Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-23 20:41 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.771 s
2023-01-23 20:41 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.235 s
2023-01-23 20:42 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 13.571 s
2023-01-23 20:43 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 13.486 s
2023-01-23 20:43 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.437 s
2023-01-23 20:43 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.111 s
2023-01-23 20:44 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.418 s
2023-01-23 20:44 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.276 s
2023-01-23 20:46 Python dataframe-to-table chi_traffic_2020_Q1 20.714 s
2023-01-23 20:46 Python dataframe-to-table type_integers 0.010 s
2023-01-23 21:07 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.217 s
2023-01-23 21:08 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.215 s
2023-01-23 20:55 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 84.289 s
2023-01-23 21:08 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.138 s
2023-01-23 21:08 Python dataset-serialize feather, 10pc, nyctaxi_multi_parquet_s3 0.200 s
2023-01-23 21:09 Python dataset-serialize csv, 10pc, nyctaxi_multi_parquet_s3 7.255 s
2023-01-23 21:13 Python dataset-serialize feather, 100pc, nyctaxi_multi_parquet_s3 2.149 s
2023-01-23 20:47 Python dataset-filter nyctaxi_2010-01 1.036 s
2023-01-23 20:51 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 77.099 s
2023-01-23 21:08 Python dataset-serialize arrow, 1pc, nyctaxi_multi_parquet_s3 0.023 s
2023-01-23 21:08 Python dataset-serialize arrow, 10pc, nyctaxi_multi_parquet_s3 0.199 s
2023-01-23 20:46 Python dataframe-to-table type_strings 0.432 s
2023-01-23 21:07 Python dataset-read async=True, nyctaxi_multi_ipc_s3 229.718 s
2023-01-23 20:46 Python dataframe-to-table type_dict 0.011 s
2023-01-23 21:22 Python dataset-serialize csv, 10pc, nyctaxi_multi_ipc_s3 8.384 s
2023-01-23 20:46 Python dataframe-to-table type_floats 0.010 s
2023-01-23 21:07 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.303 s
2023-01-23 21:07 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.023 s
2023-01-23 21:07 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.179 s
2023-01-23 21:08 Python dataset-serialize csv, 1pc, nyctaxi_multi_parquet_s3 0.730 s
2023-01-23 21:12 Python dataset-serialize arrow, 100pc, nyctaxi_multi_parquet_s3 2.148 s
2023-01-23 20:47 Python dataframe-to-table type_nested 2.954 s
2023-01-23 21:07 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.676 s
2023-01-23 21:08 Python dataset-serialize parquet, 1pc, nyctaxi_multi_parquet_s3 0.304 s
2023-01-23 21:07 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.231 s
2023-01-23 21:07 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.201 s
2023-01-23 21:07 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.024 s
2023-01-23 21:08 Python dataset-serialize parquet, 10pc, nyctaxi_multi_parquet_s3 2.905 s
2023-01-23 21:12 Python dataset-serialize parquet, 100pc, nyctaxi_multi_parquet_s3 30.039 s
2023-01-23 21:20 Python dataset-serialize arrow, 1pc, nyctaxi_multi_ipc_s3 0.026 s
2023-01-23 21:08 Python dataset-serialize feather, 1pc, nyctaxi_multi_parquet_s3 0.023 s
2023-01-23 21:20 Python dataset-serialize csv, 100pc, nyctaxi_multi_parquet_s3 73.282 s
2023-01-23 21:20 Python dataset-serialize csv, 1pc, nyctaxi_multi_ipc_s3 0.836 s
2023-01-23 21:21 Python dataset-serialize parquet, 10pc, nyctaxi_multi_ipc_s3 3.003 s
2023-01-23 21:26 Python dataset-serialize feather, 100pc, nyctaxi_multi_ipc_s3 2.410 s
2023-01-23 21:20 Python dataset-serialize feather, 1pc, nyctaxi_multi_ipc_s3 0.025 s
2023-01-23 21:20 Python dataset-serialize parquet, 1pc, nyctaxi_multi_ipc_s3 0.283 s
2023-01-23 21:21 Python dataset-serialize feather, 10pc, nyctaxi_multi_ipc_s3 0.224 s
2023-01-23 21:25 Python dataset-serialize parquet, 100pc, nyctaxi_multi_ipc_s3 30.442 s
2023-01-23 21:25 Python dataset-serialize arrow, 100pc, nyctaxi_multi_ipc_s3 2.408 s
2023-01-23 21:21 Python dataset-serialize arrow, 10pc, nyctaxi_multi_ipc_s3 0.224 s
2023-01-23 21:34 Python dataset-serialize csv, 100pc, nyctaxi_multi_ipc_s3 83.191 s
2023-01-23 21:34 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.526 s
2023-01-23 21:34 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.642 s
2023-01-23 21:34 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.523 s
2023-01-23 21:34 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.661 s
2023-01-23 21:35 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.717 s
2023-01-23 21:35 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.327 s
2023-01-23 21:35 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.308 s
2023-01-23 21:35 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.985 s
2023-01-23 21:35 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.967 s
2023-01-23 21:35 Python file-read lz4, feather, table, fanniemae_2016Q4 0.824 s
2023-01-23 21:36 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.937 s
2023-01-23 21:36 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.943 s
2023-01-23 21:36 Python file-read lz4, feather, table, nyctaxi_2010-01 0.667 s
2023-01-23 21:36 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.580 s
2023-01-23 21:36 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.938 s
2023-01-23 21:36 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.317 s
2023-01-23 21:38 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.707 s
2023-01-23 21:37 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.364 s
2023-01-23 21:42 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 8.951 s
2023-01-23 21:38 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.906 s
2023-01-23 21:39 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.192 s
2023-01-23 21:39 Python file-write uncompressed, feather, table, fanniemae_2016Q4 4.540 s
2023-01-23 21:40 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.564 s
2023-01-23 21:40 Python file-write lz4, feather, table, fanniemae_2016Q4 1.543 s
2023-01-23 21:41 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.623 s
2023-01-23 21:41 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.508 s
2023-01-23 21:42 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.021 s
2023-01-23 21:42 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.437 s
2023-01-23 21:43 Python file-write lz4, feather, table, nyctaxi_2010-01 1.363 s
2023-01-23 21:43 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.360 s
2023-01-23 21:43 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.948 s
2023-01-23 21:43 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.785 s
2023-01-23 21:43 Python wide-dataframe use_legacy_dataset=true 0.374 s
2023-01-23 21:43 Python wide-dataframe use_legacy_dataset=false 0.510 s
2023-01-23 21:52 R dataframe-to-table chi_traffic_2020_Q1, R 4.397 s
2023-01-23 21:52 R dataframe-to-table type_strings, R 0.535 s
2023-01-23 21:53 R dataframe-to-table type_dict, R 0.046 s
2023-01-23 21:53 R dataframe-to-table type_floats, R 0.013 s
2023-01-23 21:53 R dataframe-to-table type_integers, R 0.010 s
2023-01-23 21:53 R dataframe-to-table type_nested, R 0.574 s
2023-01-23 21:54 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.602 s
2023-01-23 21:53 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.339 s
2023-01-23 21:54 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.594 s
2023-01-23 21:54 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.350 s
2023-01-23 21:54 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.312 s
2023-01-23 21:54 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.569 s
2023-01-23 21:54 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.598 s
2023-01-23 21:55 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.853 s
2023-01-23 21:55 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.918 s
2023-01-23 21:55 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.577 s
2023-01-23 21:55 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.578 s
2023-01-23 21:55 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.926 s
2023-01-23 21:56 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.213 s
2023-01-23 21:56 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.823 s
2023-01-23 21:56 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.583 s
2023-01-23 21:56 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.904 s
2023-01-23 21:57 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.711 s
2023-01-23 21:59 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.639 s
2023-01-23 22:00 R file-write snappy, parquet, table, fanniemae_2016Q4, R 10.132 s
2023-01-23 22:02 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 17.108 s
2023-01-23 22:02 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.960 s
2023-01-23 22:04 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 9.001 s
2023-01-23 22:04 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.492 s
2023-01-23 22:06 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.503 s
2023-01-23 22:07 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.931 s
2023-01-23 22:08 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.784 s
2023-01-23 22:09 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.667 s
2023-01-23 22:10 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.740 s
2023-01-23 22:11 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.312 s
2023-01-23 22:12 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.180 s
2023-01-23 22:12 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.469 s
2023-01-23 22:14 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.617 s
2023-01-23 22:14 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.594 s
2023-01-23 22:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.293 s
2023-01-23 22:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.545 s
2023-01-23 22:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.244 s
2023-01-23 22:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.239 s
2023-01-23 22:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.248 s
2023-01-23 22:13 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.083 s
2023-01-23 22:14 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.254 s
2023-01-23 22:14 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.573 s
2023-01-23 22:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.277 s
2023-01-23 22:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.911 s
2023-01-23 22:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.657 s
2023-01-23 22:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.362 s
2023-01-23 22:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.351 s
2023-01-23 22:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.205 s
2023-01-23 22:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.248 s
2023-01-23 22:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.207 s
2023-01-23 22:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.303 s
2023-01-23 22:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.241 s
2023-01-23 22:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.325 s
2023-01-23 22:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.363 s
2023-01-23 22:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.168 s
2023-01-23 22:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.685 s
2023-01-23 22:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.085 s
2023-01-23 22:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.313 s
2023-01-23 22:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.185 s
2023-01-23 22:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.208 s
2023-01-23 22:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.283 s
2023-01-23 22:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.697 s
2023-01-23 22:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.352 s
2023-01-23 22:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.280 s
2023-01-23 22:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.903 s
2023-01-23 22:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.333 s
2023-01-23 22:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.222 s
2023-01-23 22:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.645 s
2023-01-23 22:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.595 s
2023-01-23 22:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.277 s
2023-01-23 22:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.289 s
2023-01-23 22:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.312 s
2023-01-23 22:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.270 s
2023-01-23 22:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.252 s
2023-01-23 22:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.021 s
2023-01-23 22:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.447 s
2023-01-23 22:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.594 s
2023-01-23 22:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.206 s
2023-01-23 22:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.327 s
2023-01-23 22:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.781 s
2023-01-23 22:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s
2023-01-23 22:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.523 s
2023-01-23 22:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.218 s
2023-01-23 22:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.362 s
2023-01-23 22:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.365 s
2023-01-23 22:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.245 s
2023-01-23 22:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.388 s
2023-01-23 22:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.676 s
2023-01-23 22:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.306 s
2023-01-23 22:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.307 s
2023-01-23 22:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.355 s
2023-01-23 22:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.795 s
2023-01-23 22:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.311 s
2023-01-23 22:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.781 s
2023-01-23 22:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.308 s
2023-01-23 22:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.977 s
2023-01-23 22:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.158 s
2023-01-23 22:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.336 s
2023-01-23 22:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.340 s
2023-01-23 22:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.879 s
2023-01-23 22:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.218 s
2023-01-23 22:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.273 s
2023-01-23 22:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.220 s
2023-01-23 22:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.451 s
2023-01-23 22:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.581 s
2023-01-23 22:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.284 s
2023-01-23 22:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.337 s
2023-01-23 22:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.782 s
2023-01-23 22:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.272 s
2023-01-23 22:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.240 s
2023-01-23 22:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.195 s
2023-01-23 22:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.559 s
2023-01-23 22:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.250 s
2023-01-23 22:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.296 s
2023-01-23 22:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.412 s
2023-01-23 22:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.445 s
2023-01-23 22:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.632 s
2023-01-23 22:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.456 s
2023-01-23 22:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.670 s
2023-01-23 22:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.279 s
2023-01-23 22:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.962 s
2023-01-23 22:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.622 s
2023-01-23 22:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.390 s
2023-01-23 22:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.689 s
2023-01-23 22:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.281 s
2023-01-23 22:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.345 s
2023-01-23 22:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.385 s
2023-01-23 22:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.349 s
2023-01-23 22:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.658 s
2023-01-23 22:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.888 s
2023-01-23 22:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.252 s
2023-01-23 22:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.358 s
2023-01-23 22:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.359 s
2023-01-23 22:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.313 s
2023-01-23 22:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.696 s
2023-01-23 22:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.621 s
2023-01-23 22:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.868 s
2023-01-23 22:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.730 s
2023-01-23 22:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.270 s
2023-01-23 22:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.314 s
2023-01-23 22:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.551 s
2023-01-23 22:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.266 s
2023-01-23 22:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.378 s
2023-01-23 22:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.449 s
2023-01-23 22:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.334 s
2023-01-23 22:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.506 s
2023-01-23 22:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.930 s
2023-01-23 22:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.225 s
2023-01-23 22:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.348 s
2023-01-23 22:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.593 s
2023-01-23 22:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.245 s
2023-01-23 22:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.437 s
2023-01-23 22:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.218 s
2023-01-23 22:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.602 s
2023-01-23 22:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.979 s
2023-01-23 22:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.293 s
2023-01-23 22:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.543 s
2023-01-23 22:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.261 s
2023-01-23 22:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.250 s
2023-01-23 22:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.205 s
2023-01-23 22:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.216 s
2023-01-23 22:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.601 s
2023-01-23 22:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.230 s
2023-01-23 22:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.894 s
2023-01-23 22:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.126 s
2023-01-23 22:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.233 s
2023-01-23 22:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.285 s
2023-01-23 22:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.276 s
2023-01-23 22:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.340 s
2023-01-23 22:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.238 s
2023-01-23 22:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.413 s
2023-01-23 22:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.251 s
2023-01-23 22:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.007 s
2023-01-23 22:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 7.004 s
2023-01-23 22:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.216 s
2023-01-23 22:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.201 s
2023-01-23 22:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.682 s
2023-01-23 22:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.272 s
2023-01-23 22:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.544 s
2023-01-23 22:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.471 s
2023-01-23 22:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.275 s
2023-01-23 22:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.337 s
2023-01-23 22:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.461 s
2023-01-23 22:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.462 s
2023-01-23 22:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.015 s
2023-01-23 22:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.421 s
2023-01-23 22:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.454 s
2023-01-23 22:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.372 s
2023-01-23 22:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.276 s
2023-01-23 22:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.386 s
2023-01-23 22:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.346 s
2023-01-23 22:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.289 s
2023-01-23 22:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.350 s
2023-01-23 22:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.659 s
2023-01-23 22:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.820 s
2023-01-23 22:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.207 s
2023-01-23 22:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.212 s
2023-01-23 22:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.344 s
2023-01-23 22:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.903 s
2023-01-23 22:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 6.206 s
2023-01-23 22:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.235 s
2023-01-23 22:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.479 s
2023-01-23 22:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.751 s
2023-01-23 22:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.193 s
2023-01-23 22:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.889 s
2023-01-23 22:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.253 s
2023-01-23 22:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.927 s
2023-01-23 23:03 JavaScript Spread Vector float32Array 0.008 s
2023-01-23 22:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.272 s
2023-01-23 22:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.469 s
2023-01-23 22:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.306 s
2023-01-23 22:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.622 s
2023-01-23 22:51 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.943 s
2023-01-23 23:03 JavaScript Iterate Vector int64Array 0.004 s
2023-01-23 23:03 JavaScript Spread Vector int64Array 0.012 s
2023-01-23 23:03 JavaScript Iterate Vector booleans 0.004 s
2023-01-23 23:03 JavaScript Iterate Vector string 0.127 s
2023-01-23 22:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.316 s
2023-01-23 23:03 JavaScript vectorFromArray numbers 0.016 s
2023-01-23 23:03 JavaScript Spread Vector int16Array 0.007 s
2023-01-23 23:03 JavaScript vectorFromArray dictionary 0.018 s
2023-01-23 23:03 JavaScript Iterate Vector uint64Array 0.005 s
2023-01-23 23:03 JavaScript Iterate Vector int16Array 0.002 s
2023-01-23 23:03 JavaScript toArray Vector int16Array
2023-01-23 23:03 JavaScript toArray Vector booleans 0.010 s
2023-01-23 23:03 JavaScript Iterate Vector uint32Array 0.002 s
2023-01-23 23:03 JavaScript Spread Vector uint8Array 0.006 s
2023-01-23 23:03 JavaScript Spread Vector uint32Array 0.007 s
2023-01-23 23:03 JavaScript toArray Vector uint8Array
2023-01-23 23:03 JavaScript vectorFromArray booleans 0.018 s
2023-01-23 23:03 JavaScript Iterate Vector uint8Array 0.002 s
2023-01-23 23:03 JavaScript toArray Vector int32Array
2023-01-23 23:03 JavaScript toArray Vector float32Array
2023-01-23 23:03 JavaScript toArray Vector numbers
2023-01-23 23:03 JavaScript toArray Vector dictionary 0.010 s
2023-01-23 23:03 JavaScript Iterate Vector int32Array 0.002 s
2023-01-23 23:03 JavaScript Iterate Vector float32Array 0.002 s
2023-01-23 23:03 JavaScript Iterate Vector dictionary 0.004 s
2023-01-23 23:03 JavaScript Spread Vector int32Array 0.006 s
2023-01-23 23:03 JavaScript Spread Vector numbers 0.008 s
2023-01-23 23:03 JavaScript Iterate Vector int8Array 0.002 s
2023-01-23 23:03 JavaScript Iterate Vector numbers 0.002 s
2023-01-23 23:03 JavaScript Spread Vector int8Array 0.006 s
2023-01-23 23:03 JavaScript Iterate Vector uint16Array 0.002 s
2023-01-23 23:03 JavaScript Spread Vector float64Array 0.008 s
2023-01-23 23:03 JavaScript Spread Vector booleans 0.010 s
2023-01-23 23:03 JavaScript Spread Vector string 0.145 s
2023-01-23 23:03 JavaScript toArray Vector uint16Array
2023-01-23 23:03 JavaScript toArray Vector uint64Array
2023-01-23 23:03 JavaScript toArray Vector int64Array
2023-01-23 23:03 JavaScript Iterate Vector float64Array 0.002 s
2023-01-23 23:03 JavaScript Spread Vector uint16Array 0.006 s
2023-01-23 23:03 JavaScript Spread Vector uint64Array 0.012 s
2023-01-23 23:03 JavaScript toArray Vector float64Array
2023-01-23 23:03 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s
2023-01-23 23:03 JavaScript Table tracks, 1,000,000 0.292 s
2023-01-23 23:03 JavaScript Table tracks, 1,000,000 0.095 s
2023-01-23 23:03 JavaScript Spread Vector dictionary 0.010 s
2023-01-23 23:03 JavaScript get Vector int8Array 0.003 s
2023-01-23 23:03 JavaScript get Vector dictionary 0.002 s
2023-01-23 23:03 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s
2023-01-23 23:03 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s
2023-01-23 23:03 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2023-01-23 23:03 JavaScript toArray Vector uint32Array
2023-01-23 23:03 JavaScript toArray Vector int8Array
2023-01-23 23:03 JavaScript get Vector int32Array 0.003 s
2023-01-23 23:03 JavaScript get Vector float32Array 0.002 s
2023-01-23 23:03 JavaScript Parse read recordBatches, tracks 0.000 s
2023-01-23 23:03 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s
2023-01-23 23:03 JavaScript toArray Vector string 0.146 s
2023-01-23 23:03 JavaScript get Vector uint16Array 0.003 s
2023-01-23 23:03 JavaScript get Vector booleans 0.002 s
2023-01-23 23:03 JavaScript get Vector uint8Array 0.003 s
2023-01-23 23:03 JavaScript get Vector uint32Array 0.003 s
2023-01-23 23:03 JavaScript get Vector numbers 0.002 s
2023-01-23 23:03 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.029 s
2023-01-23 23:03 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s
2023-01-23 23:03 JavaScript get Vector uint64Array 0.003 s
2023-01-23 23:03 JavaScript get Vector int16Array 0.003 s
2023-01-23 23:03 JavaScript get Vector float64Array 0.002 s
2023-01-23 23:03 JavaScript get Vector string 0.125 s
2023-01-23 23:03 JavaScript Parse write recordBatches, tracks 0.002 s
2023-01-23 23:03 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s
2023-01-23 23:03 JavaScript get Vector int64Array 0.003 s
2023-01-23 23:03 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.184 s
2023-01-23 23:03 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s
2023-01-23 23:03 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s
2023-01-23 23:03 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s
2023-01-23 23:03 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s
2023-01-23 23:03 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s
2023-01-23 23:03 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.187 s
2023-01-23 23:03 JavaScript Table tracks, 1,000,000 0.050 s
2023-01-23 23:03 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s
2023-01-23 23:03 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s
2023-01-23 23:03 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2023-01-23 23:03 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2023-01-23 23:03 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s
2023-01-23 23:03 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2023-01-23 23:03 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s
2023-01-23 23:03 JavaScript Table 1,000,000, tracks 0.248 s
2023-01-23 23:03 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.031 s