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Challenges

Cumulative Counts

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Challenge

Given an array of numbers return the cumulative count of each item.

This is the number of times an item has occurred so far.

Examples

[1,1,2,2,2,1,1,1,3,3] -> [1,2,1,2,3,3,4,5,1,2]
[3,7,5,4,9,2,3,2,6,6] -> [1,1,1,1,1,1,2,2,1,2]

Brownie points for beating my 7 byte APL answer.

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19 answers

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Python 3, 70 bytes

def f(a):
 d={};r=[]
 for x in a:d[x]=d.get(x,0)+1;r+=[d[x]]
 return r

Try it online!

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+3
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Jelly, 4 bytes

¹Ƥċ"

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   "    For each element of the input,
  ċ     how many times does it occur in
¹Ƥ "    the corresponding prefix of the input?
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+3
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APL (Dyalog Unicode), 11 bytes (SBCS)

1 1∘⍉+\∘.=⍨

Try it online!

This was a fun APL exercise. Working on figuring out how to get it down to 7 bytes.

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General comments (4 comments)
+3
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BQN, 5 bytes

1+⊒

Try it here!

3 characters, but, as there's no SBCS codepage for BQN, it must be counted as UTF-8.

Two of the three characters are just adding one to the built-in that almost solves the challenge too.

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+2
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APL (Dyalog Unicode), 11 7 bytes (SBCS)

Razetime and rak1507 came up with 7 byte equivalents of my original dfn (this one's rak1507's). See their solutions below.

+/¨⊢=,\

Try it online!

+/¨⊢=,\
     ,\ ⍝ Prefixes of the list
    =   ⍝ Compare every prefix
   ⊢   ⍝ to the corresponding element in the original list
+/     ⍝ Sum each to get a count of how many elements in each prefix match
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General comments (3 comments)
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Japt, 14 11 8 bytes

£¯YÄ è¥X

Try it

-3 bytes thanks to @Shaggy

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General comments (2 comments)
+1
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Scala 3, 50 44 bytes

? => ?.indices zip?map(?take _+1 count _.==)

Try it in Scastie!

This is an annoying, stupid approach. The more elegant one using inits was much longer (x=>x.inits.toSeq.reverse.tail zip x map(_ count _.==)).

? =>   //The input
?.indices //The indices
  zip ?   //Zip them with the elements of the input
  .map(   //For every index i and the corresponding element x,
    ? take _+1   //Take the first i+1 elements of the input
    count        //Count how many of them
    _.==)        //Are equal to the element x
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+1
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Ruby, 36 bytes

->a{i=-1;a.map{a[0..i+=1].count _1}}

Try it online!

The code in the TIO link is 2 bytes longer because _n block parameter names are not supported on TIO's Ruby instance yet. It will work the same, however. The code is:

->a{i=-1;a.map{a[0..i+=1].count a[i]}}
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+1
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Husk, 4 bytes

Sz#ḣ

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Explanation

Sz#ḣ
Sz   zip the input
   ḣ with its prefixes
  #  using the count function
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+1
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JavaScript (Node.js), 34 29 26 bytes

-5 bytes thanks to Shaggy's suggestion on a similar challenge

-3 bytes again thanks to Shaggy!

a=>a.map(d=v=>d[v]=-~d[v])

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[26 bytes](https://tio.run/##JYxBCoMwFETX5hR/V4Nfwaa1FIkXCVkETUqLNWJCNqW9ehojw8zADLyXCsqN23P19WInHQ2P... (3 comments)
+1
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Jelly, 7 bytes

=þ`ÄŒDḢ

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+0
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Factor, 122 bytes

USING: kernel sequences sequences.windowed ;
IN: c
: c ( s -- s ) dup length [ dup last [ = ] curry count ] rolling-map ;
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Vyxal, 4 bytes

KƛtO

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Explained

KƛtO
Kƛ     # For each prefix of the input
  tO   #   How many times does the tail occur in the prefix?
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Ruby, 31 bytes

->a{a.map{$*[_1]=1.+$*[_1]||0}}

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$* is a global variable, so calling this lambda multiple times (in a single process) would give wrong result. A 32 bytes version that does not rely on a global state:

->a,*c{a.map{c[_1]=1.+c[_1]||0}}

If array consists of positive integers from a known range (lets say 0...1e3, then 30 bytes version is:

->a{b=[0]*1e3;a.map{b[_1]+=1}}
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Python 3, 74 bytes

def f(a):
 d={x:0 for x in a};r=[]
 for x in a:d[x]+=1;r+=[d[x]]
 return r

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J, 9 bytes

1#.]=&><\

This is the 7 byte APL solve but makes use of #. in place of +/"1. I came up with 1#.]=[\ first, but bubbler pointed out it breaks when non zeros are present.

Attempt it online!

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J, 24 char

([: +/ [: (* +/\ )"1 ~. ="0 1 ])

Sample Runs

   ([:+/[:(*+/\)"1~.="0 1]) 1 1 2 2 2 1 1 1 3 3
1 2 1 2 3 3 4 5 1 2
   
   ([:+/[:(*+/\)"1~.="0 1]) 3 7 5 4 9 2 3 2 6 6
1 1 1 1 1 1 2 2 1 2
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Haskell + hgl, 10 bytes

mpn$ce~<gj

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Explanation

  • mpn map across all non-empty prefixes of the input ...
  • ce count the number of elements in each prefix equal to ...
  • gj the last element of that prefix.

Reflection

I'm happy with this. It doesn't take any extra steps, and the glue is cheap.

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Python 3.8 (pre-release), 69 bytes

def f(x,y={},z=[]):
 for i in x:y[i]=y.get(i,0)+1;z+=[y[i]]
 return z

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Bonus: theoretical answer if python allowed named assignment with subscript (54 bytes)

lambda x,y={}:[y[i]:=y[i]+1if i in y else 1for i in x]
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