UNPKG

skimr

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CLI EDA for CSVs

114 lines (113 loc) • 9.44 kB
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reading_package manip_package op type time size max_memory rows cols data.table data.table setup process 0.051875126999999965 1963219523 5880053760 100000 1000 data.table data.table setup real 0.051879167556762695 1963219523 5880053760 100000 1000 data.table data.table read process 5.577086213 1963219523 5880053760 100000 1000 data.table data.table read real 1.2563517093658447 1963219523 5880053760 100000 1000 data.table data.table print process 0.09918665400000037 1963219523 5880053760 100000 1000 data.table data.table print real 0.09919476509094238 1963219523 5880053760 100000 1000 data.table data.table head process 4.1016100000046407e-4 1963219523 5880053760 100000 1000 data.table data.table head real 4.124641418457031e-4 1963219523 5880053760 100000 1000 data.table data.table tail process 4.3974700000060096e-4 1963219523 5880053760 100000 1000 data.table data.table tail real 4.417896270751953e-4 1963219523 5880053760 100000 1000 data.table data.table sample process 0.002832650000000214 1963219523 5880053760 100000 1000 data.table data.table sample real 0.002834796905517578 1963219523 5880053760 100000 1000 data.table data.table filter process 0.003388150000000145 1963219523 5880053760 100000 1000 data.table data.table filter real 0.003390073776245117 1963219523 5880053760 100000 1000 data.table data.table aggregate process 0.014421183999999698 1963219523 5880053760 100000 1000 data.table data.table aggregate real 0.003484010696411133 1963219523 5880053760 100000 1000 read.delim base setup process 3.0330000000411417e-6 1963219523 15470862336 100000 1000 read.delim base setup real 4.76837158203125e-6 1963219523 15470862336 100000 1000 read.delim base read process 520.970175058 1963219523 15470862336 100000 1000 read.delim base read real 520.9826147556305 1963219523 15470862336 100000 1000 read.delim base print process 0.1300029069999482 1963219523 15470862336 100000 1000 read.delim base print real 0.13001203536987305 1963219523 15470862336 100000 1000 read.delim base head process 0.006249463000017386 1963219523 15470862336 100000 1000 read.delim base head real 0.006251096725463867 1963219523 15470862336 100000 1000 read.delim base tail process 0.006446566000022358 1963219523 15470862336 100000 1000 read.delim base tail real 0.006448507308959961 1963219523 15470862336 100000 1000 read.delim base sample process 0.008708142000045882 1963219523 15470862336 100000 1000 read.delim base sample real 0.008709907531738281 1963219523 15470862336 100000 1000 read.delim base filter process 0.07440451399997983 1963219523 15470862336 100000 1000 read.delim base filter real 0.07440614700317383 1963219523 15470862336 100000 1000 read.delim base aggregate process 0.00439676700000291 1963219523 15470862336 100000 1000 read.delim base aggregate real 0.0043985843658447266 1963219523 15470862336 100000 1000 readr dplyr setup process 0.26801563699999975 1963219523 5863723008 100000 1000 readr dplyr setup real 0.2680184841156006 1963219523 5863723008 100000 1000 readr dplyr read process 56.104649359 1963219523 5863723008 100000 1000 readr dplyr read real 56.11158347129822 1963219523 5863723008 100000 1000 readr dplyr print process 0.0787199290000018 1963219523 5863723008 100000 1000 readr dplyr print real 0.0954742431640625 1963219523 5863723008 100000 1000 readr dplyr head process 0.0027141720000045666 1963219523 5863723008 100000 1000 readr dplyr head real 0.0027158260345458984 1963219523 5863723008 100000 1000 readr dplyr tail process 0.0022157200000023636 1963219523 5863723008 100000 1000 readr dplyr tail real 0.002217531204223633 1963219523 5863723008 100000 1000 readr dplyr sample process 0.02533303300000256 1963219523 5863723008 100000 1000 readr dplyr sample real 0.025334835052490234 1963219523 5863723008 100000 1000 readr dplyr filter process 0.017108968999998808 1963219523 5863723008 100000 1000 readr dplyr filter real 0.017110586166381836 1963219523 5863723008 100000 1000 readr dplyr aggregate process 0.038782436000005305 1963219523 5863723008 100000 1000 readr dplyr aggregate real 0.03878426551818848 1963219523 5863723008 100000 1000 vroom base setup process 0.22703830000000025 1963219523 7791280128 100000 1000 vroom base setup real 0.2270522117614746 1963219523 7791280128 100000 1000 vroom base read process 16.174510832 1963219523 7791280128 100000 1000 vroom base read real 2.998760223388672 1963219523 7791280128 100000 1000 vroom base print process 0.07004265899999851 1963219523 7791280128 100000 1000 vroom base print real 0.06718945503234863 1963219523 7791280128 100000 1000 vroom base head process 0.003972434999997887 1963219523 7791280128 100000 1000 vroom base head real 0.003973960876464844 1963219523 7791280128 100000 1000 vroom base tail process 0.00348148499999823 1963219523 7791280128 100000 1000 vroom base tail real 0.0034830570220947266 1963219523 7791280128 100000 1000 vroom base sample process 0.00464282200000099 1963219523 7791280128 100000 1000 vroom base sample real 0.0046443939208984375 1963219523 7791280128 100000 1000 vroom base filter process 0.049587988999999055 1963219523 7791280128 100000 1000 vroom base filter real 0.010494709014892578 1963219523 7791280128 100000 1000 vroom base aggregate process 0.041909286999999296 1963219523 7791280128 100000 1000 vroom base aggregate real 0.04191112518310547 1963219523 7791280128 100000 1000 vroom dplyr setup process 0.2996260059999998 1963219523 7792242688 100000 1000 vroom dplyr setup real 0.29964709281921387 1963219523 7792242688 100000 1000 vroom dplyr read process 16.673107875 1963219523 7792242688 100000 1000 vroom dplyr read real 2.9666857719421387 1963219523 7792242688 100000 1000 vroom dplyr print process 0.07086207600000094 1963219523 7792242688 100000 1000 vroom dplyr print real 0.06784224510192871 1963219523 7792242688 100000 1000 vroom dplyr head process 0.003975565000001069 1963219523 7792242688 100000 1000 vroom dplyr head real 0.0039768218994140625 1963219523 7792242688 100000 1000 vroom dplyr tail process 0.013946671999999438 1963219523 7792242688 100000 1000 vroom dplyr tail real 0.013948440551757812 1963219523 7792242688 100000 1000 vroom dplyr sample process 0.02246668400000118 1963219523 7792242688 100000 1000 vroom dplyr sample real 0.022468090057373047 1963219523 7792242688 100000 1000 vroom dplyr filter process 0.05683080300000043 1963219523 7792242688 100000 1000 vroom dplyr filter real 0.019407272338867188 1963219523 7792242688 100000 1000 vroom dplyr aggregate process 0.07652678499999865 1963219523 7792242688 100000 1000 vroom dplyr aggregate real 0.07652854919433594 1963219523 7792242688 100000 1000 vroom_no_altrep base setup process 0.22699760899999988 1963219523 5739347968 100000 1000 vroom_no_altrep base setup real 0.22700119018554688 1963219523 5739347968 100000 1000 vroom_no_altrep base read process 40.352723725000004 1963219523 5739347968 100000 1000 vroom_no_altrep base read real 6.934685707092285 1963219523 5739347968 100000 1000 vroom_no_altrep base print process 0.060421132000001876 1963219523 5739347968 100000 1000 vroom_no_altrep base print real 0.06042838096618652 1963219523 5739347968 100000 1000 vroom_no_altrep base head process 0.0024158189999994306 1963219523 5739347968 100000 1000 vroom_no_altrep base head real 0.0024175643920898438 1963219523 5739347968 100000 1000 vroom_no_altrep base tail process 0.0020524330000029067 1963219523 5739347968 100000 1000 vroom_no_altrep base tail real 0.002053976058959961 1963219523 5739347968 100000 1000 vroom_no_altrep base sample process 0.004886046000002864 1963219523 5739347968 100000 1000 vroom_no_altrep base sample real 0.00488734245300293 1963219523 5739347968 100000 1000 vroom_no_altrep base filter process 0.005605907000003185 1963219523 5739347968 100000 1000 vroom_no_altrep base filter real 0.00560760498046875 1963219523 5739347968 100000 1000 vroom_no_altrep base aggregate process 0.0062097089999966215 1963219523 5739347968 100000 1000 vroom_no_altrep base aggregate real 0.006211280822753906 1963219523 5739347968 100000 1000 vroom_no_altrep dplyr setup process 0.2939437899999999 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr setup real 0.2939589023590088 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr read process 41.10774825 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr read real 6.923159122467041 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr print process 0.06295269499999989 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr print real 0.06295442581176758 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr head process 0.0024358220000024744 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr head real 0.0024373531341552734 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr tail process 0.002060569999997597 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr tail real 0.002062082290649414 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr sample process 0.09410682600000086 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr sample real 0.09410929679870605 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr filter process 0.013741070000001798 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr filter real 0.013743400573730469 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr aggregate process 0.030236498000000722 1963219523 5740023808 100000 1000 vroom_no_altrep dplyr aggregate real 0.030238628387451172 1963219523 5740023808 100000 1000