UNPKG

skimr

Version:

CLI EDA for CSVs

114 lines (113 loc) • 9.21 kB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
reading_package manip_package op type time size max_memory rows cols data.table data.table setup process 0.05067038700000004 490798139 2920148992 1000000 25 data.table data.table setup real 0.050673484802246094 490798139 2920148992 1000000 25 data.table data.table read process 1.339093691 490798139 2920148992 1000000 25 data.table data.table read real 0.25513172149658203 490798139 2920148992 1000000 25 data.table data.table print process 0.012984569999999973 490798139 2920148992 1000000 25 data.table data.table print real 0.01298666000366211 490798139 2920148992 1000000 25 data.table data.table head process 2.257949999999731e-4 490798139 2920148992 1000000 25 data.table data.table head real 0.00022745132446289062 490798139 2920148992 1000000 25 data.table data.table tail process 1.8293999999974275e-4 490798139 2920148992 1000000 25 data.table data.table tail real 1.842975616455078e-4 490798139 2920148992 1000000 25 data.table data.table sample process 0.0032215970000000205 490798139 2920148992 1000000 25 data.table data.table sample real 0.0032236576080322266 490798139 2920148992 1000000 25 data.table data.table filter process 0.00553502799999972 490798139 2920148992 1000000 25 data.table data.table filter real 0.005329132080078125 490798139 2920148992 1000000 25 data.table data.table aggregate process 0.15706757400000004 490798139 2920148992 1000000 25 data.table data.table aggregate real 0.024374723434448242 490798139 2920148992 1000000 25 read.delim base setup process 3.1689999999695573e-6 490798139 5142343680 1000000 25 read.delim base setup real 5.0067901611328125e-6 490798139 5142343680 1000000 25 read.delim base read process 111.410966158 490798139 5142343680 1000000 25 read.delim base read real 111.41260313987732 490798139 5142343680 1000000 25 read.delim base print process 1.4099199399999947 490798139 5142343680 1000000 25 read.delim base print real 1.4099228382110596 490798139 5142343680 1000000 25 read.delim base head process 2.753560000030575e-4 490798139 5142343680 1000000 25 read.delim base head real 2.765655517578125e-4 490798139 5142343680 1000000 25 read.delim base tail process 4.943510000003926e-4 490798139 5142343680 1000000 25 read.delim base tail real 4.954338073730469e-4 490798139 5142343680 1000000 25 read.delim base sample process 0.0011230939999933298 490798139 5142343680 1000000 25 read.delim base sample real 0.0011248588562011719 490798139 5142343680 1000000 25 read.delim base filter process 4.450478324000002 490798139 5142343680 1000000 25 read.delim base filter real 4.450565814971924 490798139 5142343680 1000000 25 read.delim base aggregate process 0.03682857900000158 490798139 5142343680 1000000 25 read.delim base aggregate real 0.03683161735534668 490798139 5142343680 1000000 25 readr dplyr setup process 0.2670424519999999 490798139 3029172224 1000000 25 readr dplyr setup real 0.267045259475708 490798139 3029172224 1000000 25 readr dplyr read process 13.121372993 490798139 3029172224 1000000 25 readr dplyr read real 13.124317646026611 490798139 3029172224 1000000 25 readr dplyr print process 0.0572878620000008 490798139 3029172224 1000000 25 readr dplyr print real 0.06383562088012695 490798139 3029172224 1000000 25 readr dplyr head process 0.001062892000000204 490798139 3029172224 1000000 25 readr dplyr head real 0.001064300537109375 490798139 3029172224 1000000 25 readr dplyr tail process 4.806849999994256e-4 490798139 3029172224 1000000 25 readr dplyr tail real 4.818439483642578e-4 490798139 3029172224 1000000 25 readr dplyr sample process 0.015185605999999297 490798139 3029172224 1000000 25 readr dplyr sample real 0.015187501907348633 490798139 3029172224 1000000 25 readr dplyr filter process 0.017675308999999473 490798139 3029172224 1000000 25 readr dplyr filter real 0.01767706871032715 490798139 3029172224 1000000 25 readr dplyr aggregate process 0.05443157900000095 490798139 3029172224 1000000 25 readr dplyr aggregate real 0.05443406105041504 490798139 3029172224 1000000 25 vroom base setup process 0.22593527800000013 490798139 3523780608 1000000 25 vroom base setup real 0.2259387969970703 490798139 3523780608 1000000 25 vroom base read process 3.8099602220000004 490798139 3523780608 1000000 25 vroom base read real 0.5808789730072021 490798139 3523780608 1000000 25 vroom base print process 0.05762982400000016 490798139 3523780608 1000000 25 vroom base print real 0.05461859703063965 490798139 3523780608 1000000 25 vroom base head process 9.245710000005403e-4 490798139 3523780608 1000000 25 vroom base head real 0.00092601776123046875 490798139 3523780608 1000000 25 vroom base tail process 4.916189999999432e-4 490798139 3523780608 1000000 25 vroom base tail real 4.928112030029297e-4 490798139 3523780608 1000000 25 vroom base sample process 0.0027541729999995823 490798139 3523780608 1000000 25 vroom base sample real 0.0027556419372558594 490798139 3523780608 1000000 25 vroom base filter process 0.2551561959999997 490798139 3523780608 1000000 25 vroom base filter real 0.028618335723876953 490798139 3523780608 1000000 25 vroom base aggregate process 0.2509484510000002 490798139 3523780608 1000000 25 vroom base aggregate real 0.25095057487487793 490798139 3523780608 1000000 25 vroom dplyr setup process 0.29869805699999996 490798139 3531214848 1000000 25 vroom dplyr setup real 0.29870104789733887 490798139 3531214848 1000000 25 vroom dplyr read process 3.8170653839999997 490798139 3531214848 1000000 25 vroom dplyr read real 0.603179931640625 490798139 3531214848 1000000 25 vroom dplyr print process 0.06604458400000013 490798139 3531214848 1000000 25 vroom dplyr print real 0.06310796737670898 490798139 3531214848 1000000 25 vroom dplyr head process 9.071970000000817e-4 490798139 3531214848 1000000 25 vroom dplyr head real 0.00090885162353515625 490798139 3531214848 1000000 25 vroom dplyr tail process 4.918530000006527e-4 490798139 3531214848 1000000 25 vroom dplyr tail real 0.00049304962158203125 490798139 3531214848 1000000 25 vroom dplyr sample process 0.013811199000000052 490798139 3531214848 1000000 25 vroom dplyr sample real 0.013812541961669922 490798139 3531214848 1000000 25 vroom dplyr filter process 0.2886524169999998 490798139 3531214848 1000000 25 vroom dplyr filter real 0.041882991790771484 490798139 3531214848 1000000 25 vroom dplyr aggregate process 0.23468923700000044 490798139 3531214848 1000000 25 vroom dplyr aggregate real 0.23469161987304688 490798139 3531214848 1000000 25 vroom_no_altrep base setup process 0.22674703399999996 490798139 2886311936 1000000 25 vroom_no_altrep base setup real 0.22675061225891113 490798139 2886311936 1000000 25 vroom_no_altrep base read process 9.917269908 490798139 2886311936 1000000 25 vroom_no_altrep base read real 1.325624942779541 490798139 2886311936 1000000 25 vroom_no_altrep base print process 0.04774370600000033 490798139 2886311936 1000000 25 vroom_no_altrep base print real 0.04775238037109375 490798139 2886311936 1000000 25 vroom_no_altrep base head process 8.502769999996218e-4 490798139 2886311936 1000000 25 vroom_no_altrep base head real 0.00085163116455078125 490798139 2886311936 1000000 25 vroom_no_altrep base tail process 4.878420000000716e-4 490798139 2886311936 1000000 25 vroom_no_altrep base tail real 4.889965057373047e-4 490798139 2886311936 1000000 25 vroom_no_altrep base sample process 0.0028887550000007423 490798139 2886311936 1000000 25 vroom_no_altrep base sample real 0.0028901100158691406 490798139 2886311936 1000000 25 vroom_no_altrep base filter process 0.005902124000000342 490798139 2886311936 1000000 25 vroom_no_altrep base filter real 0.005903720855712891 490798139 2886311936 1000000 25 vroom_no_altrep base aggregate process 0.054749883000001276 490798139 2886311936 1000000 25 vroom_no_altrep base aggregate real 0.05475163459777832 490798139 2886311936 1000000 25 vroom_no_altrep dplyr setup process 0.2972948229999999 490798139 2957496320 1000000 25 vroom_no_altrep dplyr setup real 0.29729771614074707 490798139 2957496320 1000000 25 vroom_no_altrep dplyr read process 10.102860680000001 490798139 2957496320 1000000 25 vroom_no_altrep dplyr read real 1.3375225067138672 490798139 2957496320 1000000 25 vroom_no_altrep dplyr print process 0.04706370399999926 490798139 2957496320 1000000 25 vroom_no_altrep dplyr print real 0.04706525802612305 490798139 2957496320 1000000 25 vroom_no_altrep dplyr head process 8.443339999999466e-4 490798139 2957496320 1000000 25 vroom_no_altrep dplyr head real 8.456707000732422e-4 490798139 2957496320 1000000 25 vroom_no_altrep dplyr tail process 4.372789999997906e-4 490798139 2957496320 1000000 25 vroom_no_altrep dplyr tail real 4.3845176696777344e-4 490798139 2957496320 1000000 25 vroom_no_altrep dplyr sample process 0.013971556000001328 490798139 2957496320 1000000 25 vroom_no_altrep dplyr sample real 0.013973236083984375 490798139 2957496320 1000000 25 vroom_no_altrep dplyr filter process 0.01792857100000056 490798139 2957496320 1000000 25 vroom_no_altrep dplyr filter real 0.017930269241333008 490798139 2957496320 1000000 25 vroom_no_altrep dplyr aggregate process 0.045251213000000234 490798139 2957496320 1000000 25 vroom_no_altrep dplyr aggregate real 0.04525351524353027 490798139 2957496320 1000000 25