Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 09:52 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.225 s 1.787
2022-11-10 09:52 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.678 s 0.714
2022-11-10 09:53 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.648 s -0.487
2022-11-10 09:55 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.134 s -0.443
2022-11-10 09:54 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.594 s -0.432
2022-11-10 09:54 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.427 s -0.294
2022-11-10 09:55 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.110 s -0.005
2022-11-10 09:58 Python dataset-filter nyctaxi_2010-01 1.008 s -0.178
2022-11-10 10:21 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.212 s 0.091
2022-11-10 10:22 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.674 s -2.432
2022-11-10 10:21 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.215 s -0.357
2022-11-10 10:29 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.438 s 1.439
2022-11-10 09:56 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.058 s -0.058
2022-11-10 09:57 Python dataframe-to-table chi_traffic_2020_Q1 19.999 s 1.568
2022-11-10 10:26 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.363 s 0.943
2022-11-10 10:27 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.527 s 1.851
2022-11-10 10:30 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.045 s 2.065
2022-11-10 10:22 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.045 s 0.176
2022-11-10 10:02 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 83.211 s 0.047
2022-11-10 10:31 Python file-write lz4, feather, table, nyctaxi_2010-01 1.727 s -0.160
2022-11-10 10:26 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.217 s 1.858
2022-11-10 10:23 Python file-read lz4, feather, table, fanniemae_2016Q4 0.835 s -1.436
2022-11-10 10:24 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.608 s -0.587
2022-11-10 10:30 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 8.964 s 2.214
2022-11-10 09:58 Python dataframe-to-table type_dict 0.012 s -0.678
2022-11-10 10:23 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.933 s 1.662
2022-11-10 10:24 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.936 s -1.310
2022-11-10 10:24 Python file-read lz4, feather, table, nyctaxi_2010-01 0.695 s -1.514
2022-11-10 10:27 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.049 s -0.263
2022-11-10 10:22 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.056 s 0.085
2022-11-10 10:22 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.154 s 0.257
2022-11-10 10:22 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.522 s -1.270
2022-11-10 10:24 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.936 s 0.015
2022-11-10 10:07 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 93.071 s -3.340
2022-11-10 10:24 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.367 s -0.393
2022-11-10 10:31 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.776 s 1.275
2022-11-10 10:29 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.587 s 1.940
2022-11-10 09:58 Python dataframe-to-table type_floats 0.011 s 0.284
2022-11-10 10:21 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.297 s -0.123
2022-11-10 09:58 Python dataframe-to-table type_nested 2.800 s 1.278
2022-11-10 10:21 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.287 s 0.132
2022-11-10 09:58 Python dataframe-to-table type_strings 0.443 s 0.573
2022-11-10 09:58 Python dataframe-to-table type_integers 0.010 s -0.203
2022-11-10 10:22 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.196 s -0.351
2022-11-10 10:24 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.970 s -0.685
2022-11-10 10:22 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.673 s 0.003
2022-11-10 10:23 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.325 s 0.453
2022-11-10 10:23 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.388 s -0.873
2022-11-10 10:28 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.435 s 1.476
2022-11-10 10:31 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.330 s 1.707
2022-11-10 10:22 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.131 s -0.189
2022-11-10 10:25 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.025 s 1.003
2022-11-10 10:31 Python wide-dataframe use_legacy_dataset=false 0.512 s 0.551
2022-11-10 10:23 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.788 s -0.623
2022-11-10 10:24 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.895 s 1.272
2022-11-10 10:21 Python dataset-read async=True, nyctaxi_multi_ipc_s3 278.604 s -4.931
2022-11-10 10:23 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.518 s -0.909
2022-11-10 10:28 Python file-write lz4, feather, table, fanniemae_2016Q4 1.563 s -0.490
2022-11-10 10:31 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.980 s -0.207
2022-11-10 10:22 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.718 s -5.097
2022-11-10 10:30 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.515 s 1.969
2022-11-10 10:31 Python wide-dataframe use_legacy_dataset=true 0.371 s 0.689
2022-11-10 10:41 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.588 s -1.164
2022-11-10 11:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.504 s -0.315
2022-11-10 11:00 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.246 s -0.043
2022-11-10 11:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.300 s -0.209
2022-11-10 11:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s -0.354
2022-11-10 11:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.006 s 0.016
2022-11-10 10:40 R dataframe-to-table type_floats, R 0.013 s 0.997
2022-11-10 11:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s 0.042
2022-11-10 10:42 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.555 s -0.798
2022-11-10 10:43 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.823 s -0.641
2022-11-10 10:48 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.530 s 1.048
2022-11-10 10:40 R dataframe-to-table type_integers, R 0.010 s 0.979
2022-11-10 11:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.498
2022-11-10 11:03 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.651 s 0.422
2022-11-10 11:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.504
2022-11-10 11:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 0.810
2022-11-10 10:42 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.217 s -0.269
2022-11-10 10:49 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.946 s 1.289
2022-11-10 11:00 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.533 s 0.272
2022-11-10 11:00 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.580 s 0.374
2022-11-10 10:42 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.552 s -0.960
2022-11-10 10:41 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.099
2022-11-10 10:42 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.907 s -1.241
2022-11-10 10:46 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.095 s 0.970
2022-11-10 10:39 R dataframe-to-table chi_traffic_2020_Q1, R 4.303 s 0.013
2022-11-10 10:47 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.906 s 0.959
2022-11-10 10:56 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.900 s 0.694
2022-11-10 10:40 R dataframe-to-table type_nested, R 0.573 s 0.477
2022-11-10 10:41 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.327 s -1.012
2022-11-10 11:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.510 s -0.472
2022-11-10 11:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.654 s -0.379
2022-11-10 10:40 R dataframe-to-table type_strings, R 0.537 s 0.674
2022-11-10 10:42 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.848 s 0.121
2022-11-10 10:42 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.903 s -1.178
2022-11-10 10:50 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.913 s 0.569
2022-11-10 10:41 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.315 s -0.623
2022-11-10 10:41 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.597 s -0.339
2022-11-10 10:43 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.904 s 0.020
2022-11-10 10:52 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.387 s 0.196
2022-11-10 10:54 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.939 s 0.801
2022-11-10 11:00 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.221 s -1.365
2022-11-10 11:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.270 s -0.355
2022-11-10 11:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.374
2022-11-10 10:43 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.582 s -0.163
2022-11-10 10:40 R dataframe-to-table type_dict, R 0.061 s -0.228
2022-11-10 10:41 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.583 s -1.093
2022-11-10 10:53 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.989 s 0.965
2022-11-10 11:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s 0.485
2022-11-10 11:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.583 s -0.261
2022-11-10 11:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.546
2022-11-10 11:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.181 s -0.525
2022-11-10 11:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.634 s -0.029
2022-11-10 10:58 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.313 s -0.651
2022-11-10 11:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.358
2022-11-10 10:40 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.331 s -1.117
2022-11-10 10:44 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.485 s 0.967
2022-11-10 10:51 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.493 s 0.153
2022-11-10 11:00 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.553 s 0.445
2022-11-10 11:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s 0.086
2022-11-10 11:05 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.926 s -0.850
2022-11-10 11:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.694
2022-11-10 10:57 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.307 s 0.272
2022-11-10 10:59 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.466 s 0.414
2022-11-10 11:03 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.048 s -0.445
2022-11-10 11:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.300 s -0.251
2022-11-10 11:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.418
2022-11-10 11:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.552
2022-11-10 11:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.342
2022-11-10 11:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.721 s -0.355
2022-11-10 11:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s -0.216
2022-11-10 11:08 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.627 s 0.727
2022-11-10 11:08 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.688 s -0.127
2022-11-10 11:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.311 s 0.836
2022-11-10 11:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.430
2022-11-10 11:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.263 s 0.891
2022-11-10 11:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 0.727
2022-11-10 10:55 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.720 s 0.899
2022-11-10 11:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.587 s -0.281
2022-11-10 11:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.713 s -0.603
2022-11-10 11:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.133
2022-11-10 11:03 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s -0.053
2022-11-10 11:03 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s -0.254
2022-11-10 11:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.348 s -0.123
2022-11-10 11:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s -0.568
2022-11-10 11:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.280 s -0.553
2022-11-10 11:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s -0.412
2022-11-10 11:03 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.411
2022-11-10 11:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.155
2022-11-10 11:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.421 s -0.123
2022-11-10 11:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.324 s 0.606
2022-11-10 11:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.231
2022-11-10 11:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.240
2022-11-10 11:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.897 s 0.787
2022-11-10 11:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.367 s -0.074
2022-11-10 11:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.344 s 0.374
2022-11-10 11:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.774 s -0.142
2022-11-10 11:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.310
2022-11-10 11:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.199
2022-11-10 11:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.288
2022-11-10 11:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.513
2022-11-10 11:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.362 s 0.442
2022-11-10 11:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.396
2022-11-10 11:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.387 s -0.106
2022-11-10 11:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.526
2022-11-10 11:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.623 s -0.738
2022-11-10 11:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.605
2022-11-10 11:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.604 s 0.609
2022-11-10 11:13 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.728 s -0.400
2022-11-10 11:13 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s 0.033
2022-11-10 11:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.575
2022-11-10 11:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.156 s -0.848
2022-11-10 11:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.434 s 0.694
2022-11-10 11:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.772 s -0.633
2022-11-10 11:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.941 s 1.045
2022-11-10 11:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.252 s 0.286
2022-11-10 11:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 0.703
2022-11-10 11:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.568
2022-11-10 11:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.122
2022-11-10 11:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.897 s 0.286
2022-11-10 11:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s -0.070
2022-11-10 11:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.200 s 0.105
2022-11-10 11:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.295 s -0.171
2022-11-10 11:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.259 s 0.182
2022-11-10 11:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.270
2022-11-10 11:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.094
2022-11-10 11:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.261 s -0.680
2022-11-10 11:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.648 s -0.025
2022-11-10 11:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.854 s 0.568
2022-11-10 11:19 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.502 s 1.868
2022-11-10 11:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.323 s -0.359
2022-11-10 11:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.562
2022-11-10 11:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.058
2022-11-10 11:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.066
2022-11-10 11:49 JavaScript Iterate Vector uint16Array 0.002 s 0.291
2022-11-10 11:49 JavaScript Spread Vector float64Array 0.008 s -0.741
2022-11-10 11:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.380 s -4.637
2022-11-10 11:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.296 s -0.511
2022-11-10 11:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.926 s -0.995
2022-11-10 11:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.044 s 0.263
2022-11-10 11:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.659 s 0.535
2022-11-10 11:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 0.753
2022-11-10 11:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.264 s -0.472
2022-11-10 11:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.157
2022-11-10 11:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s -0.529
2022-11-10 11:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -0.047
2022-11-10 11:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s -0.179
2022-11-10 11:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.580 s -0.410
2022-11-10 11:35 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.130 s -0.236
2022-11-10 11:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.864 s 0.300
2022-11-10 11:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.818 s -1.673
2022-11-10 11:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.377
2022-11-10 11:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.505 s 0.069
2022-11-10 11:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.036 s 0.185
2022-11-10 11:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.369 s -0.511
2022-11-10 11:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.708 s -0.176
2022-11-10 11:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.355 s -0.306
2022-11-10 11:19 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s 0.017
2022-11-10 11:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.325 s 0.178
2022-11-10 11:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.821 s 0.242
2022-11-10 11:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.590 s 0.729
2022-11-10 11:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.320 s 2.061
2022-11-10 11:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.262 s -0.773
2022-11-10 11:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.708 s 0.652
2022-11-10 11:49 JavaScript Iterate Vector int16Array 0.002 s 0.696
2022-11-10 11:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.423 s 0.686
2022-11-10 11:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.574
2022-11-10 11:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.566 s -3.429
2022-11-10 11:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.288 s 0.371
2022-11-10 11:49 JavaScript vectorFromArray numbers 0.016 s 0.726
2022-11-10 11:49 JavaScript vectorFromArray dictionary 0.017 s 0.097
2022-11-10 11:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 0.718
2022-11-10 11:31 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.399 s 0.429
2022-11-10 11:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s -0.015
2022-11-10 11:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.097
2022-11-10 11:49 JavaScript toArray Vector float64Array
2022-11-10 11:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.332 s -0.436
2022-11-10 11:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.430
2022-11-10 11:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s -0.057
2022-11-10 11:49 JavaScript Iterate Vector int64Array 0.004 s -0.868
2022-11-10 11:49 JavaScript toArray Vector string 0.145 s 0.271
2022-11-10 11:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.525
2022-11-10 11:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.206 s -0.913
2022-11-10 11:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.377 s 0.375
2022-11-10 11:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.992 s -0.487
2022-11-10 11:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.067
2022-11-10 11:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.307
2022-11-10 11:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.880 s 1.469
2022-11-10 11:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.240 s -0.547
2022-11-10 11:31 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.862 s -0.327
2022-11-10 11:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.307 s -1.040
2022-11-10 11:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.363
2022-11-10 11:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.884 s 0.418
2022-11-10 11:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.524 s 0.513
2022-11-10 11:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.215 s 0.504
2022-11-10 11:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.859 s -1.533
2022-11-10 11:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.601 s 0.606
2022-11-10 11:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s -0.167
2022-11-10 11:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.568 s -0.262
2022-11-10 11:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.523 s 0.737
2022-11-10 11:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.889 s -0.484
2022-11-10 11:49 JavaScript Iterate Vector numbers 0.002 s -1.230
2022-11-10 11:49 JavaScript Spread Vector uint8Array 0.007 s -0.996
2022-11-10 11:49 JavaScript Spread Vector uint32Array 0.007 s -0.682
2022-11-10 11:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.325 s 0.659
2022-11-10 11:30 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.317 s -0.832
2022-11-10 11:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.784 s -0.294
2022-11-10 11:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.161 s -0.433
2022-11-10 11:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.281 s 0.057
2022-11-10 11:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.318 s -0.436
2022-11-10 11:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s 0.478
2022-11-10 11:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.403 s 0.646
2022-11-10 11:30 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.434 s -1.054
2022-11-10 11:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.952 s -0.935
2022-11-10 11:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.257 s -0.362
2022-11-10 11:49 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.443
2022-11-10 11:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.583 s 0.761
2022-11-10 11:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s -0.218
2022-11-10 11:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.166
2022-11-10 11:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.629
2022-11-10 11:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.952 s 0.077
2022-11-10 11:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.424 s -0.435
2022-11-10 11:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -0.204
2022-11-10 11:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s 0.142
2022-11-10 11:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.440
2022-11-10 11:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.510 s -0.531
2022-11-10 11:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s -0.188
2022-11-10 11:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.323 s -0.904
2022-11-10 11:49 JavaScript get Vector int32Array 0.003 s 0.387
2022-11-10 11:49 JavaScript vectorFromArray booleans 0.018 s -0.066
2022-11-10 11:49 JavaScript Spread Vector int8Array 0.007 s -1.488
2022-11-10 11:49 JavaScript toArray Vector uint32Array
2022-11-10 11:49 JavaScript toArray Vector int8Array
2022-11-10 11:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.321 s -0.917
2022-11-10 11:49 JavaScript Iterate Vector int8Array 0.002 s -0.674
2022-11-10 11:49 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.233
2022-11-10 11:49 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.140
2022-11-10 11:49 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.961
2022-11-10 11:49 JavaScript Table 1,000,000, tracks 0.268 s 0.249
2022-11-10 11:49 JavaScript Iterate Vector uint64Array 0.004 s 0.148
2022-11-10 11:49 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.337
2022-11-10 11:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 33.139 s -1.607
2022-11-10 11:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.448 s -0.795
2022-11-10 11:49 JavaScript Iterate Vector uint8Array 0.002 s -0.667
2022-11-10 11:49 JavaScript Iterate Vector uint32Array 0.002 s -0.727
2022-11-10 11:49 JavaScript Iterate Vector int32Array 0.002 s 0.443
2022-11-10 11:49 JavaScript Iterate Vector float32Array 0.002 s 0.064
2022-11-10 11:49 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.511
2022-11-10 11:49 JavaScript Iterate Vector float64Array 0.002 s -1.291
2022-11-10 11:49 JavaScript Iterate Vector booleans 0.004 s 0.317
2022-11-10 11:49 JavaScript Iterate Vector string 0.127 s -0.279
2022-11-10 11:49 JavaScript Spread Vector uint16Array 0.007 s -1.105
2022-11-10 11:49 JavaScript Spread Vector uint64Array 0.012 s 0.061
2022-11-10 11:49 JavaScript Iterate Vector dictionary 0.004 s 0.630
2022-11-10 11:49 JavaScript Spread Vector int32Array 0.007 s -1.514
2022-11-10 11:49 JavaScript Spread Vector float32Array 0.008 s -1.942
2022-11-10 11:49 JavaScript Spread Vector numbers 0.008 s -0.833
2022-11-10 11:49 JavaScript Spread Vector dictionary 0.010 s 0.776
2022-11-10 11:49 JavaScript toArray Vector uint8Array
2022-11-10 11:49 JavaScript Spread Vector int16Array 0.007 s -0.980
2022-11-10 11:49 JavaScript Spread Vector int64Array 0.012 s 0.352
2022-11-10 11:49 JavaScript Spread Vector booleans 0.010 s 0.535
2022-11-10 11:49 JavaScript Spread Vector string 0.145 s 0.445
2022-11-10 11:49 JavaScript toArray Vector uint16Array
2022-11-10 11:49 JavaScript toArray Vector uint64Array
2022-11-10 11:49 JavaScript toArray Vector booleans 0.010 s -0.743
2022-11-10 11:49 JavaScript toArray Vector int16Array
2022-11-10 11:49 JavaScript toArray Vector int64Array
2022-11-10 11:49 JavaScript get Vector int16Array 0.003 s 0.396
2022-11-10 11:49 JavaScript get Vector int64Array 0.003 s -0.495
2022-11-10 11:49 JavaScript get Vector float64Array 0.002 s 0.095
2022-11-10 11:49 JavaScript toArray Vector int32Array
2022-11-10 11:49 JavaScript toArray Vector dictionary 0.010 s 1.136
2022-11-10 11:49 JavaScript get Vector uint8Array 0.003 s 0.983
2022-11-10 11:49 JavaScript get Vector uint32Array 0.003 s -0.267
2022-11-10 11:49 JavaScript get Vector int8Array 0.003 s 0.900
2022-11-10 11:49 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-10 11:49 JavaScript toArray Vector float32Array
2022-11-10 11:49 JavaScript toArray Vector numbers
2022-11-10 11:49 JavaScript get Vector uint16Array 0.003 s 0.151
2022-11-10 11:49 JavaScript get Vector uint64Array 0.003 s -0.070
2022-11-10 11:49 JavaScript get Vector string 0.124 s 0.144
2022-11-10 11:49 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.560
2022-11-10 11:49 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.230
2022-11-10 11:49 JavaScript get Vector float32Array 0.002 s 0.120
2022-11-10 11:49 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.269
2022-11-10 11:49 JavaScript Table tracks, 1,000,000 0.050 s 0.053
2022-11-10 11:49 JavaScript get Vector numbers 0.002 s 0.123
2022-11-10 11:49 JavaScript get Vector dictionary 0.002 s -1.635
2022-11-10 11:49 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.513
2022-11-10 11:49 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.777
2022-11-10 11:49 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.188 s -0.006
2022-11-10 11:49 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.018
2022-11-10 11:49 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -0.086
2022-11-10 11:49 JavaScript get Vector booleans 0.002 s -0.031
2022-11-10 11:49 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.005
2022-11-10 11:49 JavaScript Parse read recordBatches, tracks 0.000 s 1.009
2022-11-10 11:49 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-10 11:49 JavaScript Parse write recordBatches, tracks 0.002 s 0.601
2022-11-10 11:49 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-10 11:49 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -2.606
2022-11-10 11:49 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.739
2022-11-10 11:49 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-10 11:49 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.185 s 1.235
2022-11-10 11:49 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.955
2022-11-10 11:49 JavaScript Table tracks, 1,000,000 0.288 s -0.568
2022-11-10 11:49 JavaScript Table tracks, 1,000,000 0.095 s 0.141