paolotormon

paolotormon

A Common-Sense Guide to Data Structures and Algorithms, Second Edition: Quickselect In Python (page 221)

Hi, I am trying to convert the ruby code of Quickselect into python and I noticed that I have to add return statements in the if else conditions like so

def partition(left_p, right_p, arr=[]):

    pivot_index = right_p

    pivot = arr[pivot_index]

    right_p -= 1

    while True:

        while arr[left_p] < pivot:

            left_p += 1

        while arr[right_p] > pivot:

            right_p -= 1

        if left_p >= right_p:

            break

        else:

            arr[left_p], arr[right_p] = arr[right_p], arr[left_p]

            left_p += 1

    arr[left_p], arr[pivot_index] = arr[pivot_index], arr[left_p]

    return left_p

def quickselect(kth_lowest_value, left_index, right_index, arr=[]):

    print(arr)

    if right_index - left_index <= 0:

        return arr[left_index]

    pivot_index = partition(left_index, right_index, arr)

    if kth_lowest_value < pivot_index:

        return quickselect(kth_lowest_value, left_index, pivot_index-1, arr)

    elif kth_lowest_value > pivot_index:

        return quickselect(kth_lowest_value, pivot_index+1, right_index, arr)

    else:

        print(f"item = {arr[pivot_index]}")

        return arr[pivot_index]

array = [200, 97, 100, 101, 211, 107, 63, 123, 11, 34]

index = quickselect(6, 0, len(array)-1, array)

print(index)

In the book version written in Ruby, there “return” is only in “return @array[pivot_index]”, so I think we either remove the return or also put returns on the statements after the other conditionals. Unedited code below:

    attr_reader :array
    def initialize(array)
        @array = array
    end
    def quickselect!(kth_lowest_value, left_index, right_index)
        # If we reach a base case - that is, that the subarray has one cell,
        # we know we've found the value we're looking for:
        if right_index - left_index <= 0
            return @array[left_index]
        end
        # Partition the array and grab the index of the pivot:
        pivot_index = partition!(left_index, right_index)
        # If what we're looking for is to the left of the pivot:
        if kth_lowest_value < pivot_index
            # Recursively perform quickselect on the subarray to
            # the left of the pivot:
            return quickselect!(kth_lowest_value, left_index, pivot_index - 1)
            # If what we're looking for is to the right of the pivot:
        elsif kth_lowest_value > pivot_index
            # Recursively perform quickselect on the subarray to
            # the right of the pivot:
            return quickselect!(kth_lowest_value, pivot_index + 1, right_index)
        else # if kth_lowest_value == pivot_index
            # if after the partition, the pivot position is in the same spot
            # as the kth lowest value, we've found the value we're looking for
            return @array[pivot_index]
        end
    end
    
    def partition!(left_pointer, right_pointer)
        # We always choose the right-most element as the pivot.
        # We keep the index of the pivot for later use:
        pivot_index = right_pointer
        # We grab the pivot value itself:
        pivot = @array[pivot_index]
        # We start the right pointer immediately to the left of the pivot
        right_pointer -= 1
        while true
            # Move the left pointer to the right as long as it
            # points to value that is less than the pivot:
            while @array[left_pointer] < pivot do
                left_pointer += 1
            end
            # Move the right pointer to the left as long as it
            # points to a value that is greater than the pivot:
            while @array[right_pointer] > pivot do
                right_pointer -= 1
            end
            # We've now reached the point where we've stopped
            # moving both the left and right pointers.
            # We check whether the left pointer has reached
            # or gone beyond the right pointer. If it has,
            # we break out of the loop so we can swap the pivot later
            # on in our code:
            if left_pointer >= right_pointer
                break
            # If the left pointer is still to the left of the right
            # pointer, we swap the values of the left and right pointers:
            else
                @array[left_pointer], @array[right_pointer] = @array[right_pointer], @array[left_pointer]
            # We move the left pointer over to the right, gearing up
            # for the next round of left and right pointer movements:
                left_pointer += 1
            end
        end
        # As the final step of the partition, we swap the value
        # of the left pointer with the pivot:
        @array[left_pointer], @array[pivot_index] = @array[pivot_index], @array[left_pointer]
        # We return the left_pointer for the sake of the quicksort method
        # which will appear later in this chapter:
        return left_pointer
    end
end



array = [0, 50, 20, 10, 60, 30]
sortable_array = SortableArray.new(array)
p sortable_array.quickselect!(5, 0, array.length - 1)

First Post!

jaywengrow

jaywengrow

Author of A Common-Sense Guide to Data Structures and Algorithms

Good point, thank you! This will be modified in a future version of the book.

Where Next?

Popular Pragmatic Bookshelf topics Top

abtin
page 20: … protoc command… I had to additionally run the following go get commands in order to be able to compile protobuf code using go...
New
simonpeter
When I try the command to create a pair of migration files I get an error. user=&gt; (create-migration "guestbook") Execution error (Ill...
New
mikecargal
Title: Hands-on Rust: question about get_component (page 295) (feel free to respond. “You dug you’re own hole… good luck”) I have somet...
New
leba0495
Hello! Thanks for the great book. I was attempting the Trie (chap 17) exercises and for number 4 the solution provided for the autocorre...
New
AndyDavis3416
@noelrappin Running the webpack dev server, I receive the following warning: ERROR in tsconfig.json TS18003: No inputs were found in c...
New
Charles
In general, the book isn’t yet updated for Phoenix version 1.6. On page 18 of the book, the authors indicate that an auto generated of ro...
New
brunogirin
When running tox for the first time, I got the following error: ERROR: InterpreterNotFound: python3.10 I realised that I was running ...
New
dsmith42
Hey there, I’m enjoying this book and have learned a few things alredayd. However, in Chapter 4 I believe we are meant to see the “&gt;...
New
akraut
The markup used to display the uploaded image results in a Phoenix.LiveView.HTMLTokenizer.ParseError error. lib/pento_web/live/product_l...
New
AufHe
I’m a newbie to Rails 7 and have hit an issue with the bin/Dev script mentioned on pages 112-113. Iteration A1 - Seeing the list of prod...
New

Other popular topics Top

New
PragmaticBookshelf
Free and open source software is the default choice for the technologies that run our world, and it’s built and maintained by people like...
New
PragmaticBookshelf
Ruby, Io, Prolog, Scala, Erlang, Clojure, Haskell. With Seven Languages in Seven Weeks, by Bruce A. Tate, you’ll go beyond the syntax—and...
New
Exadra37
I am thinking in building or buy a desktop computer for programing, both professionally and on my free time, and my choice of OS is Linux...
New
PragmaticBookshelf
Design and develop sophisticated 2D games that are as much fun to make as they are to play. From particle effects and pathfinding to soci...
New
AstonJ
Just done a fresh install of macOS Big Sur and on installing Erlang I am getting: asdf install erlang 23.1.2 Configure failed. checking ...
New
AstonJ
I ended up cancelling my Moonlander order as I think it’s just going to be a bit too bulky for me. I think the Planck and the Preonic (o...
New
PragmaticBookshelf
Build efficient applications that exploit the unique benefits of a pure functional language, learning from an engineer who uses Haskell t...
New
PragmaticBookshelf
Author Spotlight: VM Brasseur @vmbrasseur We have a treat for you today! We turn the spotlight onto Open Source as we sit down with V...
New
NewsBot
Node.js v22.14.0 has been released. Link: Release 2025-02-11, Version 22.14.0 'Jod' (LTS), @aduh95 · nodejs/node · GitHub
New

Sub Categories: