Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 09:30 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.678 s 0.182
2022-11-23 09:40 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 74.620 s 0.983
2022-11-23 09:35 Python dataframe-to-table chi_traffic_2020_Q1 20.880 s -2.564
2022-11-23 09:32 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.415 s -0.607
2022-11-23 09:31 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.531 s -0.849
2022-11-23 09:30 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.247 s 0.137
2022-11-23 09:36 Python dataframe-to-table type_nested 2.958 s -1.743
2022-11-23 09:44 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 82.822 s 0.168
2022-11-23 09:33 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.234 s -1.125
2022-11-23 09:35 Python dataframe-to-table type_dict 0.012 s -0.570
2022-11-23 09:32 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.137 s -0.970
2022-11-23 09:33 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.105 s -0.895
2022-11-23 09:35 Python dataframe-to-table type_floats 0.011 s 0.142
2022-11-23 09:36 Python dataset-filter nyctaxi_2010-01 1.011 s -0.333
2022-11-23 09:35 Python dataframe-to-table type_strings 0.450 s -0.406
2022-11-23 09:35 Python dataframe-to-table type_integers 0.010 s 0.472
2022-11-23 09:32 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.422 s 0.422
2022-11-23 09:56 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.515 s -0.168
2022-11-23 09:55 Python dataset-read async=True, nyctaxi_multi_ipc_s3 216.862 s 0.655
2022-11-23 09:56 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.669 s -0.862
2022-11-23 09:56 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.174 s -0.672
2022-11-23 09:55 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.044 s 0.248
2022-11-23 09:57 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.561 s 1.273
2022-11-23 09:55 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.189 s 1.108
2022-11-23 09:55 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.656 s 0.688
2022-11-23 09:56 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.203 s -0.191
2022-11-23 09:56 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.651 s -0.770
2022-11-23 09:56 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.597 s -1.683
2022-11-23 09:57 Python file-read lz4, feather, table, fanniemae_2016Q4 0.816 s 1.088
2022-11-23 09:56 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.319 s 1.013
2022-11-23 09:57 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.979 s -0.708
2022-11-23 09:57 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.622 s 1.787
2022-11-23 09:57 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.207 s 1.708
2022-11-23 09:55 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.043 s 0.357
2022-11-23 09:55 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.330 s -2.134
2022-11-23 09:56 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.140 s -0.112
2022-11-23 09:55 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.200 s 0.509
2022-11-23 09:55 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.203 s -0.703
2022-11-23 09:57 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.971 s -0.179
2022-11-23 09:57 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.919 s 0.257
2022-11-23 09:57 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.928 s -0.285
2022-11-23 09:57 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.943 s -1.280
2022-11-23 09:58 Python file-read lz4, feather, table, nyctaxi_2010-01 0.690 s -0.550
2022-11-23 09:58 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.301 s 2.217
2022-11-23 09:58 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.045 s -0.049
2022-11-23 09:59 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.555 s 0.046
2022-11-23 10:00 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.348 s 0.339
2022-11-23 10:01 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.851 s 0.091
2022-11-23 10:01 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.092 s -0.514
2022-11-23 10:02 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.739 s 0.005
2022-11-23 10:02 Python file-write lz4, feather, table, fanniemae_2016Q4 1.559 s -0.217
2022-11-23 10:03 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.717 s 0.049
2022-11-23 10:03 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.094 s 0.448
2022-11-23 10:04 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.526 s 0.260
2022-11-23 10:03 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.600 s 0.209
2022-11-23 10:05 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.368
2022-11-23 10:04 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.000 s 0.668
2022-11-23 10:05 Python wide-dataframe use_legacy_dataset=false 0.510 s 0.361
2022-11-23 10:04 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.974 s -0.013
2022-11-23 10:04 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.480 s -0.847
2022-11-23 10:05 Python file-write lz4, feather, table, nyctaxi_2010-01 1.672 s 0.149
2022-11-23 10:05 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.794 s 0.453
2022-11-23 10:14 R dataframe-to-table type_floats, R 0.013 s 0.975
2022-11-23 10:15 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.586 s -0.781
2022-11-23 10:15 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.567 s 0.103
2022-11-23 10:14 R dataframe-to-table type_integers, R 0.010 s 0.151
2022-11-23 10:14 R dataframe-to-table type_nested, R 0.571 s 0.645
2022-11-23 10:19 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.134 s -0.216
2022-11-23 10:31 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.308 s -0.001
2022-11-23 10:15 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.315 s 0.079
2022-11-23 10:14 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.337 s -0.523
2022-11-23 10:15 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.855 s 0.069
2022-11-23 10:16 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.215 s 0.131
2022-11-23 10:34 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.553 s -0.192
2022-11-23 10:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.285
2022-11-23 10:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 0.797
2022-11-23 10:16 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.582 s 0.101
2022-11-23 10:20 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.912 s 0.148
2022-11-23 10:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s -0.123
2022-11-23 10:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.628 s 0.400
2022-11-23 10:13 R dataframe-to-table chi_traffic_2020_Q1, R 4.349 s -1.597
2022-11-23 10:18 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.486 s 0.238
2022-11-23 10:23 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.951 s 0.683
2022-11-23 10:33 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.468 s 0.472
2022-11-23 10:16 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.553 s -0.094
2022-11-23 10:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 1.028
2022-11-23 10:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.096
2022-11-23 10:16 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.558 s -0.196
2022-11-23 10:17 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.909 s 0.082
2022-11-23 10:15 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.342 s -1.092
2022-11-23 10:16 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.909 s -0.506
2022-11-23 10:13 R dataframe-to-table type_strings, R 0.537 s 0.532
2022-11-23 10:15 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.598 s 0.113
2022-11-23 10:16 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.907 s -0.426
2022-11-23 10:30 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.923 s -0.245
2022-11-23 10:32 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.319 s -0.635
2022-11-23 10:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.283 s 0.869
2022-11-23 10:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.326
2022-11-23 10:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.371
2022-11-23 10:13 R dataframe-to-table type_dict, R 0.057 s -0.180
2022-11-23 10:25 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.489 s 0.665
2022-11-23 10:28 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.960 s -0.112
2022-11-23 10:34 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.579 s 0.382
2022-11-23 10:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.435 s -2.303
2022-11-23 10:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.048 s 0.507
2022-11-23 10:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s -0.356
2022-11-23 10:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.636 s 0.518
2022-11-23 10:22 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.578 s -0.146
2022-11-23 10:34 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.249 s -0.742
2022-11-23 10:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.911 s -0.975
2022-11-23 10:14 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.594 s -0.704
2022-11-23 10:16 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.818 s 0.127
2022-11-23 10:27 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.001 s 0.225
2022-11-23 10:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.419 s 0.504
2022-11-23 10:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.368 s -0.992
2022-11-23 10:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.164 s -0.278
2022-11-23 10:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.617 s -1.025
2022-11-23 10:26 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.390 s 0.295
2022-11-23 10:29 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.740 s 0.014
2022-11-23 10:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.651 s 0.556
2022-11-23 10:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.928 s -1.423
2022-11-23 10:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.564
2022-11-23 10:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s 0.340
2022-11-23 10:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.499
2022-11-23 10:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.685
2022-11-23 10:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.200
2022-11-23 10:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.292 s -0.427
2022-11-23 10:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.297
2022-11-23 10:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.134 s -0.050
2022-11-23 11:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.318 s -0.797
2022-11-23 10:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.590
2022-11-23 10:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 1.162
2022-11-23 10:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.324 s 0.522
2022-11-23 10:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.144
2022-11-23 10:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.608 s -0.411
2022-11-23 10:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.858 s 0.851
2022-11-23 10:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.206 s -2.181
2022-11-23 10:24 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.946 s -0.245
2022-11-23 10:34 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.230 s -0.999
2022-11-23 10:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.589 s -0.555
2022-11-23 10:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.299 s -0.736
2022-11-23 10:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.450
2022-11-23 10:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.904 s -1.468
2022-11-23 10:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.322 s 1.599
2022-11-23 10:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.537 s -1.566
2022-11-23 10:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.470
2022-11-23 11:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.663 s -1.418
2022-11-23 10:34 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.577 s -0.701
2022-11-23 10:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s -0.087
2022-11-23 10:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.719 s 0.688
2022-11-23 10:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -0.049
2022-11-23 10:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.579 s 0.663
2022-11-23 11:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -0.166
2022-11-23 10:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s 0.193
2022-11-23 10:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.261
2022-11-23 10:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.021
2022-11-23 10:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.705
2022-11-23 10:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.338
2022-11-23 10:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.473 s -1.656
2022-11-23 10:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.885 s -0.019
2022-11-23 11:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s -0.031
2022-11-23 11:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.458
2022-11-23 10:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.327 s -0.949
2022-11-23 10:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.598 s 0.544
2022-11-23 10:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.656 s -1.535
2022-11-23 10:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s 0.630
2022-11-23 11:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.039 s 0.476
2022-11-23 11:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.434 s -0.222
2022-11-23 10:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.702 s 0.827
2022-11-23 10:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s 0.000
2022-11-23 10:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.317 s -1.436
2022-11-23 10:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 0.575
2022-11-23 10:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s 0.644
2022-11-23 10:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.999
2022-11-23 10:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s 0.268
2022-11-23 10:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s 0.091
2022-11-23 10:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.005 s 0.484
2022-11-23 10:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.728 s -0.211
2022-11-23 10:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s 0.189
2022-11-23 10:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.277 s 0.877
2022-11-23 10:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.267
2022-11-23 10:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.500 s 0.770
2022-11-23 10:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.401
2022-11-23 10:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.173 s 0.094
2022-11-23 10:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.369 s -0.707
2022-11-23 10:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s -0.278
2022-11-23 10:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.668
2022-11-23 11:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.288 s 0.098
2022-11-23 10:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.194 s 1.237
2022-11-23 10:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s 0.184
2022-11-23 10:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.223
2022-11-23 10:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s -0.431
2022-11-23 10:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.868 s -0.601
2022-11-23 10:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.332 s -0.330
2022-11-23 10:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.522 s 0.498
2022-11-23 11:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.930 s 1.388
2022-11-23 11:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.211 s 0.515
2022-11-23 11:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.318 s -0.027
2022-11-23 10:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.506 s 0.178
2022-11-23 10:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.386 s -0.466
2022-11-23 10:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.718 s -2.847
2022-11-23 10:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.161 s 0.496
2022-11-23 10:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.281 s 0.392
2022-11-23 11:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.114
2022-11-23 10:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.265 s -1.402
2022-11-23 10:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.322 s 0.355
2022-11-23 11:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.300 s -2.202
2022-11-23 10:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.659 s -1.148
2022-11-23 10:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s -0.068
2022-11-23 10:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.332 s -0.398
2022-11-23 10:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.524 s 0.997
2022-11-23 10:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.922 s -0.124
2022-11-23 10:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.366
2022-11-23 10:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 1.076
2022-11-23 10:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.773 s -0.315
2022-11-23 10:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.520 s -0.027
2022-11-23 10:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s -0.139
2022-11-23 10:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.401
2022-11-23 11:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.275
2022-11-23 11:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.189 s 0.780
2022-11-23 11:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s -0.250
2022-11-23 11:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s -0.133
2022-11-23 11:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.422 s -1.026
2022-11-23 10:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 1.142
2022-11-23 10:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.344 s 1.492
2022-11-23 10:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.331 s 0.280
2022-11-23 10:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.566
2022-11-23 10:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.193 s -1.499
2022-11-23 11:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.199
2022-11-23 11:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.264 s -0.425
2022-11-23 11:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.428 s -0.289
2022-11-23 11:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.319 s -0.790
2022-11-23 10:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.914
2022-11-23 10:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.434 s 0.890
2022-11-23 10:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.951 s -0.380
2022-11-23 10:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.163
2022-11-23 10:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.585 s -0.104
2022-11-23 10:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.879
2022-11-23 10:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.424 s 0.700
2022-11-23 10:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.604 s -0.502
2022-11-23 10:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s -0.752
2022-11-23 10:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.726 s 0.681
2022-11-23 10:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.765 s 0.563
2022-11-23 10:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.365
2022-11-23 10:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s 0.613
2022-11-23 10:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.750 s 0.300
2022-11-23 10:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s -0.018
2022-11-23 11:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.771 s -0.449
2022-11-23 11:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.405 s -0.212
2022-11-23 10:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.298 s -1.365
2022-11-23 10:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.035
2022-11-23 11:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.917 s -0.774
2022-11-23 11:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s -0.145
2022-11-23 10:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.355 s 0.572
2022-11-23 10:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.822 s 0.261
2022-11-23 10:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s 0.091
2022-11-23 11:23 JavaScript get Vector string 0.124 s 0.445
2022-11-23 10:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.217 s -0.360
2022-11-23 11:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.518 s -0.910
2022-11-23 11:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.119 s -1.070
2022-11-23 11:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.399
2022-11-23 11:23 JavaScript Spread Vector numbers 0.008 s 0.164
2022-11-23 11:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.069
2022-11-23 11:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.905 s -0.643
2022-11-23 11:23 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 11:23 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.189 s -0.065
2022-11-23 11:23 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.699
2022-11-23 11:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s -0.437
2022-11-23 11:23 JavaScript Spread Vector uint8Array 0.006 s 0.128
2022-11-23 11:23 JavaScript toArray Vector uint32Array
2022-11-23 11:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.866 s -0.207
2022-11-23 11:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.948 s 0.041
2022-11-23 11:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.532 s 0.828
2022-11-23 11:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.303 s 0.262
2022-11-23 11:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.445 s 0.880
2022-11-23 11:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.921 s -0.770
2022-11-23 11:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.716 s -0.089
2022-11-23 11:23 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.188 s 0.097
2022-11-23 11:23 JavaScript Table tracks, 1,000,000 0.050 s 0.107
2022-11-23 11:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -0.209
2022-11-23 11:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s 0.183
2022-11-23 11:23 JavaScript toArray Vector int64Array
2022-11-23 11:23 JavaScript toArray Vector float64Array
2022-11-23 11:23 JavaScript get Vector uint16Array 0.003 s 0.311
2022-11-23 11:23 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-23 11:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s -0.077
2022-11-23 11:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.750
2022-11-23 11:23 JavaScript get Vector numbers 0.002 s -0.096
2022-11-23 11:23 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.038 s 0.775
2022-11-23 11:23 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.102
2022-11-23 11:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s 0.421
2022-11-23 11:22 JavaScript Iterate Vector uint64Array 0.004 s 0.510
2022-11-23 11:23 JavaScript Spread Vector uint16Array 0.006 s 0.120
2022-11-23 11:23 JavaScript Spread Vector uint64Array 0.012 s -1.060
2022-11-23 11:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.607 s -1.523
2022-11-23 11:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.397
2022-11-23 11:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.330 s -0.860
2022-11-23 11:23 JavaScript toArray Vector booleans 0.010 s -0.184
2022-11-23 11:23 JavaScript toArray Vector string 0.145 s 0.477
2022-11-23 11:23 JavaScript Table 1,000,000, tracks 0.302 s -1.231
2022-11-23 11:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.778 s 0.649
2022-11-23 11:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.127 s -0.057
2022-11-23 11:22 JavaScript vectorFromArray numbers 0.016 s 0.280
2022-11-23 11:22 JavaScript vectorFromArray dictionary 0.017 s 0.285
2022-11-23 11:22 JavaScript Iterate Vector uint16Array 0.002 s -0.020
2022-11-23 11:23 JavaScript Iterate Vector int16Array 0.002 s -0.210
2022-11-23 11:23 JavaScript toArray Vector uint64Array
2022-11-23 11:23 JavaScript toArray Vector int16Array
2022-11-23 11:23 JavaScript Iterate Vector float32Array 0.002 s -0.177
2022-11-23 11:23 JavaScript Spread Vector uint32Array 0.006 s 0.239
2022-11-23 11:23 JavaScript toArray Vector dictionary 0.010 s -1.117
2022-11-23 11:23 JavaScript get Vector uint8Array 0.003 s 0.207
2022-11-23 11:22 JavaScript Iterate Vector uint32Array 0.002 s -0.346
2022-11-23 11:23 JavaScript Spread Vector int8Array 0.006 s 0.279
2022-11-23 11:23 JavaScript Spread Vector int32Array 0.006 s 0.230
2022-11-23 11:23 JavaScript Spread Vector float32Array 0.008 s 0.341
2022-11-23 11:22 JavaScript vectorFromArray booleans 0.018 s 0.032
2022-11-23 11:22 JavaScript Iterate Vector uint8Array 0.002 s -0.608
2022-11-23 11:22 JavaScript Iterate Vector int8Array 0.002 s -1.269
2022-11-23 11:23 JavaScript Iterate Vector int32Array 0.002 s -0.590
2022-11-23 11:23 JavaScript Iterate Vector numbers 0.002 s -0.840
2022-11-23 11:23 JavaScript Iterate Vector dictionary 0.004 s 0.304
2022-11-23 11:23 JavaScript Iterate Vector int64Array 0.004 s -0.008
2022-11-23 11:23 JavaScript Iterate Vector float64Array 0.002 s -0.843
2022-11-23 11:23 JavaScript Iterate Vector string 0.126 s 0.455
2022-11-23 11:23 JavaScript Spread Vector int16Array 0.006 s 0.136
2022-11-23 11:23 JavaScript Spread Vector booleans 0.010 s 0.197
2022-11-23 11:23 JavaScript Spread Vector string 0.144 s 1.159
2022-11-23 11:23 JavaScript toArray Vector uint16Array
2022-11-23 11:23 JavaScript Iterate Vector booleans 0.004 s 0.656
2022-11-23 11:23 JavaScript Spread Vector int64Array 0.012 s -0.637
2022-11-23 11:23 JavaScript Spread Vector float64Array 0.008 s 0.291
2022-11-23 11:23 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.764
2022-11-23 11:23 JavaScript Spread Vector dictionary 0.010 s 0.272
2022-11-23 11:23 JavaScript toArray Vector uint8Array
2022-11-23 11:23 JavaScript toArray Vector int8Array
2022-11-23 11:23 JavaScript toArray Vector int32Array
2022-11-23 11:23 JavaScript toArray Vector float32Array
2022-11-23 11:23 JavaScript toArray Vector numbers
2022-11-23 11:23 JavaScript get Vector uint32Array 0.003 s 0.029
2022-11-23 11:23 JavaScript get Vector dictionary 0.002 s 1.170
2022-11-23 11:23 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.095
2022-11-23 11:23 JavaScript get Vector uint64Array 0.003 s 0.788
2022-11-23 11:23 JavaScript get Vector int16Array 0.003 s 0.099
2022-11-23 11:23 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.544
2022-11-23 11:23 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.787
2022-11-23 11:23 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s -0.201
2022-11-23 11:23 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.438
2022-11-23 11:23 JavaScript get Vector int8Array 0.003 s 0.579
2022-11-23 11:23 JavaScript get Vector int32Array 0.003 s 0.287
2022-11-23 11:23 JavaScript get Vector float32Array 0.002 s 0.465
2022-11-23 11:23 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.127
2022-11-23 11:23 JavaScript get Vector int64Array 0.003 s 0.315
2022-11-23 11:23 JavaScript Parse write recordBatches, tracks 0.002 s -1.238
2022-11-23 11:23 JavaScript get Vector float64Array 0.002 s -0.230
2022-11-23 11:23 JavaScript get Vector booleans 0.002 s 0.479
2022-11-23 11:23 JavaScript Table tracks, 1,000,000 0.305 s -1.358
2022-11-23 11:23 JavaScript Parse read recordBatches, tracks 0.000 s 0.417
2022-11-23 11:23 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.209
2022-11-23 11:23 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s -0.197
2022-11-23 11:23 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.326
2022-11-23 11:23 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 1.729
2022-11-23 11:23 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.563
2022-11-23 11:23 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-23 11:23 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s -0.070
2022-11-23 11:23 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.056
2022-11-23 11:23 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-23 11:23 JavaScript Table tracks, 1,000,000 0.095 s -0.120