Quicksort for lists

Content created by Egbert Rijke, Fredrik Bakke and Victor Blanchi.

Created on 2023-05-03.
Last modified on 2024-10-29.

module lists.quicksort-lists where
Imports 
open import elementary-number-theory.inequality-natural-numbers
open import elementary-number-theory.natural-numbers
open import elementary-number-theory.strong-induction-natural-numbers

open import foundation.coproduct-types
open import foundation.identity-types
open import foundation.unit-type
open import foundation.universe-levels

open import lists.concatenation-lists
open import lists.lists

open import order-theory.decidable-total-orders

Idea

Quicksort is a sorting algorithm on lists that works by selecting a pivoting element, dividing the list into elements smaller than the pivoting element and elements greater than the pivoting element, and sorting those two lists by again applying the quicksort algorithm.

Definition

module _
  {l1 l2 : Level} (X : Decidable-Total-Order l1 l2)
  where

  helper-quicksort-list-divide-leq :
    (x : type-Decidable-Total-Order X) →
    (y : type-Decidable-Total-Order X) →
    leq-or-strict-greater-Decidable-Poset X x y →
    list (type-Decidable-Total-Order X) →
    list (type-Decidable-Total-Order X)
  helper-quicksort-list-divide-leq x y (inl p) l = l
  helper-quicksort-list-divide-leq x y (inr p) l = cons y l

  quicksort-list-divide-leq :
    type-Decidable-Total-Order X → list (type-Decidable-Total-Order X) →
    list (type-Decidable-Total-Order X)
  quicksort-list-divide-leq x nil = nil
  quicksort-list-divide-leq x (cons y l) =
    helper-quicksort-list-divide-leq
      ( x)
      ( y)
      ( is-leq-or-strict-greater-Decidable-Total-Order X x y)
      ( quicksort-list-divide-leq x l)

  helper-quicksort-list-divide-strict-greater :
    (x : type-Decidable-Total-Order X) →
    (y : type-Decidable-Total-Order X) →
    leq-or-strict-greater-Decidable-Poset X x y →
    list (type-Decidable-Total-Order X) →
    list (type-Decidable-Total-Order X)
  helper-quicksort-list-divide-strict-greater x y (inl p) l = cons y l
  helper-quicksort-list-divide-strict-greater x y (inr p) l = l

  quicksort-list-divide-strict-greater :
    type-Decidable-Total-Order X → list (type-Decidable-Total-Order X) →
    list (type-Decidable-Total-Order X)
  quicksort-list-divide-strict-greater x nil = nil
  quicksort-list-divide-strict-greater x (cons y l) =
    helper-quicksort-list-divide-strict-greater
      ( x)
      ( y)
      ( is-leq-or-strict-greater-Decidable-Total-Order X x y)
      ( quicksort-list-divide-strict-greater x l)

  private
    helper-inequality-length-quicksort-list-divide-leq :
      (x : type-Decidable-Total-Order X) →
      (y : type-Decidable-Total-Order X) →
      (p : leq-or-strict-greater-Decidable-Poset X x y) →
      (l : list (type-Decidable-Total-Order X)) →
      length-list (helper-quicksort-list-divide-leq x y p l) ≤-ℕ
      length-list (cons y l)
    helper-inequality-length-quicksort-list-divide-leq x y (inl _) l =
      succ-leq-ℕ (length-list l)
    helper-inequality-length-quicksort-list-divide-leq x y (inr _) l =
      refl-leq-ℕ (length-list (cons y l))

    inequality-length-quicksort-list-divide-leq :
      (x : type-Decidable-Total-Order X) →
      (l : list (type-Decidable-Total-Order X)) →
      length-list (quicksort-list-divide-leq x l) ≤-ℕ length-list l
    inequality-length-quicksort-list-divide-leq x nil = star
    inequality-length-quicksort-list-divide-leq x (cons y l) =
      transitive-leq-ℕ
        ( length-list (quicksort-list-divide-leq x (cons y l)))
        ( length-list (cons y (quicksort-list-divide-leq x l)))
        ( length-list (cons y l))
        ( inequality-length-quicksort-list-divide-leq x l)
        ( helper-inequality-length-quicksort-list-divide-leq
            ( x)
            ( y)
            ( is-leq-or-strict-greater-Decidable-Total-Order X x y)
            ( quicksort-list-divide-leq x l))

    helper-inequality-length-quicksort-list-divide-strict-greater :
      (x : type-Decidable-Total-Order X) →
      (y : type-Decidable-Total-Order X) →
      (p : leq-or-strict-greater-Decidable-Poset X x y) →
      (l : list (type-Decidable-Total-Order X)) →
      length-list (helper-quicksort-list-divide-strict-greater x y p l) ≤-ℕ
      length-list (cons y l)
    helper-inequality-length-quicksort-list-divide-strict-greater
      ( x)
      ( y)
      ( inl _)
      ( l) =
      refl-leq-ℕ (length-list (cons y l))
    helper-inequality-length-quicksort-list-divide-strict-greater
      ( x)
      ( y)
      ( inr _)
      ( l) =
      succ-leq-ℕ (length-list l)

    inequality-length-quicksort-list-divide-strict-greater :
      (x : type-Decidable-Total-Order X) →
      (l : list (type-Decidable-Total-Order X)) →
      length-list (quicksort-list-divide-strict-greater x l) ≤-ℕ length-list l
    inequality-length-quicksort-list-divide-strict-greater x nil = star
    inequality-length-quicksort-list-divide-strict-greater x (cons y l) =
      transitive-leq-ℕ
        ( length-list (quicksort-list-divide-strict-greater x (cons y l)))
        ( length-list (cons y (quicksort-list-divide-strict-greater x l)))
        ( length-list (cons y l))
        ( inequality-length-quicksort-list-divide-strict-greater x l)
        ( helper-inequality-length-quicksort-list-divide-strict-greater
            ( x)
            ( y)
            ( is-leq-or-strict-greater-Decidable-Total-Order X x y)
            ( quicksort-list-divide-strict-greater x l))

  base-quicksort-list :
    (l : list (type-Decidable-Total-Order X)) → zero-ℕ ＝ length-list l →
    list (type-Decidable-Total-Order X)
  base-quicksort-list nil x = nil

  inductive-step-quicksort-list :
    (k : ℕ) →
    □-≤-ℕ
      ( λ n →
        (l : list (type-Decidable-Total-Order X)) →
        n ＝ length-list l → list (type-Decidable-Total-Order X))
      ( k) →
    (l : list (type-Decidable-Total-Order X)) →
    succ-ℕ k ＝ length-list l → list (type-Decidable-Total-Order X)
  inductive-step-quicksort-list k sort (cons x l) p =
    concat-list
      ( sort
          ( length-list (quicksort-list-divide-leq x l))
          ( transitive-leq-ℕ
              ( length-list (quicksort-list-divide-leq x l))
              ( length-list l)
              ( k)
              ( leq-eq-ℕ (length-list l) k (is-injective-succ-ℕ (inv p)))
              ( inequality-length-quicksort-list-divide-leq x l))
          ( quicksort-list-divide-leq x l)
          ( refl))
      ( cons
          ( x)
          ( sort
              ( length-list (quicksort-list-divide-strict-greater x l))
              ( transitive-leq-ℕ
                  ( length-list (quicksort-list-divide-strict-greater x l))
                  ( length-list l)
                  ( k)
                  ( leq-eq-ℕ (length-list l) k (is-injective-succ-ℕ (inv p)))
                  ( inequality-length-quicksort-list-divide-strict-greater x l))
              ( quicksort-list-divide-strict-greater x l)
              ( refl)))

  quicksort-list :
    list (type-Decidable-Total-Order X) →
    list (type-Decidable-Total-Order X)
  quicksort-list l =
    strong-ind-ℕ
      ( λ n →
        (l : list (type-Decidable-Total-Order X)) → n ＝ length-list l →
        list (type-Decidable-Total-Order X))
      ( base-quicksort-list)
      ( inductive-step-quicksort-list)
      ( length-list l)
      ( l)
      ( refl)

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