reading_package manip_package op type time size max_memory rows cols read.delim base setup process 3.063999999941558e-6 709936880 6621343744 2342339 37 read.delim base setup real 5.245208740234375e-6 709936880 6621343744 2342339 37 read.delim base read process 1089.464910198 709936880 6621343744 2342339 37 read.delim base read real 1089.5732316970825 709936880 6621343744 2342339 37 read.delim base print process 0.015051766999931715 709936880 6621343744 2342339 37 read.delim base print real 0.015721797943115234 709936880 6621343744 2342339 37 read.delim base head process 8.085290000963141e-4 709936880 6621343744 2342339 37 read.delim base head real 8.099079132080078e-4 709936880 6621343744 2342339 37 read.delim base tail process 0.0010067789999084198 709936880 6621343744 2342339 37 read.delim base tail real 0.0010082721710205078 709936880 6621343744 2342339 37 read.delim base sample process 0.0029781670000375016 709936880 6621343744 2342339 37 read.delim base sample real 0.0029802322387695312 709936880 6621343744 2342339 37 read.delim base filter process 0.49151955999991515 709936880 6621343744 2342339 37 read.delim base filter real 0.49154090881347656 709936880 6621343744 2342339 37 read.delim base aggregate process 0.08967751000000135 709936880 6621343744 2342339 37 read.delim base aggregate real 0.08968019485473633 709936880 6621343744 2342339 37 readr dplyr setup process 0.12630891799999988 709936880 6644965376 2342339 37 readr dplyr setup real 0.1263124942779541 709936880 6644965376 2342339 37 readr dplyr read process 32.593650083 709936880 6644965376 2342339 37 readr dplyr read real 32.59428787231445 709936880 6644965376 2342339 37 readr dplyr print process 0.04750896499999868 709936880 6644965376 2342339 37 readr dplyr print real 0.04751086235046387 709936880 6644965376 2342339 37 readr dplyr head process 0.0011317969999993238 709936880 6644965376 2342339 37 readr dplyr head real 0.0011332035064697266 709936880 6644965376 2342339 37 readr dplyr tail process 6.720350000009034e-4 709936880 6644965376 2342339 37 readr dplyr tail real 6.732940673828125e-4 709936880 6644965376 2342339 37 readr dplyr sample process 0.016384803000001114 709936880 6644965376 2342339 37 readr dplyr sample real 0.01638650894165039 709936880 6644965376 2342339 37 readr dplyr filter process 0.09458435599999859 709936880 6644965376 2342339 37 readr dplyr filter real 0.09458684921264648 709936880 6644965376 2342339 37 readr dplyr aggregate process 0.09379347599999477 709936880 6644965376 2342339 37 readr dplyr aggregate real 0.0937960147857666 709936880 6644965376 2342339 37 vroom base setup process 7.52309999998424e-5 709936880 4989079552 2342339 37 vroom base setup real 7.796287536621094e-5 709936880 4989079552 2342339 37 vroom base read process 0.16403843000000018 709936880 4989079552 2342339 37 vroom base read real 0.16362786293029785 709936880 4989079552 2342339 37 vroom base print process 0.056157112999999814 709936880 4989079552 2342339 37 vroom base print real 0.05505537986755371 709936880 4989079552 2342339 37 vroom base head process 5.586259999996734e-4 709936880 4989079552 2342339 37 vroom base head real 5.600452423095703e-4 709936880 4989079552 2342339 37 vroom base tail process 8.067250000003412e-4 709936880 4989079552 2342339 37 vroom base tail real 8.080005645751953e-4 709936880 4989079552 2342339 37 vroom base sample process 0.00669999900000029 709936880 4989079552 2342339 37 vroom base sample real 0.006701469421386719 709936880 4989079552 2342339 37 vroom base filter process 0.284221665 709936880 4989079552 2342339 37 vroom base filter real 0.2842233180999756 709936880 4989079552 2342339 37 vroom base aggregate process 2.1088666509999996 709936880 4989079552 2342339 37 vroom base aggregate real 1.7768657207489014 709936880 4989079552 2342339 37 vroom dplyr setup process 0.08314487400000026 709936880 4959260672 2342339 37 vroom dplyr setup real 0.08314847946166992 709936880 4959260672 2342339 37 vroom dplyr read process 0.1629412410000004 709936880 4959260672 2342339 37 vroom dplyr read real 0.16250014305114746 709936880 4959260672 2342339 37 vroom dplyr print process 0.04872845899999989 709936880 4959260672 2342339 37 vroom dplyr print real 0.047605037689208984 709936880 4959260672 2342339 37 vroom dplyr head process 0.001250199999999868 709936880 4959260672 2342339 37 vroom dplyr head real 0.0012516975402832031 709936880 4959260672 2342339 37 vroom dplyr tail process 7.490030000001369e-4 709936880 4959260672 2342339 37 vroom dplyr tail real 0.00075054168701171875 709936880 4959260672 2342339 37 vroom dplyr sample process 0.01527529800000016 709936880 4959260672 2342339 37 vroom dplyr sample real 0.01527714729309082 709936880 4959260672 2342339 37 vroom dplyr filter process 0.305116822 709936880 4959260672 2342339 37 vroom dplyr filter real 0.30511975288391113 709936880 4959260672 2342339 37 vroom dplyr aggregate process 1.2913172750000004 709936880 4959260672 2342339 37 vroom dplyr aggregate real 1.2913398742675781 709936880 4959260672 2342339 37 vroom_no_altrep dplyr setup process 0.08015654499999991 709936880 6397005824 2342339 37 vroom_no_altrep dplyr setup real 0.08015990257263184 709936880 6397005824 2342339 37 vroom_no_altrep dplyr read process 34.306891702 709936880 6397005824 2342339 37 vroom_no_altrep dplyr read real 14.682522296905518 709936880 6397005824 2342339 37 vroom_no_altrep dplyr print process 0.04313145500000104 709936880 6397005824 2342339 37 vroom_no_altrep dplyr print real 0.04313325881958008 709936880 6397005824 2342339 37 vroom_no_altrep dplyr head process 8.676749999949607e-4 709936880 6397005824 2342339 37 vroom_no_altrep dplyr head real 8.692741394042969e-4 709936880 6397005824 2342339 37 vroom_no_altrep dplyr tail process 5.269520000013017e-4 709936880 6397005824 2342339 37 vroom_no_altrep dplyr tail real 5.283355712890625e-4 709936880 6397005824 2342339 37 vroom_no_altrep dplyr sample process 0.01451422600000285 709936880 6397005824 2342339 37 vroom_no_altrep dplyr sample real 0.014516115188598633 709936880 6397005824 2342339 37 vroom_no_altrep dplyr filter process 0.4679828829999977 709936880 6397005824 2342339 37 vroom_no_altrep dplyr filter real 0.46799564361572266 709936880 6397005824 2342339 37 vroom_no_altrep dplyr aggregate process 0.09054751499999725 709936880 6397005824 2342339 37 vroom_no_altrep dplyr aggregate real 0.09055042266845703 709936880 6397005824 2342339 37