Loop until… with Ramda

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轻奢々
轻奢々 2020-12-17 05:34

I was trying to refactor few pieces of code using Ramda and I was wondering, What could be a good approach in Ramda/Functional Programming to solve the following code:

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  • 2020-12-17 05:58

    I don't know if this does what you want, but Ramda's until might be what you need:

    const operation = ({val, ctr}) => ({val: val % 2 ? (3 * val + 1) : (val / 2), ctr: ctr + 1})
    
    const indexCondition = ({ctr}) => ctr > 100
    const valCondition = ({val}) =>  val === 1
    const condition = R.either(indexCondition, valCondition)
    
    const check = R.until(condition, operation)
    
    const collatz = n => check({ctr: 0, val: n})
    
    console.log(collatz(12)) 
    // 12 -> 6 -> 3 -> 10 -> 5 -> 16 -> 8 -> 4 -> 2 -> 1 //=> {"ctr": 9, "val": 1}
    console.log(collatz(5)) 
    // 5 -> 16 -> 8 -> 4 -> 2 -> 1 //=> {"ctr": 5, "val": 1}
    console.log(collatz(27)) 
    //27 -> 82 -> 41 -> 124 -> 62 -> .... //=> {"ctr": 101, "val": 160}
    <script src="//cdnjs.cloudflare.com/ajax/libs/ramda/0.25.0/ramda.js"></script>

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  • 2020-12-17 06:13

    It looks like you're looking for a reverse fold, or unfold.

    Most people are familiar with reduce: it takes a collection of values and reduces it to a single value – unfold is the opposite: it takes a single value and unfolds it to a collection of values

    Someone else more familiar with Ramda can comment if a similar function already exists in the library

    const unfold = (f, init) =>
      f ( (x, next) => [ x, ...unfold (f, next) ]
        , () => []
        , init
        )
    
    const nextLetter = c =>
      String.fromCharCode (c.charCodeAt (0) + 1)
    
    const alphabet =
      unfold
        ( (next, done, c) =>
            c > 'z'
              ? done ()
              : next (c, nextLetter (c))
        , 'a'
        )
    
    console.log (alphabet)
    // [ a, b, c, d, e, f, g, h, i, j, k, l, m, n, o, p, q, r, s, t, u, v, w, x, y, z ]

    unfold is pretty powerful

    const fib = (n = 0) =>
      unfold
        ( (next, done, [ n, a, b ]) =>
            n < 0
              ? done ()
              : next (a, [ n - 1, b, a + b ])
        , [ n, 0, 1 ]
        )
    
    console.log (fib (20))
    // [ 0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 610, 987, 1597, 2584, 4181, 6765 ]
    

    We can implement your iterateUntil using unfold

    const unfold = (f, init) =>
      f ( (x, acc) => [ x, ...unfold (f, acc) ]
        , () => []
        , init
        )
        
    const iterateUntil = (f, init) =>
      unfold
        ( (next, done, [ arr, i ]) =>
            i >= arr.length || f (arr [i], i, arr)
              ? done ()
              : next (arr [i], [ arr, i + 1 ])
        , [ init, 0 ]
        )
      
    const data =
      [ 'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i' ]
      
    console.log (iterateUntil ((x, i) => i > 3, data))
    // [ 'a', 'b', 'c', 'd' ]
    
    console.log (iterateUntil ((x, i) => x === 'd', data))
    // [ 'a', 'b', 'c', 'd' ]

    We can make it support asynchrony easily with async and await. Below we use asyncUnfold to perform a recursive db lookup starting with a single node id, 0

    • db.getChildren accepts a node id and returns only the node's immediate children

    • traverse accepts a node id and it recursively fetches all descendant children (in depth-first order)

    const asyncUnfold = async (f, init) =>
      f ( async (x, acc) => [ x, ...await asyncUnfold (f, acc) ]
        , async () => []
        , init
        )
    
    // demo async function
    const Db =
      { getChildren : (id) =>
          new Promise (r => setTimeout (r, 100, data [id] || []))
      }
    
    const Empty =
      Symbol ()
    
    const traverse = (id) =>
      asyncUnfold
        ( async (next, done, [ id = Empty, ...rest ]) =>
            id === Empty
              ? done ()
              : next (id, [ ...await Db.getChildren (id), ...rest ])
        , [ id ]
        )
        
    const data =
      { 0 : [ 1, 2, 3 ]
      , 1 : [ 11, 12, 13 ]
      , 2 : [ 21, 22, 23 ]
      , 3 : [ 31, 32, 33 ]
      , 11 : [ 111, 112, 113 ]
      , 33 : [ 333 ]
      , 333 : [ 3333 ]
      }
    
    traverse (0) .then (console.log, console.error)
    // => Promise
    // ~2 seconds later
    // [ 0, 1, 11, 111, 112, 113, 12, 13, 2, 21, 22, 23, 3, 31, 32, 33, 333, 3333 ]

    Other programs that are a good fit for unfold

    • "starting with a page URL /, crawl all descendant pages"
    • "starting with search "foo" and page 1, collect results from all pages"
    • "starting with user Alice, show me her friends, and all of her friends' friends"
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