Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 00:21 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.692 s -1.512
2022-11-23 00:23 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.416 s -0.584
2022-11-23 00:31 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 75.129 s 1.013
2022-11-23 00:21 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.234 s 1.121
2022-11-23 00:22 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.469 s -0.622
2022-11-23 00:24 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.322 s -1.489
2022-11-23 00:26 Python dataframe-to-table chi_traffic_2020_Q1 20.553 s -1.216
2022-11-23 00:23 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.130 s -0.252
2022-11-23 00:25 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.141 s -1.034
2022-11-23 00:46 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.416 s -0.669
2022-11-23 00:27 Python dataset-filter nyctaxi_2010-01 1.017 s -0.609
2022-11-23 00:27 Python dataframe-to-table type_integers 0.010 s -0.557
2022-11-23 00:47 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.044 s 0.356
2022-11-23 00:47 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.134 s 0.073
2022-11-23 00:48 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.341 s -1.305
2022-11-23 00:54 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.769 s -0.111
2022-11-23 00:27 Python dataframe-to-table type_floats 0.010 s 0.376
2022-11-23 00:47 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.046 s 0.212
2022-11-23 00:47 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.654 s -0.947
2022-11-23 00:26 Python dataframe-to-table type_strings 0.450 s -0.448
2022-11-23 00:48 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.964 s 0.271
2022-11-23 00:49 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.940 s -0.786
2022-11-23 00:27 Python dataframe-to-table type_nested 2.927 s -1.263
2022-11-23 00:35 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.596 s 0.447
2022-11-23 00:46 Python dataset-read async=True, nyctaxi_multi_ipc_s3 222.958 s 0.314
2022-11-23 00:47 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.175 s -1.160
2022-11-23 00:47 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.529 s -0.578
2022-11-23 00:51 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.514 s 0.210
2022-11-23 00:48 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.522 s -0.162
2022-11-23 00:49 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.964 s 0.181
2022-11-23 00:49 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.929 s -0.203
2022-11-23 00:55 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.517 s 0.645
2022-11-23 00:46 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.168 s 1.183
2022-11-23 00:46 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.298 s 0.000
2022-11-23 00:48 Python file-read lz4, feather, table, fanniemae_2016Q4 0.833 s -0.929
2022-11-23 00:53 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.703 s 0.158
2022-11-23 00:23 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.420 s 0.820
2022-11-23 00:49 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.303 s 2.398
2022-11-23 00:53 Python file-write lz4, feather, table, fanniemae_2016Q4 1.565 s -0.726
2022-11-23 00:46 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.210 s 0.441
2022-11-23 00:47 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.211 s -1.275
2022-11-23 00:52 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.042 s -0.171
2022-11-23 00:26 Python dataframe-to-table type_dict 0.012 s -0.777
2022-11-23 00:47 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.668 s -0.896
2022-11-23 00:51 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.351 s 0.261
2022-11-23 00:50 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.031 s 0.160
2022-11-23 00:47 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.653 s 0.918
2022-11-23 00:49 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.939 s -1.020
2022-11-23 00:54 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.596 s 0.376
2022-11-23 00:48 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.634 s 1.815
2022-11-23 00:55 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.101 s 0.412
2022-11-23 00:48 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.206 s 1.918
2022-11-23 00:49 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.554 s 1.707
2022-11-23 00:49 Python file-read lz4, feather, table, nyctaxi_2010-01 0.677 s 2.101
2022-11-23 00:52 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.844 s 0.137
2022-11-23 00:56 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.967 s 0.360
2022-11-23 00:56 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.416 s 0.191
2022-11-23 00:56 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.786 s 0.612
2022-11-23 00:56 Python wide-dataframe use_legacy_dataset=false 0.513 s 0.190
2022-11-23 00:55 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.002 s 0.684
2022-11-23 00:56 Python wide-dataframe use_legacy_dataset=true 0.374 s 0.295
2022-11-23 00:56 Python file-write lz4, feather, table, nyctaxi_2010-01 1.745 s -0.604
2022-11-23 01:05 R dataframe-to-table type_nested, R 0.572 s 0.636
2022-11-23 01:05 R dataframe-to-table type_floats, R 0.013 s 1.062
2022-11-23 01:11 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.132 s -0.228
2022-11-23 01:05 R dataframe-to-table type_strings, R 0.538 s 0.420
2022-11-23 01:05 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.340 s -0.755
2022-11-23 01:13 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.599 s -0.405
2022-11-23 01:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s 0.232
2022-11-23 01:07 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.855 s 0.065
2022-11-23 01:04 R dataframe-to-table chi_traffic_2020_Q1, R 4.354 s -1.911
2022-11-23 01:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s 0.523
2022-11-23 01:07 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.600 s 0.091
2022-11-23 01:08 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.215 s 0.140
2022-11-23 01:16 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.489 s 0.797
2022-11-23 01:07 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.911 s -0.688
2022-11-23 01:20 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.715 s 0.812
2022-11-23 01:24 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.468 s 0.231
2022-11-23 01:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s 0.076
2022-11-23 01:08 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.816 s 0.145
2022-11-23 01:12 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.913 s 0.097
2022-11-23 01:17 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.410 s -0.332
2022-11-23 01:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.576
2022-11-23 01:05 R dataframe-to-table type_integers, R 0.010 s 0.382
2022-11-23 01:07 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.553 s -0.127
2022-11-23 01:07 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.560 s -0.361
2022-11-23 01:18 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.984 s 0.896
2022-11-23 01:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s -1.015
2022-11-23 01:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.048 s 0.621
2022-11-23 01:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s 0.027
2022-11-23 01:06 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.564 s 0.154
2022-11-23 01:19 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.956 s 0.086
2022-11-23 01:22 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.904 s 0.415
2022-11-23 01:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.584 s 1.469
2022-11-23 01:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.345 s -0.254
2022-11-23 01:07 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.906 s -0.427
2022-11-23 01:08 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.912 s 0.048
2022-11-23 01:15 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.960 s -0.807
2022-11-23 01:22 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.311 s -0.799
2022-11-23 01:06 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.340 s -1.097
2022-11-23 01:26 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.579 s 0.417
2022-11-23 01:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s 0.543
2022-11-23 01:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.011 s -1.470
2022-11-23 01:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.656 s -0.971
2022-11-23 01:05 R dataframe-to-table type_dict, R 0.056 s -0.112
2022-11-23 01:06 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.313 s 0.118
2022-11-23 01:25 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.542 s 1.369
2022-11-23 01:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.296
2022-11-23 01:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.639 s -0.256
2022-11-23 01:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.191
2022-11-23 01:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s -0.013
2022-11-23 01:06 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.601 s -1.115
2022-11-23 01:09 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.497 s 0.023
2022-11-23 01:14 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.959 s -0.993
2022-11-23 01:23 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.323 s -0.918
2022-11-23 01:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.322 s 1.498
2022-11-23 01:06 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.589 s -1.041
2022-11-23 01:08 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.580 s 0.124
2022-11-23 01:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.581 s 1.700
2022-11-23 01:25 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.226 s -0.843
2022-11-23 01:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s 0.048
2022-11-23 01:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.511 s 0.353
2022-11-23 01:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.666
2022-11-23 01:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s 0.387
2022-11-23 01:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.234
2022-11-23 01:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.626 s 0.873
2022-11-23 01:25 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.240 s 1.904
2022-11-23 01:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.014
2022-11-23 01:25 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.575 s -0.699
2022-11-23 01:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.295 s 1.596
2022-11-23 01:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.314 s -0.234
2022-11-23 01:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.285 s -0.035
2022-11-23 01:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.422
2022-11-23 01:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.900 s 1.593
2022-11-23 01:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.283 s -0.342
2022-11-23 01:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.710 s 0.520
2022-11-23 01:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.508 s -0.742
2022-11-23 01:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s 0.028
2022-11-23 01:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.171 s 0.258
2022-11-23 01:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.125
2022-11-23 01:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.537
2022-11-23 01:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.706
2022-11-23 01:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.239
2022-11-23 01:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.257 s 0.055
2022-11-23 01:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.342
2022-11-23 01:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.895 s 1.026
2022-11-23 01:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.257
2022-11-23 01:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.681 s 0.946
2022-11-23 01:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.158 s -0.783
2022-11-23 01:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.610
2022-11-23 01:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.349 s -0.831
2022-11-23 01:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.335 s -1.087
2022-11-23 01:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.232 s -0.642
2022-11-23 01:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.281 s 0.456
2022-11-23 01:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.339 s 0.428
2022-11-23 01:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.370 s -1.130
2022-11-23 01:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.657 s -0.660
2022-11-23 01:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.386 s -0.501
2022-11-23 01:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.283 s 0.216
2022-11-23 01:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.762 s 1.431
2022-11-23 01:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.357
2022-11-23 01:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.606 s 0.329
2022-11-23 01:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.824
2022-11-23 01:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.331 s 0.286
2022-11-23 01:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s 0.147
2022-11-23 01:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.706 s 1.570
2022-11-23 01:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s 0.730
2022-11-23 01:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.148
2022-11-23 01:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.711 s 1.235
2022-11-23 01:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s -0.275
2022-11-23 01:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.260
2022-11-23 01:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.367 s -0.386
2022-11-23 01:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.765 s 0.574
2022-11-23 01:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.435 s 0.406
2022-11-23 01:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.613
2022-11-23 01:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.155 s -0.969
2022-11-23 01:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.946 s 0.606
2022-11-23 01:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.279
2022-11-23 01:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.332 s -0.291
2022-11-23 01:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.416
2022-11-23 01:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.894 s 1.036
2022-11-23 01:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.314 s 1.126
2022-11-23 01:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.649 s 0.517
2022-11-23 01:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s -0.008
2022-11-23 01:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.528 s -0.457
2022-11-23 01:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.864 s -0.533
2022-11-23 01:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.299 s -0.300
2022-11-23 01:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.206 s -0.113
2022-11-23 01:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s -0.150
2022-11-23 01:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.744 s -0.102
2022-11-23 01:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.358 s -0.707
2022-11-23 01:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.323 s 1.301
2022-11-23 01:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.206 s -2.274
2022-11-23 01:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.253 s -2.362
2022-11-23 01:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.297 s -1.214
2022-11-23 01:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.158 s -0.139
2022-11-23 01:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.473 s -1.531
2022-11-23 01:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.539 s -2.412
2022-11-23 01:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.860 s 0.469
2022-11-23 01:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.230 s -0.920
2022-11-23 01:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.179 s -0.091
2022-11-23 01:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.011
2022-11-23 01:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.396
2022-11-23 01:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.323 s 0.766
2022-11-23 01:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -0.108
2022-11-23 01:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s 0.073
2022-11-23 01:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.588 s -1.211
2022-11-23 01:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.830 s -2.588
2022-11-23 01:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.302 s -1.604
2022-11-23 01:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.340 s -0.810
2022-11-23 01:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.913 s 0.554
2022-11-23 01:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s -0.099
2022-11-23 01:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.583 s -0.773
2022-11-23 01:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.536
2022-11-23 01:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.520 s 1.013
2022-11-23 01:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s -0.566
2022-11-23 01:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.453
2022-11-23 01:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.323 s 0.604
2022-11-23 01:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.427 s -0.520
2022-11-23 01:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.146
2022-11-23 01:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.885 s 0.069
2022-11-23 01:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s -0.203
2022-11-23 01:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.191 s -0.341
2022-11-23 01:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.867 s -0.674
2022-11-23 01:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.721 s -0.962
2022-11-23 02:02 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.027 s -0.093
2022-11-23 01:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.520 s -1.068
2022-11-23 01:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.282 s -0.503
2022-11-23 01:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.193 s -1.212
2022-11-23 01:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.320 s 0.677
2022-11-23 01:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.262 s -0.422
2022-11-23 01:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.663 s -0.842
2022-11-23 01:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.266 s -1.711
2022-11-23 01:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.443
2022-11-23 01:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.442
2022-11-23 02:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.895 s 0.316
2022-11-23 02:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s 0.260
2022-11-23 01:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.765 s -0.103
2022-11-23 01:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.220 s -1.442
2022-11-23 01:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.530 s 1.207
2022-11-23 01:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.431 s -1.202
2022-11-23 01:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.289 s -0.086
2022-11-23 01:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.498 s -0.011
2022-11-23 01:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.425 s -1.308
2022-11-23 01:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.260 s -0.474
2022-11-23 01:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.600 s 0.639
2022-11-23 01:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.317 s -0.195
2022-11-23 01:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.285
2022-11-23 01:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.597 s -0.162
2022-11-23 01:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.241 s -0.395
2022-11-23 01:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.445
2022-11-23 01:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s 0.182
2022-11-23 01:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.968 s -0.618
2022-11-23 01:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.826 s -0.976
2022-11-23 01:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.345
2022-11-23 02:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.200 s -0.362
2022-11-23 01:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.608 s -1.154
2022-11-23 01:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.096
2022-11-23 01:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.423
2022-11-23 01:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.437 s -2.133
2022-11-23 01:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.301 s 0.644
2022-11-23 01:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.942 s 0.609
2022-11-23 02:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.294 s 0.224
2022-11-23 01:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.052 s 0.037
2022-11-23 01:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.403 s 0.717
2022-11-23 01:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.321 s -1.586
2022-11-23 01:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.874 s 0.321
2022-11-23 01:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.441 s -0.915
2022-11-23 01:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.264 s -1.241
2022-11-23 01:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.121 s -1.160
2022-11-23 01:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.785 s -0.911
2022-11-23 02:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.222 s 0.306
2022-11-23 01:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.319 s -0.988
2022-11-23 02:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.096 s 1.532
2022-11-23 01:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.369 s -0.213
2022-11-23 02:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s 0.274
2022-11-23 02:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.724 s 0.262
2022-11-23 02:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.477
2022-11-23 02:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.449 s -1.291
2022-11-23 02:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.271
2022-11-23 02:14 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.188 s 0.201
2022-11-23 02:14 JavaScript Spread Vector uint32Array 0.007 s 0.166
2022-11-23 02:14 JavaScript Spread Vector int16Array 0.007 s 0.009
2022-11-23 02:14 JavaScript Spread Vector int64Array 0.012 s -0.556
2022-11-23 02:14 JavaScript Iterate Vector uint8Array 0.002 s 1.671
2022-11-23 02:14 JavaScript Iterate Vector uint32Array 0.002 s 0.381
2022-11-23 02:14 JavaScript vectorFromArray booleans 0.018 s -0.536
2022-11-23 02:14 JavaScript Spread Vector uint8Array 0.007 s 0.066
2022-11-23 02:14 JavaScript Spread Vector float64Array 0.008 s 0.170
2022-11-23 02:14 JavaScript Iterate Vector int32Array 0.002 s 0.447
2022-11-23 02:14 JavaScript Iterate Vector float32Array 0.002 s 0.094
2022-11-23 02:14 JavaScript Iterate Vector numbers 0.002 s 0.734
2022-11-23 02:14 JavaScript Iterate Vector dictionary 0.004 s -0.330
2022-11-23 02:14 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.947
2022-11-23 02:14 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.232
2022-11-23 02:14 JavaScript Spread Vector dictionary 0.010 s 1.130
2022-11-23 02:14 JavaScript Table 1,000,000, tracks 0.250 s 1.023
2022-11-23 02:14 JavaScript Iterate Vector uint16Array 0.002 s 0.566
2022-11-23 02:14 JavaScript Iterate Vector string 0.126 s 0.071
2022-11-23 02:14 JavaScript Spread Vector uint64Array 0.012 s -0.310
2022-11-23 02:14 JavaScript Spread Vector booleans 0.010 s 1.485
2022-11-23 02:14 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.977
2022-11-23 02:14 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.040
2022-11-23 02:14 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.013
2022-11-23 02:14 JavaScript Iterate Vector booleans 0.004 s 0.310
2022-11-23 02:14 JavaScript toArray Vector int32Array
2022-11-23 02:14 JavaScript toArray Vector float32Array
2022-11-23 02:14 JavaScript toArray Vector dictionary 0.010 s 1.381
2022-11-23 02:14 JavaScript vectorFromArray dictionary 0.017 s -0.527
2022-11-23 02:14 JavaScript Spread Vector uint16Array 0.007 s 0.017
2022-11-23 02:14 JavaScript vectorFromArray numbers 0.017 s -0.462
2022-11-23 02:14 JavaScript Spread Vector int32Array 0.006 s 0.146
2022-11-23 02:14 JavaScript Spread Vector float32Array 0.008 s 0.189
2022-11-23 02:14 JavaScript Spread Vector numbers 0.008 s 0.192
2022-11-23 02:14 JavaScript Iterate Vector uint64Array 0.004 s 0.519
2022-11-23 02:14 JavaScript Iterate Vector int16Array 0.002 s 0.575
2022-11-23 02:14 JavaScript Iterate Vector int64Array 0.004 s 0.455
2022-11-23 02:14 JavaScript Iterate Vector float64Array 0.002 s 0.827
2022-11-23 02:14 JavaScript Iterate Vector int8Array 0.002 s 0.417
2022-11-23 02:14 JavaScript toArray Vector uint16Array
2022-11-23 02:14 JavaScript toArray Vector uint64Array
2022-11-23 02:14 JavaScript toArray Vector int16Array
2022-11-23 02:14 JavaScript toArray Vector int64Array
2022-11-23 02:14 JavaScript toArray Vector float64Array
2022-11-23 02:14 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.892
2022-11-23 02:14 JavaScript Spread Vector int8Array 0.006 s 0.213
2022-11-23 02:14 JavaScript get Vector float32Array 0.002 s 0.472
2022-11-23 02:14 JavaScript Spread Vector string 0.145 s 0.241
2022-11-23 02:14 JavaScript toArray Vector uint8Array
2022-11-23 02:14 JavaScript toArray Vector uint32Array
2022-11-23 02:14 JavaScript toArray Vector int8Array
2022-11-23 02:14 JavaScript toArray Vector numbers
2022-11-23 02:14 JavaScript Parse read recordBatches, tracks 0.000 s 0.398
2022-11-23 02:14 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.075
2022-11-23 02:14 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.041 s -4.386
2022-11-23 02:14 JavaScript toArray Vector booleans 0.010 s 0.796
2022-11-23 02:14 JavaScript toArray Vector string 0.144 s 0.875
2022-11-23 02:14 JavaScript get Vector uint16Array 0.003 s -1.783
2022-11-23 02:14 JavaScript get Vector uint64Array 0.003 s -2.340
2022-11-23 02:14 JavaScript get Vector int16Array 0.003 s -2.562
2022-11-23 02:14 JavaScript get Vector int64Array 0.003 s -1.222
2022-11-23 02:14 JavaScript get Vector uint8Array 0.003 s -1.221
2022-11-23 02:14 JavaScript get Vector uint32Array 0.003 s -1.735
2022-11-23 02:14 JavaScript get Vector int8Array 0.003 s -1.470
2022-11-23 02:14 JavaScript get Vector int32Array 0.003 s -1.926
2022-11-23 02:14 JavaScript get Vector numbers 0.002 s 2.002
2022-11-23 02:14 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.040
2022-11-23 02:14 JavaScript get Vector float64Array 0.002 s 1.022
2022-11-23 02:14 JavaScript get Vector string 0.124 s 0.100
2022-11-23 02:14 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.941
2022-11-23 02:14 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-23 02:14 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 02:14 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.185 s 1.039
2022-11-23 02:14 JavaScript get Vector booleans 0.002 s 0.020
2022-11-23 02:14 JavaScript Table tracks, 1,000,000 0.097 s -2.737
2022-11-23 02:14 JavaScript get Vector dictionary 0.002 s -4.025
2022-11-23 02:14 JavaScript Parse write recordBatches, tracks 0.002 s 0.432
2022-11-23 02:14 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.731
2022-11-23 02:14 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -1.546
2022-11-23 02:14 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.387
2022-11-23 02:14 JavaScript Table tracks, 1,000,000 0.250 s 1.153
2022-11-23 02:14 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.020
2022-11-23 02:14 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.780
2022-11-23 02:14 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.899
2022-11-23 02:14 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s -1.261
2022-11-23 02:14 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-23 02:14 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 02:14 JavaScript Table tracks, 1,000,000 0.050 s 0.113