Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-24 10:28 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.062 s 0.934
2022-11-24 10:33 Python dataset-filter nyctaxi_2010-01 1.011 s -0.024
2022-11-24 10:53 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.308 s -0.572
2022-11-24 10:54 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.123 s 0.543
2022-11-24 10:54 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.316 s 1.386
2022-11-24 10:27 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.260 s -0.736
2022-11-24 10:30 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.821 s 0.421
2022-11-24 10:53 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.044 s 0.417
2022-11-24 10:57 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.687 s -0.461
2022-11-24 10:27 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.684 s -0.574
2022-11-24 10:30 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.835 s 0.642
2022-11-24 11:00 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.863 s -0.529
2022-11-24 11:02 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.040 s -0.148
2022-11-24 11:03 Python wide-dataframe use_legacy_dataset=false 0.518 s -0.294
2022-11-24 11:12 R dataframe-to-table chi_traffic_2020_Q1, R 4.336 s -0.826
2022-11-24 11:14 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.341 s -0.566
2022-11-24 11:15 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.609 s 0.005
2022-11-24 10:29 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.119 s 1.017
2022-11-24 10:53 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.206 s -0.386
2022-11-24 10:37 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 87.257 s -0.388
2022-11-24 10:55 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.930 s 0.903
2022-11-24 10:53 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.196 s -0.160
2022-11-24 10:53 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.659 s 0.492
2022-11-24 11:02 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.472 s -0.773
2022-11-24 10:29 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.149 s 0.459
2022-11-24 11:13 R dataframe-to-table type_floats, R 0.012 s 1.077
2022-11-24 10:32 Python dataframe-to-table type_strings 0.450 s -0.408
2022-11-24 10:32 Python dataframe-to-table type_integers 0.010 s 0.294
2022-11-24 10:33 Python dataframe-to-table type_nested 2.947 s -1.258
2022-11-24 10:53 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.218 s 0.159
2022-11-24 10:59 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.986 s -0.432
2022-11-24 10:32 Python dataframe-to-table chi_traffic_2020_Q1 20.755 s -1.797
2022-11-24 10:55 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.551 s 1.264
2022-11-24 10:32 Python dataframe-to-table type_dict 0.011 s 1.803
2022-11-24 10:54 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.497 s 0.571
2022-11-24 10:54 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.628 s 1.283
2022-11-24 10:55 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.207 s 1.315
2022-11-24 11:02 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.974 s -0.016
2022-11-24 10:53 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.155 s 0.672
2022-11-24 10:54 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.500 s 0.405
2022-11-24 10:55 Python file-read lz4, feather, table, fanniemae_2016Q4 0.824 s 0.277
2022-11-24 10:55 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.933 s -0.515
2022-11-24 11:01 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.135 s -0.409
2022-11-24 10:29 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.422 s 0.478
2022-11-24 10:53 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.270 s -7.333
2022-11-24 10:54 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.632 s 0.123
2022-11-24 10:55 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.300 s 1.814
2022-11-24 11:01 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.598 s 0.023
2022-11-24 11:01 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.531 s -0.271
2022-11-24 11:03 Python wide-dataframe use_legacy_dataset=true 0.375 s 0.217
2022-11-24 10:32 Python dataframe-to-table type_floats 0.010 s 0.398
2022-11-24 10:41 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.549 s 0.415
2022-11-24 10:59 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.051 s -0.217
2022-11-24 10:52 Python dataset-read async=True, nyctaxi_multi_ipc_s3 222.379 s 0.226
2022-11-24 11:13 R dataframe-to-table type_nested, R 0.571 s 0.583
2022-11-24 11:17 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.500 s 0.155
2022-11-24 11:32 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.324 s -0.685
2022-11-24 10:55 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.975 s -0.367
2022-11-24 10:55 Python file-read lz4, feather, table, nyctaxi_2010-01 0.683 s 0.742
2022-11-24 11:13 R dataframe-to-table type_dict, R 0.070 s -1.352
2022-11-24 11:14 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.315 s 0.081
2022-11-24 10:53 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.164 s 0.082
2022-11-24 11:15 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.854 s 0.082
2022-11-24 11:16 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.817 s 0.129
2022-11-24 11:22 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.586 s -0.125
2022-11-24 11:26 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.433 s -1.026
2022-11-24 11:31 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.308 s -0.049
2022-11-24 11:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.300 s -1.442
2022-11-24 10:55 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.928 s -0.121
2022-11-24 11:34 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.571 s -0.244
2022-11-24 11:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.009 s -0.903
2022-11-24 10:54 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.654 s -0.130
2022-11-24 11:16 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.587 s 0.057
2022-11-24 10:55 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.973 s -0.256
2022-11-24 10:58 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.358 s 0.289
2022-11-24 11:14 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.596 s -0.677
2022-11-24 11:15 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.895 s 0.278
2022-11-24 11:28 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.966 s -0.429
2022-11-24 11:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.198 s -0.944
2022-11-24 10:56 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.046 s 0.048
2022-11-24 11:14 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.581 s -0.241
2022-11-24 11:00 Python file-write lz4, feather, table, fanniemae_2016Q4 1.557 s -0.058
2022-11-24 11:14 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.327 s -0.115
2022-11-24 11:34 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.578 s 0.351
2022-11-24 11:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 1.300
2022-11-24 11:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.286 s -1.188
2022-11-24 11:00 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.848 s -0.503
2022-11-24 11:15 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.554 s 0.142
2022-11-24 11:16 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s 0.096
2022-11-24 11:02 Python file-write lz4, feather, table, nyctaxi_2010-01 1.697 s -0.078
2022-11-24 11:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.198 s -2.314
2022-11-24 11:03 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.818 s -0.008
2022-11-24 11:13 R dataframe-to-table type_strings, R 0.537 s 0.469
2022-11-24 11:13 R dataframe-to-table type_integers, R 0.010 s 0.312
2022-11-24 11:15 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.568 s 0.099
2022-11-24 11:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.272 s -0.801
2022-11-24 11:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s -0.113
2022-11-24 11:15 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.898 s 0.400
2022-11-24 11:15 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.550 s 0.133
2022-11-24 11:16 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.900 s 0.159
2022-11-24 11:19 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.130 s -0.050
2022-11-24 11:20 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.919 s 0.138
2022-11-24 11:22 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.952 s 0.532
2022-11-24 11:24 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.936 s 0.189
2022-11-24 11:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.348 s -2.975
2022-11-24 11:24 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.491 s 0.021
2022-11-24 11:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s 0.832
2022-11-24 11:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s 0.121
2022-11-24 11:30 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.917 s -0.163
2022-11-24 11:34 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.247 s -0.143
2022-11-24 11:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s -0.429
2022-11-24 11:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.300 s -1.112
2022-11-24 11:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.584 s 0.234
2022-11-24 11:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.238 s -2.173
2022-11-24 11:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.589 s -0.727
2022-11-24 11:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.727 s -0.291
2022-11-24 11:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.267 s -1.999
2022-11-24 11:27 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.001 s -0.066
2022-11-24 11:33 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.556 s -0.542
2022-11-24 11:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.058 s -1.068
2022-11-24 11:29 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.733 s -0.097
2022-11-24 11:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.548 s -1.034
2022-11-24 11:33 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.231 s -0.929
2022-11-24 11:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.653 s -0.139
2022-11-24 11:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.228 s -1.537
2022-11-24 11:32 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.471 s -0.795
2022-11-24 11:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.225 s -2.645
2022-11-24 11:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s -0.374
2022-11-24 11:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.927 s -1.201
2022-11-24 11:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.194 s -0.906
2022-11-24 11:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s -0.479
2022-11-24 11:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s -0.586
2022-11-24 11:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.330 s -2.320
2022-11-24 11:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s -0.288
2022-11-24 11:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s -0.208
2022-11-24 11:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.347 s -0.223
2022-11-24 11:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.913 s -1.136
2022-11-24 11:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.161 s 1.296
2022-11-24 11:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.310 s -0.961
2022-11-24 11:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.262 s -0.956
2022-11-24 11:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.313 s -0.217
2022-11-24 11:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.640 s -0.864
2022-11-24 11:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s -0.208
2022-11-24 11:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.508 s -1.334
2022-11-24 11:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.691 s 0.567
2022-11-24 11:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.284 s -0.712
2022-11-24 11:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.248 s -1.077
2022-11-24 11:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.323 s 0.809
2022-11-24 11:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.525 s -0.489
2022-11-24 11:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s -0.009
2022-11-24 11:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.159 s -1.091
2022-11-24 11:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.318 s -1.730
2022-11-24 11:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.200 s -1.123
2022-11-24 11:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.300 s -1.803
2022-11-24 11:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.951 s -0.591
2022-11-24 11:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.585 s -0.093
2022-11-24 11:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s -0.903
2022-11-24 11:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s -1.644
2022-11-24 12:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s -0.570
2022-11-24 12:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.486 s 0.408
2022-11-24 11:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.232 s -0.641
2022-11-24 11:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.659 s -1.549
2022-11-24 11:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.738 s 0.239
2022-11-24 11:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.175 s -1.092
2022-11-24 11:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.205 s -0.942
2022-11-24 11:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.721
2022-11-24 12:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -0.265
2022-11-24 12:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.946 s 0.521
2022-11-24 12:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.527 s 1.325
2022-11-24 11:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.326 s -1.195
2022-11-24 11:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.871 s -0.895
2022-11-24 11:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -0.069
2022-11-24 12:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.889 s -0.551
2022-11-24 12:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s -0.352
2022-11-24 11:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s -0.661
2022-11-24 11:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.052
2022-11-24 11:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.369 s -1.162
2022-11-24 11:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.421 s -0.535
2022-11-24 11:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.767 s -0.166
2022-11-24 11:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.854 s 1.384
2022-11-24 11:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.299 s -2.107
2022-11-24 11:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.326 s -1.133
2022-11-24 11:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.781 s -1.966
2022-11-24 11:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s -0.126
2022-11-24 11:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s -1.051
2022-11-24 11:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.253 s -1.879
2022-11-24 11:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.358 s -0.981
2022-11-24 11:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.293 s -1.625
2022-11-24 11:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.367 s -0.645
2022-11-24 11:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.820 s 1.085
2022-11-24 11:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.193 s -1.422
2022-11-24 12:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.662 s -0.664
2022-11-24 12:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.191 s -0.856
2022-11-24 11:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.613 s 0.118
2022-11-24 11:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s -1.015
2022-11-24 11:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.116
2022-11-24 11:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.134 s -0.086
2022-11-24 11:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.333 s -1.423
2022-11-24 11:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.603 s 0.995
2022-11-24 11:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s 0.363
2022-11-24 11:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.324 s 0.200
2022-11-24 11:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.935 s -1.034
2022-11-24 11:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.219 s -1.168
2022-11-24 11:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s -0.387
2022-11-24 11:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.257 s -2.079
2022-11-24 11:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.284 s -2.072
2022-11-24 11:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.344 s -2.455
2022-11-24 11:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.299 s -0.516
2022-11-24 11:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.823 s -1.406
2022-11-24 11:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.711 s -0.516
2022-11-24 11:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.288 s 0.156
2022-11-24 11:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.427 s -0.940
2022-11-24 11:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.432
2022-11-24 12:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.318 s -0.794
2022-11-24 11:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.268 s -0.903
2022-11-24 11:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.904 s -1.686
2022-11-24 11:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.472 s -1.065
2022-11-24 11:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.488 s 0.062
2022-11-24 11:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.202 s -1.073
2022-11-24 11:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.607 s -0.802
2022-11-24 12:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.767 s -0.380
2022-11-24 12:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.240 s -1.712
2022-11-24 11:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s -0.539
2022-11-24 11:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.649 s 0.445
2022-11-24 11:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.756 s -0.521
2022-11-24 11:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.526 s 0.202
2022-11-24 11:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.221 s -0.719
2022-11-24 11:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.325 s -1.261
2022-11-24 11:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s -0.469
2022-11-24 11:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s -0.721
2022-11-24 11:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s -0.676
2022-11-24 11:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.171 s -0.633
2022-11-24 11:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.320 s 0.698
2022-11-24 12:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.212 s -0.400
2022-11-24 12:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.405 s -0.522
2022-11-24 11:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s -0.161
2022-11-24 11:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.236 s -1.862
2022-11-24 11:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.207 s -2.447
2022-11-24 11:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s -0.213
2022-11-24 12:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.065 s -0.453
2022-11-24 11:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.281 s -0.127
2022-11-24 12:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.263 s -1.388
2022-11-24 11:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -1.279
2022-11-24 12:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.217 s -1.869
2022-11-24 11:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.582 s -0.617
2022-11-24 11:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.522 s 0.230
2022-11-24 11:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.604 s -0.554
2022-11-24 12:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.932 s -0.688
2022-11-24 12:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.212 s 0.434
2022-11-24 12:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.264 s -0.145
2022-11-24 12:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.868 s -1.132
2022-11-24 12:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.323 s -2.683
2022-11-24 12:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.430 s -1.007
2022-11-24 12:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.311 s -1.174
2022-11-24 12:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.432 s 0.632
2022-11-24 12:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.259 s -1.299
2022-11-24 12:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.408 s 0.465
2022-11-24 12:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.965 s -1.347
2022-11-24 12:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.371 s -1.981
2022-11-24 12:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.106 s -0.573
2022-11-24 12:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.319 s -1.394
2022-11-24 12:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.607 s -1.814
2022-11-24 12:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.289 s -1.205
2022-11-24 12:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.260 s -1.848
2022-11-24 12:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.721 s -0.910
2022-11-24 12:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.441 s -1.030
2022-11-24 12:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.980
2022-11-24 12:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.913 s -0.486
2022-11-24 12:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.783 s -0.578
2022-11-24 12:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.123 s 0.095
2022-11-24 12:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.213 s -1.091
2022-11-24 12:23 JavaScript Iterate Vector float32Array 0.002 s 0.753
2022-11-24 12:23 JavaScript Spread Vector uint8Array 0.006 s 0.315
2022-11-24 12:23 JavaScript Spread Vector float32Array 0.008 s -0.088
2022-11-24 12:23 JavaScript get Vector uint8Array 0.003 s -1.300
2022-11-24 12:23 JavaScript get Vector uint32Array 0.003 s -1.615
2022-11-24 12:23 JavaScript get Vector int8Array 0.003 s -1.864
2022-11-24 12:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.222 s -0.184
2022-11-24 12:23 JavaScript Iterate Vector string 0.125 s 0.711
2022-11-24 12:23 JavaScript vectorFromArray numbers 0.016 s 0.679
2022-11-24 12:23 JavaScript vectorFromArray dictionary 0.017 s 0.273
2022-11-24 12:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s 0.040
2022-11-24 12:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.376
2022-11-24 12:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.442 s 2.048
2022-11-24 12:23 JavaScript vectorFromArray booleans 0.017 s 0.361
2022-11-24 12:23 JavaScript Iterate Vector uint8Array 0.002 s -0.276
2022-11-24 12:23 JavaScript Table tracks, 1,000,000 0.095 s -0.782
2022-11-24 12:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s -0.223
2022-11-24 12:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.978 s -1.045
2022-11-24 12:23 JavaScript get Vector int16Array 0.003 s -1.785
2022-11-24 12:23 JavaScript get Vector float64Array 0.002 s 0.203
2022-11-24 12:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.513
2022-11-24 12:23 JavaScript toArray Vector int64Array
2022-11-24 12:23 JavaScript get Vector int64Array 0.003 s -0.868
2022-11-24 12:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.327 s -0.689
2022-11-24 12:23 JavaScript toArray Vector numbers
2022-11-24 12:23 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.099
2022-11-24 12:23 JavaScript Iterate Vector uint16Array 0.002 s -1.071
2022-11-24 12:23 JavaScript Iterate Vector uint64Array 0.004 s 0.769
2022-11-24 12:23 JavaScript Iterate Vector int16Array 0.002 s 0.585
2022-11-24 12:23 JavaScript get Vector float32Array 0.002 s 0.705
2022-11-24 12:23 JavaScript Parse read recordBatches, tracks 0.000 s -5.828
2022-11-24 12:23 JavaScript get Vector string 0.123 s 1.182
2022-11-24 12:23 JavaScript Parse write recordBatches, tracks 0.002 s -0.001
2022-11-24 12:23 JavaScript Table tracks, 1,000,000 0.249 s 1.193
2022-11-24 12:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.289
2022-11-24 12:23 JavaScript Spread Vector int64Array 0.012 s -0.729
2022-11-24 12:23 JavaScript toArray Vector int16Array
2022-11-24 12:23 JavaScript get Vector uint64Array 0.003 s -1.314
2022-11-24 12:23 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.135
2022-11-24 12:23 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.256
2022-11-24 12:23 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.191 s -0.810
2022-11-24 12:23 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.830
2022-11-24 12:23 JavaScript Iterate Vector int32Array 0.002 s 0.773
2022-11-24 12:23 JavaScript toArray Vector uint8Array
2022-11-24 12:23 JavaScript Iterate Vector uint32Array 0.002 s 0.686
2022-11-24 12:23 JavaScript Iterate Vector int8Array 0.002 s 0.771
2022-11-24 12:23 JavaScript Iterate Vector int64Array 0.004 s 0.627
2022-11-24 12:23 JavaScript Iterate Vector float64Array 0.002 s 0.782
2022-11-24 12:23 JavaScript Iterate Vector booleans 0.004 s -0.419
2022-11-24 12:23 JavaScript Iterate Vector numbers 0.002 s 0.682
2022-11-24 12:23 JavaScript Iterate Vector dictionary 0.004 s 0.875
2022-11-24 12:23 JavaScript Spread Vector uint32Array 0.007 s 0.145
2022-11-24 12:23 JavaScript Spread Vector int8Array 0.006 s 0.131
2022-11-24 12:23 JavaScript Spread Vector int32Array 0.007 s 0.102
2022-11-24 12:23 JavaScript get Vector numbers 0.002 s -0.978
2022-11-24 12:23 JavaScript Spread Vector uint16Array 0.006 s 0.110
2022-11-24 12:23 JavaScript Spread Vector uint64Array 0.012 s -0.205
2022-11-24 12:23 JavaScript Spread Vector int16Array 0.006 s 0.239
2022-11-24 12:23 JavaScript Spread Vector float64Array 0.008 s 0.249
2022-11-24 12:23 JavaScript Spread Vector booleans 0.010 s 0.266
2022-11-24 12:23 JavaScript Spread Vector string 0.146 s 0.019
2022-11-24 12:23 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -1.134
2022-11-24 12:23 JavaScript Spread Vector numbers 0.008 s 0.247
2022-11-24 12:23 JavaScript Spread Vector dictionary 0.010 s -0.659
2022-11-24 12:23 JavaScript toArray Vector uint32Array
2022-11-24 12:23 JavaScript toArray Vector int8Array
2022-11-24 12:23 JavaScript toArray Vector int32Array
2022-11-24 12:23 JavaScript toArray Vector float32Array
2022-11-24 12:23 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -1.317
2022-11-24 12:23 JavaScript toArray Vector uint16Array
2022-11-24 12:23 JavaScript toArray Vector uint64Array
2022-11-24 12:23 JavaScript get Vector uint16Array 0.003 s -1.538
2022-11-24 12:23 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.276
2022-11-24 12:23 JavaScript toArray Vector float64Array
2022-11-24 12:23 JavaScript toArray Vector booleans 0.010 s -0.003
2022-11-24 12:23 JavaScript toArray Vector string 0.145 s 0.493
2022-11-24 12:23 JavaScript toArray Vector dictionary 0.010 s -1.285
2022-11-24 12:23 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.193
2022-11-24 12:23 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -0.483
2022-11-24 12:23 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.114
2022-11-24 12:23 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-24 12:23 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.186 s 0.705
2022-11-24 12:23 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.142
2022-11-24 12:23 JavaScript get Vector int32Array 0.003 s -2.509
2022-11-24 12:23 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.148
2022-11-24 12:23 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-24 12:23 JavaScript Table tracks, 1,000,000 0.050 s 0.139
2022-11-24 12:23 JavaScript Table 1,000,000, tracks 0.295 s -0.951
2022-11-24 12:23 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.033 s -3.068
2022-11-24 12:23 JavaScript get Vector booleans 0.002 s 0.487
2022-11-24 12:23 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -1.069
2022-11-24 12:23 JavaScript get Vector dictionary 0.002 s 0.659
2022-11-24 12:23 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.126
2022-11-24 12:23 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -1.341
2022-11-24 12:23 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-24 12:23 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-24 12:23 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s -1.271