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Add knapsack exercise (#415)
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keiravillekode authored Sep 5, 2024
1 parent 4986b83 commit 800b4a8
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8 changes: 8 additions & 0 deletions config.json
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],
"difficulty": 1
},
{
"slug": "knapsack",
"name": "Knapsack",
"uuid": "ffa03fc8-0503-4524-ae40-9f3202349003",
"practices": [],
"prerequisites": [],
"difficulty": 5
},
{
"slug": "armstrong-numbers",
"name": "Armstrong Numbers",
Expand Down
25 changes: 25 additions & 0 deletions exercises/practice/knapsack/.docs/instructions.md
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# Instructions

Your task is to determine which items to take so that the total value of his selection is maximized, taking into account the knapsack's carrying capacity.

Items will be represented as a list of items.
Each item will have a weight and value.
All values given will be strictly positive.
Bob can take only one of each item.

For example:

```text
Items: [
{ "weight": 5, "value": 10 },
{ "weight": 4, "value": 40 },
{ "weight": 6, "value": 30 },
{ "weight": 4, "value": 50 }
]
Knapsack Maximum Weight: 10
```

For the above, the first item has weight 5 and value 10, the second item has weight 4 and value 40, and so on.
In this example, Bob should take the second and fourth item to maximize his value, which, in this case, is 90.
He cannot get more than 90 as his knapsack has a weight limit of 10.
8 changes: 8 additions & 0 deletions exercises/practice/knapsack/.docs/introduction.md
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# Introduction

Bob is a thief.
After months of careful planning, he finally manages to crack the security systems of a fancy store.

In front of him are many items, each with a value and weight.
Bob would gladly take all of the items, but his knapsack can only hold so much weight.
Bob has to carefully consider which items to take so that the total value of his selection is maximized.
19 changes: 19 additions & 0 deletions exercises/practice/knapsack/.meta/config.json
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{
"authors": [
"keiravillekode"
],
"files": {
"solution": [
"knapsack.zig"
],
"test": [
"test_knapsack.zig"
],
"example": [
".meta/example.zig"
]
},
"blurb": "Given a knapsack that can only carry a certain weight, determine which items to put in the knapsack in order to maximize their combined value.",
"source": "Wikipedia",
"source_url": "https://en.wikipedia.org/wiki/Knapsack_problem"
}
32 changes: 32 additions & 0 deletions exercises/practice/knapsack/.meta/example.zig
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const std = @import("std");
const mem = std.mem;

pub const Item = struct {
weight: usize,
value: usize,

pub fn init(weight: usize, value: usize) Item {
return Item{
.weight = weight,
.value = value,
};
}
};

pub fn maximumValue(allocator: mem.Allocator, maximumWeight: usize, items: []const Item) !usize {
const table = try allocator.alloc(usize, maximumWeight + 1);
defer allocator.free(table);
@memset(table, 0);
for (items, 0..) |item, itemIndex| {
_ = itemIndex;
var index = maximumWeight + 1;
while (index > item.weight) {
index -= 1;
const value = item.value + table[index - item.weight];
if (table[index] < value) {
table[index] = value;
}
}
}
return table[maximumWeight];
}
36 changes: 36 additions & 0 deletions exercises/practice/knapsack/.meta/tests.toml
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# This is an auto-generated file.
#
# Regenerating this file via `configlet sync` will:
# - Recreate every `description` key/value pair
# - Recreate every `reimplements` key/value pair, where they exist in problem-specifications
# - Remove any `include = true` key/value pair (an omitted `include` key implies inclusion)
# - Preserve any other key/value pair
#
# As user-added comments (using the # character) will be removed when this file
# is regenerated, comments can be added via a `comment` key.

[a4d7d2f0-ad8a-460c-86f3-88ba709d41a7]
description = "no items"
include = false

[3993a824-c20e-493d-b3c9-ee8a7753ee59]
description = "no items"
reimplements = "a4d7d2f0-ad8a-460c-86f3-88ba709d41a7"

[1d39e98c-6249-4a8b-912f-87cb12e506b0]
description = "one item, too heavy"

[833ea310-6323-44f2-9d27-a278740ffbd8]
description = "five items (cannot be greedy by weight)"

[277cdc52-f835-4c7d-872b-bff17bab2456]
description = "five items (cannot be greedy by value)"

[81d8e679-442b-4f7a-8a59-7278083916c9]
description = "example knapsack"

[f23a2449-d67c-4c26-bf3e-cde020f27ecc]
description = "8 items"

[7c682ae9-c385-4241-a197-d2fa02c81a11]
description = "15 items"
19 changes: 19 additions & 0 deletions exercises/practice/knapsack/knapsack.zig
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const std = @import("std");
const mem = std.mem;

pub const Item = struct {
// This struct, as well as its fields and init method, needs to be implemented.

pub fn init(weight: usize, value: usize) Item {
_ = weight;
_ = value;
@compileError("please implement the init method");
}
};

pub fn maximumValue(allocator: mem.Allocator, maximumWeight: usize, items: []const Item) !usize {
_ = allocator;
_ = maximumWeight;
_ = items;
@compileError("please implement the maximumValue function");
}
98 changes: 98 additions & 0 deletions exercises/practice/knapsack/test_knapsack.zig
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const std = @import("std");
const testing = std.testing;

const knapsack = @import("knapsack.zig");
const Item = knapsack.Item;

test "no items" {
const expected: usize = 0;
const items: [0]Item = .{};
const actual = try knapsack.maximumValue(testing.allocator, 100, &items);
try testing.expectEqual(expected, actual);
}

test "one item, too heavy" {
const expected: usize = 0;
const items: [1]Item = .{
Item.init(100, 1),
};
const actual = try knapsack.maximumValue(testing.allocator, 10, &items);
try testing.expectEqual(expected, actual);
}

test "five items (cannot be greedy by weight)" {
const expected: usize = 21;
const items: [5]Item = .{
Item.init(2, 5),
Item.init(2, 5),
Item.init(2, 5),
Item.init(2, 5),
Item.init(10, 21),
};
const actual = try knapsack.maximumValue(testing.allocator, 10, &items);
try testing.expectEqual(expected, actual);
}

test "five items (cannot be greedy by value)" {
const expected: usize = 80;
const items: [5]Item = .{
Item.init(2, 20),
Item.init(2, 20),
Item.init(2, 20),
Item.init(2, 20),
Item.init(10, 50),
};
const actual = try knapsack.maximumValue(testing.allocator, 10, &items);
try testing.expectEqual(expected, actual);
}

test "example knapsack" {
const expected: usize = 90;
const items: [4]Item = .{
Item.init(5, 10),
Item.init(4, 40),
Item.init(6, 30),
Item.init(4, 50),
};
const actual = try knapsack.maximumValue(testing.allocator, 10, &items);
try testing.expectEqual(expected, actual);
}

test "8 items" {
const expected: usize = 900;
const items: [8]Item = .{
Item.init(25, 350),
Item.init(35, 400),
Item.init(45, 450),
Item.init(5, 20),
Item.init(25, 70),
Item.init(3, 8),
Item.init(2, 5),
Item.init(2, 5),
};
const actual = try knapsack.maximumValue(testing.allocator, 104, &items);
try testing.expectEqual(expected, actual);
}

test "15 items" {
const expected: usize = 1458;
const items: [15]Item = .{
Item.init(70, 135),
Item.init(73, 139),
Item.init(77, 149),
Item.init(80, 150),
Item.init(82, 156),
Item.init(87, 163),
Item.init(90, 173),
Item.init(94, 184),
Item.init(98, 192),
Item.init(106, 201),
Item.init(110, 210),
Item.init(113, 214),
Item.init(115, 221),
Item.init(118, 229),
Item.init(120, 240),
};
const actual = try knapsack.maximumValue(testing.allocator, 750, &items);
try testing.expectEqual(expected, actual);
}

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