-11-08 10:13 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.336 s 4.819
2022-11-08 09:46 Python dataframe-to-table chi_traffic_2020_Q1 20.050 s 1.888
2022-11-08 10:07 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.472 s 0.025
2022-11-08 10:10 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.161 s 5.490
2022-11-08 10:06 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.220 s -0.061
2022-11-08 10:24 R dataframe-to-table chi_traffic_2020_Q1, R 4.313 s -0.098
2022-11-08 10:07 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.109 s 0.699
2022-11-08 10:07 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.337 s -1.154
2022-11-08 10:24 R dataframe-to-table type_floats, R 0.013 s 1.172
2022-11-08 09:47 Python dataframe-to-table type_floats 0.010 s 0.686
2022-11-08 10:08 Python file-read lz4, feather, table, fanniemae_2016Q4 0.826 s -0.319
2022-11-08 10:24 R dataframe-to-table type_strings, R 0.537 s 0.599
2022-11-08 09:43 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.527 s -0.241
2022-11-08 09:43 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.130 s 0.046
2022-11-08 09:47 Python dataframe-to-table type_dict 0.011 s -0.264
2022-11-08 09:47 Python dataset-filter nyctaxi_2010-01 0.991 s 0.327
2022-11-08 10:06 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.660 s 0.180
2022-11-08 09:43 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.426 s -0.142
2022-11-08 10:06 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.050 s 0.153
2022-11-08 10:08 Python file-read lz4, feather, table, nyctaxi_2010-01 0.689 s -0.294
2022-11-08 10:14 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.591 s -0.430
2022-11-08 10:15 Python file-write lz4, feather, table, nyctaxi_2010-01 1.752 s -0.499
2022-11-08 10:16 Python wide-dataframe use_legacy_dataset=false 0.511 s 0.702
2022-11-08 10:24 R dataframe-to-table type_dict, R 0.057 s 0.089
2022-11-08 10:12 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.463 s 5.718
2022-11-08 10:07 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.776 s -0.784
2022-11-08 10:11 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.309 s 1.725
2022-11-08 10:25 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.568 s -0.507
2022-11-08 09:47 Python dataframe-to-table type_strings 0.417 s 11.162
2022-11-08 09:55 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 82.212 s 0.141
2022-11-08 10:08 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.948 s 0.756
2022-11-08 10:08 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.911 s 0.162
2022-11-08 10:08 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.913 s -0.021
2022-11-08 10:06 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.040 s 0.211
2022-11-08 10:13 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.393 s 3.760
2022-11-08 10:26 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.541 s 0.246
2022-11-08 10:06 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.217 s -0.428
2022-11-08 10:08 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.604 s -0.713
2022-11-08 10:12 Python file-write uncompressed, feather, table, fanniemae_2016Q4 4.976 s 0.088
2022-11-08 10:25 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.550 s -0.214
2022-11-08 10:26 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.569 s -0.062
2022-11-08 10:26 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.887 s -0.167
2022-11-08 10:06 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.123 s 0.839
2022-11-08 10:06 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.296 s -0.019
2022-11-08 10:15 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.980 s -0.204
2022-11-08 10:28 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.438 s 1.703
2022-11-08 10:06 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.197 s -0.429
2022-11-08 10:07 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.575 s 0.125
2022-11-08 10:09 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 9.985 s 1.686
2022-11-08 10:15 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.040 s 2.194
2022-11-08 10:24 R dataframe-to-table type_integers, R 0.010 s 1.539
2022-11-08 10:27 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.212 s 3.150
2022-11-08 10:13 Python file-write lz4, feather, table, fanniemae_2016Q4 1.554 s 0.443
2022-11-08 10:14 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.659 s -0.181
2022-11-08 10:14 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.111 s 2.079
2022-11-08 10:25 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.313 s 0.255
2022-11-08 10:27 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.585 s -0.996
2022-11-08 10:15 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.380 s 1.099
2022-11-08 10:16 Python wide-dataframe use_legacy_dataset=true 0.434 s -6.579
2022-11-08 10:26 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.596 s -0.375
2022-11-08 10:15 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.761 s 2.841
2022-11-08 10:25 R dataframe-to-table type_nested, R 0.570 s 1.277
2022-11-08 10:31 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.859 s 1.696
2022-11-08 10:25 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.292 s -0.076
2022-11-08 10:26 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.852 s -0.571
2022-11-08 10:27 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.825 s -1.284
2022-11-08 10:30 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.045 s 1.726
2022-11-08 10:25 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.306 s -0.322
2022-11-08 10:26 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.535 s 0.459
2022-11-08 10:27 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.889 s 0.032
2022-11-08 10:27 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.907 s -0.791
2022-11-08 10:33 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.956 s -0.314
2022-11-08 10:33 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.510 s 1.616
2022-11-08 10:37 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.364 s 0.713
2022-11-08 10:35 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.489 s 0.644
2022-11-08 10:35 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.928 s 0.373
2022-11-08 10:39 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 6.019 s 0.021
2022-11-08 10:37 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.059 s 0.075
2022-11-08 10:40 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.796 s 0.141
2022-11-08 10:42 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.319 s -0.979
2022-11-08 10:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.197 s -0.126
2022-11-08 10:43 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.467 s 0.210
2022-11-08 10:44 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.534 s 0.245
2022-11-08 10:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.345 s 0.266
2022-11-08 10:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s 0.300
2022-11-08 10:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s 0.332
2022-11-08 10:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.008 s 0.023
2022-11-08 10:41 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.976 s 0.064
2022-11-08 10:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.003
2022-11-08 10:44 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.221 s -1.437
2022-11-08 10:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s 0.561
2022-11-08 10:42 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.305 s 0.559
2022-11-08 10:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.589 s -0.404
2022-11-08 10:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.062 s -0.784
2022-11-08 10:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.194 s 0.498
2022-11-08 10:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s 0.145
2022-11-08 10:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.431
2022-11-08 10:45 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.600 s -0.348
2022-11-08 10:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.784 s -1.103
2022-11-08 10:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.430 s 0.199
2022-11-08 10:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s 0.253
2022-11-08 10:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 0.411
2022-11-08 10:44 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.560 s 0.175
2022-11-08 10:45 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.246 s 0.374
2022-11-08 10:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.054
2022-11-08 10:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.198 s -0.104
2022-11-08 10:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.276 s 0.441
2022-11-08 10:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.498
2022-11-08 10:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.530
2022-11-08 10:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.654 s 0.452
2022-11-08 10:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.566
2022-11-08 10:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.300 s 0.318
2022-11-08 10:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.575 s -1.479
2022-11-08 10:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s 0.438
2022-11-08 10:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.927 s -0.379
2022-11-08 10:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s 0.513
2022-11-08 10:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.909 s 0.022
2022-11-08 10:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.257 s 0.564
2022-11-08 10:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 0.488
2022-11-08 10:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.326 s 0.514
2022-11-08 10:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.166 s 0.489
2022-11-08 10:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.418
2022-11-08 10:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.621
2022-11-08 10:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.638 s 0.093
2022-11-08 10:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.398
2022-11-08 10:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.312 s 0.638
2022-11-08 10:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s 0.571
2022-11-08 10:53 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s 0.263
2022-11-08 10:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.749 s -0.960
2022-11-08 10:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.477
2022-11-08 10:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.422
2022-11-08 10:53 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s 0.130
2022-11-08 10:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.175 s 0.395
2022-11-08 10:53 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.508 s -0.744
2022-11-08 10:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.521
2022-11-08 10:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s 0.282
2022-11-08 10:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s 0.229
2022-11-08 10:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.291 s -0.965
2022-11-08 10:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.483
2022-11-08 10:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s 0.246
2022-11-08 10:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.647 s -1.262
2022-11-08 10:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.771 s 0.426
2022-11-08 10:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.521
2022-11-08 10:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.655 s 0.021
2022-11-08 10:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.397
2022-11-08 10:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.544
2022-11-08 10:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.570
2022-11-08 10:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.714 s 0.020
2022-11-08 10:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.607 s 0.512
2022-11-08 10:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.422 s 0.273
2022-11-08 10:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.556
2022-11-08 10:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.553
2022-11-08 10:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.726 s -0.511
2022-11-08 10:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.249 s 0.500
2022-11-08 11:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.861 s 0.996
2022-11-08 10:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.137 s -0.768
2022-11-08 11:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.764 s -1.118
2022-11-08 11:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.181 s -0.416
2022-11-08 10:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.581
2022-11-08 10:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.586
2022-11-08 10:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.405
2022-11-08 10:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.454
2022-11-08 10:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.766 s 0.232
2022-11-08 11:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.299 s 0.375
2022-11-08 11:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.523 s 0.672
2022-11-08 10:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.938 s 1.021
2022-11-08 11:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.328 s 0.424
2022-11-08 11:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.332 s 0.315
2022-11-08 11:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.298 s -0.059
2022-11-08 11:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.325 s 0.560
2022-11-08 11:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.277 s 1.400
2022-11-08 10:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.394
2022-11-08 11:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.568
2022-11-08 11:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.227 s 0.498
2022-11-08 11:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s 0.300
2022-11-08 11:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.462 s 0.843
2022-11-08 11:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.409 s 0.520
2022-11-08 11:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.821 s 0.520
2022-11-08 11:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.653 s -0.089
2022-11-08 11:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.139 s 0.093
2022-11-08 11:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.352 s 0.446
2022-11-08 11:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.581 s 0.940
2022-11-08 11:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.861 s 0.029
2022-11-08 11:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.563
2022-11-08 11:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.201 s 0.346
2022-11-08 11:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s 0.415
2022-11-08 10:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s 0.634
2022-11-08 11:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.895 s 0.631
2022-11-08 11:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.516 s 0.364
2022-11-08 11:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s 0.240
2022-11-08 11:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.206 s 0.437
2022-11-08 11:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.437
2022-11-08 11:06 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.312 s 0.465
2022-11-08 11:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.381
2022-11-08 11:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s 0.236
2022-11-08 11:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.916 s -0.064
2022-11-08 11:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.323 s 0.113
2022-11-08 11:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.520 s -0.763
2022-11-08 11:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.425 s 0.593
2022-11-08 11:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.745 s -0.327
2022-11-08 11:08 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.578 s 0.007
2022-11-08 11:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.202 s 0.467
2022-11-08 11:08 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.247 s 0.260
2022-11-08 11:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.864 s -0.315
2022-11-08 11:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.395 s 0.579
2022-11-08 11:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.527
2022-11-08 11:08 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s 0.275
2022-11-08 11:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.235 s 0.496
2022-11-08 11:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.216 s 0.374
2022-11-08 11:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.211
2022-11-08 11:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.704 s -0.256
2022-11-08 11:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.206 s 0.625
2022-11-08 11:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.591 s 0.679
2022-11-08 11:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.499
2022-11-08 11:33 JavaScript Iterate Vector numbers 0.002 s 0.574
2022-11-08 11:33 JavaScript toArray Vector int32Array
2022-11-08 11:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.609 s -1.023
2022-11-08 11:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.529 s 0.051
2022-11-08 11:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.378 s 0.501
2022-11-08 11:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.047 s 0.243
2022-11-08 11:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.468
2022-11-08 11:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.191 s 0.445
2022-11-08 11:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.441
2022-11-08 11:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.786 s 0.203
2022-11-08 11:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s 0.294
2022-11-08 11:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.222 s 0.308
2022-11-08 11:33 JavaScript Iterate Vector string 0.125 s 0.919
2022-11-08 11:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.215 s 0.544
2022-11-08 11:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.890 s 0.460
2022-11-08 11:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.263 s -0.765
2022-11-08 11:21 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.955 s -0.057
2022-11-08 11:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.321
2022-11-08 11:23 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 33.095 s -1.293
2022-11-08 11:33 JavaScript vectorFromArray numbers 0.016 s 0.472
2022-11-08 11:33 JavaScript vectorFromArray dictionary 0.017 s 0.586
2022-11-08 11:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.281 s 0.274
2022-11-08 11:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.324 s 0.859
2022-11-08 11:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s 0.302
2022-11-08 11:23 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.196 s 0.072
2022-11-08 11:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.212 s 0.357
2022-11-08 11:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.264 s 0.104
2022-11-08 11:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.287 s 0.578
2022-11-08 11:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.603 s 0.500
2022-11-08 11:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.934 s 0.954
2022-11-08 11:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.539 s 0.069
2022-11-08 11:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.796
2022-11-08 11:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.259 s 0.472
2022-11-08 11:33 JavaScript vectorFromArray booleans 0.018 s 0.238
2022-11-08 11:33 JavaScript Iterate Vector uint8Array 0.002 s 0.028
2022-11-08 11:33 JavaScript Spread Vector numbers 0.008 s -0.517
2022-11-08 11:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.317 s 0.250
2022-11-08 11:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s 0.255
2022-11-08 11:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s 0.295
2022-11-08 11:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.425 s -0.320
2022-11-08 11:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.369 s 0.151
2022-11-08 11:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.128 s 0.177
2022-11-08 11:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.307 s -0.080
2022-11-08 11:33 JavaScript Iterate Vector booleans 0.004 s -0.901
2022-11-08 11:33 JavaScript Spread Vector int64Array 0.012 s 1.175
2022-11-08 11:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s 0.392
2022-11-08 11:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.659 s 0.622
2022-11-08 11:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.309 s -1.115
2022-11-08 11:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.016 s 0.393
2022-11-08 11:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.406 s 0.416
2022-11-08 11:33 JavaScript Iterate Vector uint16Array 0.002 s -0.460
2022-11-08 11:33 JavaScript Spread Vector uint64Array 0.012 s 1.358
2022-11-08 11:33 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.972
2022-11-08 11:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.531 s -0.754
2022-11-08 11:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.432 s -0.818
2022-11-08 11:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.953 s -0.263
2022-11-08 11:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s 0.323
2022-11-08 11:33 JavaScript Iterate Vector int64Array 0.004 s 0.708
2022-11-08 11:33 JavaScript Iterate Vector float64Array 0.002 s 0.597
2022-11-08 11:33 JavaScript Spread Vector float64Array 0.008 s -0.331
2022-11-08 11:33 JavaScript toArray Vector float64Array
2022-11-08 11:33 JavaScript Table tracks, 1,000,000 0.050 s 0.132
2022-11-08 11:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.710 s 0.584
2022-11-08 11:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.823 s 0.899
2022-11-08 11:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.200 s 0.269
2022-11-08 11:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.885 s 0.569
2022-11-08 11:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.446 s 0.223
2022-11-08 11:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.296 s -0.052
2022-11-08 11:33 JavaScript Iterate Vector uint32Array 0.002 s 0.383
2022-11-08 11:33 JavaScript Spread Vector float32Array 0.008 s 0.144
2022-11-08 11:33 JavaScript toArray Vector float32Array
2022-11-08 11:33 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -0.321
2022-11-08 11:33 JavaScript toArray Vector uint32Array
2022-11-08 11:33 JavaScript toArray Vector int8Array
2022-11-08 11:33 JavaScript get Vector uint8Array 0.003 s -1.313
2022-11-08 11:33 JavaScript get Vector dictionary 0.002 s 1.125
2022-11-08 11:33 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.329
2022-11-08 11:33 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.191 s -1.263
2022-11-08 11:33 JavaScript Iterate Vector int8Array 0.002 s 0.205
2022-11-08 11:33 JavaScript Iterate Vector int32Array 0.002 s 0.220
2022-11-08 11:33 JavaScript Spread Vector uint32Array 0.007 s 0.115
2022-11-08 11:33 JavaScript Spread Vector int8Array 0.006 s -0.028
2022-11-08 11:33 JavaScript Spread Vector int32Array 0.006 s 0.606
2022-11-08 11:33 JavaScript Table 1,000,000, tracks 0.252 s 0.995
2022-11-08 11:33 JavaScript Iterate Vector uint64Array 0.004 s 0.440
2022-11-08 11:33 JavaScript Iterate Vector int16Array 0.002 s 0.201
2022-11-08 11:33 JavaScript Spread Vector int16Array 0.006 s 0.771
2022-11-08 11:33 JavaScript toArray Vector int16Array
2022-11-08 11:33 JavaScript Iterate Vector float32Array 0.002 s -0.624
2022-11-08 11:33 JavaScript Iterate Vector dictionary 0.004 s 0.099
2022-11-08 11:33 JavaScript Spread Vector uint8Array 0.006 s 0.765
2022-11-08 11:33 JavaScript toArray Vector uint8Array
2022-11-08 11:33 JavaScript toArray Vector numbers
2022-11-08 11:33 JavaScript get Vector int32Array 0.003 s -1.000
2022-11-08 11:33 JavaScript Spread Vector uint16Array 0.006 s 0.753
2022-11-08 11:33 JavaScript Spread Vector booleans 0.010 s 0.528
2022-11-08 11:33 JavaScript Spread Vector string 0.145 s 0.646
2022-11-08 11:33 JavaScript toArray Vector uint16Array
2022-11-08 11:33 JavaScript toArray Vector uint64Array
2022-11-08 11:33 JavaScript get Vector uint16Array 0.003 s -0.691
2022-11-08 11:33 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.116
2022-11-08 11:33 JavaScript Spread Vector dictionary 0.010 s 1.514
2022-11-08 11:33 JavaScript get Vector numbers 0.002 s 0.144
2022-11-08 11:33 JavaScript Parse read recordBatches, tracks 0.000 s 0.482
2022-11-08 11:33 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.283
2022-11-08 11:33 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -1.289
2022-11-08 11:33 JavaScript toArray Vector int64Array
2022-11-08 11:33 JavaScript toArray Vector booleans 0.010 s 0.288
2022-11-08 11:33 JavaScript toArray Vector string 0.144 s 0.916
2022-11-08 11:33 JavaScript get Vector uint64Array 0.003 s 0.623
2022-11-08 11:33 JavaScript get Vector int16Array 0.003 s -0.743
2022-11-08 11:33 JavaScript get Vector int64Array 0.003 s 0.624
2022-11-08 11:33 JavaScript get Vector string 0.124 s 0.305
2022-11-08 11:33 JavaScript toArray Vector dictionary 0.010 s 1.025
2022-11-08 11:33 JavaScript get Vector uint32Array 0.003 s -0.472
2022-11-08 11:33 JavaScript get Vector int8Array 0.003 s -1.383
2022-11-08 11:33 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.715
2022-11-08 11:33 JavaScript get Vector float32Array 0.002 s 0.171
2022-11-08 11:33 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.033
2022-11-08 11:33 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-08 11:33 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-08 11:33 JavaScript get Vector float64Array 0.002 s 0.088
2022-11-08 11:33 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.143
2022-11-08 11:33 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -4.503
2022-11-08 11:33 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.639
2022-11-08 11:33 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-08 11:33 JavaScript get Vector booleans 0.002 s 0.435
2022-11-08 11:33 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -0.294
2022-11-08 11:33 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.108
2022-11-08 11:33 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.781
2022-11-08 11:33 JavaScript Parse write recordBatches, tracks 0.002 s 0.101
2022-11-08 11:33 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-08 11:33 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.187 s 0.397
2022-11-08 11:33 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.055
2022-11-08 11:33 JavaScript Table tracks, 1,000,000 0.245 s 1.366
2022-11-08 11:33 JavaScript Table tracks, 1,000,000 0.096 s -0.839
2022-11-08 11:33 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.031 s 0.231
2022-11-08 11:33 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.634