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Refactor Binary Search #722
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sozelfist:ref/searching/binary_search
May 28, 2024
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Original file line number | Diff line number | Diff line change |
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@@ -1,106 +1,153 @@ | ||
//! This module provides an implementation of a binary search algorithm that | ||
//! works for both ascending and descending ordered arrays. The binary search | ||
//! function returns the index of the target element if it is found, or `None` | ||
//! if the target is not present in the array. | ||
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use std::cmp::Ordering; | ||
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/// Performs a binary search for a specified item within a sorted array. | ||
/// | ||
/// This function can handle both ascending and descending ordered arrays. It | ||
/// takes a reference to the item to search for and a slice of the array. If | ||
/// the item is found, it returns the index of the item within the array. If | ||
/// the item is not found, it returns `None`. | ||
/// | ||
/// # Parameters | ||
/// | ||
/// - `item`: A reference to the item to search for. | ||
/// - `arr`: A slice of the sorted array in which to search. | ||
/// | ||
/// # Returns | ||
/// | ||
/// An `Option<usize>` which is: | ||
/// - `Some(index)` if the item is found at the given index. | ||
/// - `None` if the item is not found in the array. | ||
pub fn binary_search<T: Ord>(item: &T, arr: &[T]) -> Option<usize> { | ||
let mut is_asc = true; | ||
if arr.len() > 1 { | ||
is_asc = arr[0] < arr[arr.len() - 1]; | ||
} | ||
let is_asc = is_asc_arr(arr); | ||
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let mut left = 0; | ||
let mut right = arr.len(); | ||
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while left < right { | ||
let mid = left + (right - left) / 2; | ||
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if is_asc { | ||
match item.cmp(&arr[mid]) { | ||
Ordering::Less => right = mid, | ||
Ordering::Equal => return Some(mid), | ||
Ordering::Greater => left = mid + 1, | ||
} | ||
} else { | ||
match item.cmp(&arr[mid]) { | ||
Ordering::Less => left = mid + 1, | ||
Ordering::Equal => return Some(mid), | ||
Ordering::Greater => right = mid, | ||
} | ||
if match_compare(item, arr, &mut left, &mut right, is_asc) { | ||
return Some(left); | ||
} | ||
} | ||
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None | ||
} | ||
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#[cfg(test)] | ||
mod tests { | ||
use super::*; | ||
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#[test] | ||
fn empty() { | ||
let index = binary_search(&"a", &[]); | ||
assert_eq!(index, None); | ||
} | ||
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#[test] | ||
fn one_item() { | ||
let index = binary_search(&"a", &["a"]); | ||
assert_eq!(index, Some(0)); | ||
} | ||
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#[test] | ||
fn search_strings_asc() { | ||
let index = binary_search(&"a", &["a", "b", "c", "d", "google", "zoo"]); | ||
assert_eq!(index, Some(0)); | ||
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let index = binary_search(&"google", &["a", "b", "c", "d", "google", "zoo"]); | ||
assert_eq!(index, Some(4)); | ||
} | ||
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#[test] | ||
fn search_strings_desc() { | ||
let index = binary_search(&"a", &["zoo", "google", "d", "c", "b", "a"]); | ||
assert_eq!(index, Some(5)); | ||
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let index = binary_search(&"zoo", &["zoo", "google", "d", "c", "b", "a"]); | ||
assert_eq!(index, Some(0)); | ||
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let index = binary_search(&"google", &["zoo", "google", "d", "c", "b", "a"]); | ||
assert_eq!(index, Some(1)); | ||
} | ||
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#[test] | ||
fn search_ints_asc() { | ||
let index = binary_search(&4, &[1, 2, 3, 4]); | ||
assert_eq!(index, Some(3)); | ||
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let index = binary_search(&3, &[1, 2, 3, 4]); | ||
assert_eq!(index, Some(2)); | ||
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let index = binary_search(&2, &[1, 2, 3, 4]); | ||
assert_eq!(index, Some(1)); | ||
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let index = binary_search(&1, &[1, 2, 3, 4]); | ||
assert_eq!(index, Some(0)); | ||
/// Compares the item with the middle element of the current search range and | ||
/// updates the search bounds accordingly. This function handles both ascending | ||
/// and descending ordered arrays. It calculates the middle index of the | ||
/// current search range and compares the item with the element at | ||
/// this index. It then updates the search bounds (`left` and `right`) based on | ||
/// the result of this comparison. If the item is found, it updates `left` to | ||
/// the index of the found item and returns `true`. | ||
/// | ||
/// # Parameters | ||
/// | ||
/// - `item`: A reference to the item to search for. | ||
/// - `arr`: A slice of the array in which to search. | ||
/// - `left`: A mutable reference to the left bound of the search range. | ||
/// - `right`: A mutable reference to the right bound of the search range. | ||
/// - `is_asc`: A boolean indicating whether the array is sorted in ascending order. | ||
/// | ||
/// # Returns | ||
/// | ||
/// A `bool` indicating whether the item was found. | ||
fn match_compare<T: Ord>( | ||
item: &T, | ||
arr: &[T], | ||
left: &mut usize, | ||
right: &mut usize, | ||
is_asc: bool, | ||
) -> bool { | ||
let mid = *left + (*right - *left) / 2; | ||
let cmp_result = item.cmp(&arr[mid]); | ||
|
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match (is_asc, cmp_result) { | ||
(true, Ordering::Less) | (false, Ordering::Greater) => { | ||
*right = mid; | ||
} | ||
(true, Ordering::Greater) | (false, Ordering::Less) => { | ||
*left = mid + 1; | ||
} | ||
(_, Ordering::Equal) => { | ||
*left = mid; | ||
return true; | ||
} | ||
} | ||
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#[test] | ||
fn search_ints_desc() { | ||
let index = binary_search(&4, &[4, 3, 2, 1]); | ||
assert_eq!(index, Some(0)); | ||
false | ||
} | ||
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let index = binary_search(&3, &[4, 3, 2, 1]); | ||
assert_eq!(index, Some(1)); | ||
/// Determines if the given array is sorted in ascending order. | ||
/// | ||
/// This helper function checks if the first element of the array is less than the | ||
/// last element, indicating an ascending order. It returns `false` if the array | ||
/// has fewer than two elements. | ||
/// | ||
/// # Parameters | ||
/// | ||
/// - `arr`: A slice of the array to check. | ||
/// | ||
/// # Returns | ||
/// | ||
/// A `bool` indicating whether the array is sorted in ascending order. | ||
fn is_asc_arr<T: Ord>(arr: &[T]) -> bool { | ||
arr.len() > 1 && arr[0] < arr[arr.len() - 1] | ||
} | ||
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let index = binary_search(&2, &[4, 3, 2, 1]); | ||
assert_eq!(index, Some(2)); | ||
#[cfg(test)] | ||
mod tests { | ||
use super::*; | ||
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let index = binary_search(&1, &[4, 3, 2, 1]); | ||
assert_eq!(index, Some(3)); | ||
macro_rules! test_cases { | ||
($($name:ident: $test_case:expr,)*) => { | ||
$( | ||
#[test] | ||
fn $name() { | ||
let (item, arr, expected) = $test_case; | ||
assert_eq!(binary_search(&item, arr), expected); | ||
} | ||
)* | ||
}; | ||
} | ||
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#[test] | ||
fn not_found() { | ||
let index = binary_search(&5, &[1, 2, 3, 4]); | ||
assert_eq!(index, None); | ||
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let index = binary_search(&5, &[4, 3, 2, 1]); | ||
assert_eq!(index, None); | ||
test_cases! { | ||
empty: ("a", &[] as &[&str], None), | ||
one_item_found: ("a", &["a"], Some(0)), | ||
one_item_not_found: ("b", &["a"], None), | ||
search_strings_asc_start: ("a", &["a", "b", "c", "d", "google", "zoo"], Some(0)), | ||
search_strings_asc_middle: ("google", &["a", "b", "c", "d", "google", "zoo"], Some(4)), | ||
search_strings_asc_last: ("zoo", &["a", "b", "c", "d", "google", "zoo"], Some(5)), | ||
search_strings_asc_not_found: ("x", &["a", "b", "c", "d", "google", "zoo"], None), | ||
search_strings_desc_start: ("zoo", &["zoo", "google", "d", "c", "b", "a"], Some(0)), | ||
search_strings_desc_middle: ("google", &["zoo", "google", "d", "c", "b", "a"], Some(1)), | ||
search_strings_desc_last: ("a", &["zoo", "google", "d", "c", "b", "a"], Some(5)), | ||
search_strings_desc_not_found: ("x", &["zoo", "google", "d", "c", "b", "a"], None), | ||
search_ints_asc_start: (1, &[1, 2, 3, 4], Some(0)), | ||
search_ints_asc_middle: (3, &[1, 2, 3, 4], Some(2)), | ||
search_ints_asc_end: (4, &[1, 2, 3, 4], Some(3)), | ||
search_ints_asc_not_found: (5, &[1, 2, 3, 4], None), | ||
search_ints_desc_start: (4, &[4, 3, 2, 1], Some(0)), | ||
search_ints_desc_middle: (3, &[4, 3, 2, 1], Some(1)), | ||
search_ints_desc_end: (1, &[4, 3, 2, 1], Some(3)), | ||
search_ints_desc_not_found: (5, &[4, 3, 2, 1], None), | ||
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|
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with_gaps_0: (0, &[1, 3, 8, 11], None), | ||
with_gaps_1: (1, &[1, 3, 8, 11], Some(0)), | ||
with_gaps_2: (2, &[1, 3, 8, 11], None), | ||
with_gaps_3: (3, &[1, 3, 8, 11], Some(1)), | ||
with_gaps_4: (4, &[1, 3, 8, 10], None), | ||
with_gaps_5: (5, &[1, 3, 8, 10], None), | ||
with_gaps_6: (6, &[1, 3, 8, 10], None), | ||
with_gaps_7: (7, &[1, 3, 8, 11], None), | ||
with_gaps_8: (8, &[1, 3, 8, 11], Some(2)), | ||
with_gaps_9: (9, &[1, 3, 8, 11], None), | ||
with_gaps_10: (10, &[1, 3, 8, 11], None), | ||
with_gaps_11: (11, &[1, 3, 8, 11], Some(3)), | ||
with_gaps_12: (12, &[1, 3, 8, 11], None), | ||
with_gaps_13: (13, &[1, 3, 8, 11], None), | ||
} | ||
} |
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