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Aug 25th, 2019
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  1. const N = 10
  2.  
  3. // sum natural numbers from 1 to n
  4. const sumNat = n => n * (n + 1) / 2
  5. console.log(`sumNat(${N}) = ${sumNat(N)}`)
  6.  
  7. // implement iteratively
  8. const sumNat1 = n => {
  9. let count = 0
  10. for (let i = 1; i <= n; i++) count += i
  11. return count
  12. }
  13. console.log(`sumNat1(${N}) = ${sumNat1(N)}`)
  14.  
  15. // implement exact algorithm recursively
  16. const sumNat2 = (n, i = 1, count = 0) =>
  17. i <= n ? sumNat2(n, i + 1, count + i) : count
  18. console.log(`sumNat2(${N}) = ${sumNat2(N)}`)
  19.  
  20. // recurse from n to 1 instead of 1 to n
  21. const sumNat3 = (n, count = 0) =>
  22. n ? sumNat3(n - 1, count + n) : count
  23. console.log(`sumNat3(${N}) = ${sumNat3(N)}`)
  24.  
  25. // recurse then add instead of add then recurse
  26. const sumNat4 = n => n ? sumNat4(n - 1) + n : 0
  27. console.log(`sumNat4(${N}) = ${sumNat4(N)}`)
  28.  
  29. // generate array from 1 to n with ugly hack
  30. const range = n => [...Array(n).keys()].map(i => i + 1)
  31.  
  32. // add all the things
  33. const sum1 = ns => ns.reduce((count, n) => count + n)
  34. console.log(`sum1(range(${N})) = ${sum1(range(N))}`)
  35.  
  36. // create reusable function
  37. const add_ = (x, y) => x + y
  38. const sum2 = ns => ns.reduce(add_)
  39. console.log(`sum2(range(${N})) = ${sum2(range(N))}`)
  40.  
  41. // curry all the things
  42. const reduce = combine => init => xs => {
  43. const uncurry = f => (x, y) => f(x)(y)
  44. return xs.reduce(uncurry(combine), init)
  45. }
  46. const add = x => (y => x + y)
  47. // sum = ns => helper(ns) is just sum = helper
  48. const sum3 = /* ns => */ reduce(add)(0)/* (ns) */
  49. console.log(`sum3(range(${N})) = ${sum3(range(N))}`)
  50.  
  51. // multiply all the things
  52. const mult = x => y => x * y
  53. const prod1 = reduce(mult)(1)
  54. // calculate the factorial
  55. console.log(`prod1(range(${N})) = ${prod1(range(N))}`)
  56.  
  57. // generalize the pattern
  58. const combineAll = ({combine, makeInit}) => {
  59. const init = makeInit()
  60. return reduce(combine)(init)
  61. }
  62.  
  63. // implement addition
  64. const addMonoid = { combine: add, makeInit: () => 0 }
  65. const sum4 = combineAll(addMonoid)
  66. console.log(`sum4(range(${N})) = ${sum4(range(N))}`)
  67.  
  68. // implement multiplication
  69. const multMonoid = { combine: mult, makeInit: () => 1 }
  70. const prod2 = combineAll(multMonoid)
  71. console.log(`prod2(range(${N})) = ${prod2(range(N))}`)
  72.  
  73. // implement concatenation
  74. const concat = xs => ys => [...xs, ...ys]
  75. const concatMonoid = { combine: concat, makeInit: () => [] }
  76. const flatten = combineAll(concatMonoid)
  77. const nestedArrays = [range(3), range(2), range(1)]
  78. console.log(`flatten(${
  79. JSON.stringify(nestedArrays)}) = ${
  80. JSON.stringify(flatten(nestedArrays))}`)
  81.  
  82. /*
  83. * Tex recommends:
  84. * - drboolean.gitbooks.io/mostly-adequate-guide-old
  85. * - sanctuary.js.org
  86. * - gcanti.github.io/fp-ts
  87. * - reasonml.github.io
  88. */
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