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skimr

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CLI EDA for CSVs

98 lines (97 loc) • 7.84 kB
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reading_package manip_package op type time size max_memory rows cols data.table data.table setup process 0.05641532699999985 400248755 5080014848 1000000 25 data.table data.table setup real 0.05641937255859375 400248755 5080014848 1000000 25 data.table data.table read process 45.553360995 400248755 5080014848 1000000 25 data.table data.table read real 42.82739567756653 400248755 5080014848 1000000 25 data.table data.table print process 0.01535388299999596 400248755 5080014848 1000000 25 data.table data.table print real 0.015356302261352539 400248755 5080014848 1000000 25 data.table data.table head process 2.4213100000025634e-4 400248755 5080014848 1000000 25 data.table data.table head real 2.4390220642089844e-4 400248755 5080014848 1000000 25 data.table data.table tail process 2.0244400000279938e-4 400248755 5080014848 1000000 25 data.table data.table tail real 0.00020360946655273438 400248755 5080014848 1000000 25 data.table data.table sample process 0.003910263000001635 400248755 5080014848 1000000 25 data.table data.table sample real 0.003912210464477539 400248755 5080014848 1000000 25 data.table data.table filter process 0.06275645499999882 400248755 5080014848 1000000 25 data.table data.table filter real 0.01575303077697754 400248755 5080014848 1000000 25 data.table data.table aggregate process 0.19549771300000174 400248755 5080014848 1000000 25 data.table data.table aggregate real 0.14883995056152344 400248755 5080014848 1000000 25 read.delim base setup process 4.0029999999191546e-6 400248755 4863918080 1000000 25 read.delim base setup real 6.198883056640625e-6 400248755 4863918080 1000000 25 read.delim base read process 103.065713264 400248755 4863918080 1000000 25 read.delim base read real 103.06781911849976 400248755 4863918080 1000000 25 read.delim base print process 0.007192154999998479 400248755 4863918080 1000000 25 read.delim base print real 0.007193565368652344 400248755 4863918080 1000000 25 read.delim base head process 2.5602699999183187e-4 400248755 4863918080 1000000 25 read.delim base head real 2.5725364685058594e-4 400248755 4863918080 1000000 25 read.delim base tail process 4.7244900000009693e-4 400248755 4863918080 1000000 25 read.delim base tail real 4.737377166748047e-4 400248755 4863918080 1000000 25 read.delim base sample process 0.0015474770000025728 400248755 4863918080 1000000 25 read.delim base sample real 0.0015492439270019531 400248755 4863918080 1000000 25 read.delim base filter process 0.027589560000009783 400248755 4863918080 1000000 25 read.delim base filter real 0.027591228485107422 400248755 4863918080 1000000 25 read.delim base aggregate process 0.29284924599998874 400248755 4863918080 1000000 25 read.delim base aggregate real 0.29285216331481934 400248755 4863918080 1000000 25 readr dplyr setup process 0.27801725900000007 400248755 4671979520 1000000 25 readr dplyr setup real 0.27802062034606934 400248755 4671979520 1000000 25 readr dplyr read process 62.577469189 400248755 4671979520 1000000 25 readr dplyr read real 62.581751346588135 400248755 4671979520 1000000 25 readr dplyr print process 0.07374980299999834 400248755 4671979520 1000000 25 readr dplyr print real 0.10151100158691406 400248755 4671979520 1000000 25 readr dplyr head process 0.0011762729999986732 400248755 4671979520 1000000 25 readr dplyr head real 0.0011777877807617188 400248755 4671979520 1000000 25 readr dplyr tail process 5.460859999999457e-4 400248755 4671979520 1000000 25 readr dplyr tail real 5.471706390380859e-4 400248755 4671979520 1000000 25 readr dplyr sample process 0.016387897000001317 400248755 4671979520 1000000 25 readr dplyr sample real 0.01638960838317871 400248755 4671979520 1000000 25 readr dplyr filter process 0.019892996999999468 400248755 4671979520 1000000 25 readr dplyr filter real 0.019894838333129883 400248755 4671979520 1000000 25 readr dplyr aggregate process 0.21462222699999245 400248755 4671979520 1000000 25 readr dplyr aggregate real 0.21462440490722656 400248755 4671979520 1000000 25 vroom base setup process 0.23405636800000007 400248755 3461603328 1000000 25 vroom base setup real 0.23406624794006348 400248755 3461603328 1000000 25 vroom base read process 3.9978824160000004 400248755 3461603328 1000000 25 vroom base read real 0.5949602127075195 400248755 3461603328 1000000 25 vroom base print process 0.045972403000000384 400248755 3461603328 1000000 25 vroom base print real 0.0459742546081543 400248755 3461603328 1000000 25 vroom base head process 9.583050000001592e-4 400248755 3461603328 1000000 25 vroom base head real 9.601116180419922e-4 400248755 3461603328 1000000 25 vroom base tail process 5.036210000000096e-4 400248755 3461603328 1000000 25 vroom base tail real 5.049705505371094e-4 400248755 3461603328 1000000 25 vroom base sample process 0.002841930999999853 400248755 3461603328 1000000 25 vroom base sample real 0.0028433799743652344 400248755 3461603328 1000000 25 vroom base filter process 0.16209093400000008 400248755 3461603328 1000000 25 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