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Refactor Ternary Search #815

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236 changes: 170 additions & 66 deletions src/searching/ternary_search.rs
Original file line number Diff line number Diff line change
@@ -1,91 +1,195 @@
//! This module provides an implementation of a ternary search algorithm that
//! works for both ascending and descending ordered arrays. The ternary search
//! function returns the index of the target element if it is found, or `None`
//! if the target is not present in the array.

use std::cmp::Ordering;

pub fn ternary_search<T: Ord>(
target: &T,
list: &[T],
mut start: usize,
mut end: usize,
) -> Option<usize> {
if list.is_empty() {
/// Performs a ternary 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 ternary_search<T: Ord>(item: &T, arr: &[T]) -> Option<usize> {
if arr.is_empty() {
return None;
}

while start <= end {
let mid1: usize = start + (end - start) / 3;
let mid2: usize = end - (end - start) / 3;
let is_asc = is_asc_arr(arr);
let mut left = 0;
let mut right = arr.len() - 1;

match target.cmp(&list[mid1]) {
Ordering::Less => end = mid1 - 1,
Ordering::Equal => return Some(mid1),
Ordering::Greater => match target.cmp(&list[mid2]) {
Ordering::Greater => start = mid2 + 1,
Ordering::Equal => return Some(mid2),
Ordering::Less => {
start = mid1 + 1;
end = mid2 - 1;
}
},
while left <= right {
if match_compare(item, arr, &mut left, &mut right, is_asc) {
return Some(left);
}
}

None
}

#[cfg(test)]
mod tests {
use super::*;
/// Compares the item with two middle elements of the current search range and
/// updates the search bounds accordingly. This function handles both ascending
/// and descending ordered arrays. It calculates two middle indices of the
/// current search range and compares the item with the elements at these
/// indices. It then updates the search bounds (`left` and `right`) based on
/// the result of these comparisons. If the item is found, it 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:
/// - `true` if the item was found in the array.
/// - `false` if the item was not found in the array.
fn match_compare<T: Ord>(
item: &T,
arr: &[T],
left: &mut usize,
right: &mut usize,
is_asc: bool,
) -> bool {
let first_mid = *left + (*right - *left) / 3;
let second_mid = *right - (*right - *left) / 3;

#[test]
fn returns_none_if_empty_list() {
let index = ternary_search(&"a", &[], 1, 10);
assert_eq!(index, None);
// Handling the edge case where the search narrows down to a single element
if first_mid == second_mid && first_mid == *left {
return match &arr[*left] {
x if x == item => true,
_ => {
*left += 1;
false
}
};
}

#[test]
fn returns_none_if_range_is_invalid() {
let index = ternary_search(&1, &[1, 2, 3], 2, 1);
assert_eq!(index, None);
}
let cmp_first_mid = item.cmp(&arr[first_mid]);
let cmp_second_mid = item.cmp(&arr[second_mid]);

#[test]
fn returns_index_if_list_has_one_item() {
let index = ternary_search(&1, &[1], 0, 1);
assert_eq!(index, Some(0));
}

#[test]
fn returns_first_index() {
let index = ternary_search(&1, &[1, 2, 3], 0, 2);
assert_eq!(index, Some(0));
match (is_asc, cmp_first_mid, cmp_second_mid) {
// If the item matches either midpoint, it returns the index
(_, Ordering::Equal, _) => {
*left = first_mid;
return true;
}
(_, _, Ordering::Equal) => {
*left = second_mid;
return true;
}
// If the item is smaller than the element at first_mid (in ascending order)
// or greater than it (in descending order), it narrows the search to the first third.
(true, Ordering::Less, _) | (false, Ordering::Greater, _) => {
*right = first_mid.saturating_sub(1)
}
// If the item is greater than the element at second_mid (in ascending order)
// or smaller than it (in descending order), it narrows the search to the last third.
(true, _, Ordering::Greater) | (false, _, Ordering::Less) => *left = second_mid + 1,
// Otherwise, it searches the middle third.
(_, _, _) => {
*left = first_mid + 1;
*right = second_mid - 1;
}
}

#[test]
fn returns_first_index_if_end_out_of_bounds() {
let index = ternary_search(&1, &[1, 2, 3], 0, 3);
assert_eq!(index, Some(0));
}
false
}

#[test]
fn returns_last_index() {
let index = ternary_search(&3, &[1, 2, 3], 0, 2);
assert_eq!(index, Some(2));
}
/// 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]
}

#[test]
fn returns_last_index_if_end_out_of_bounds() {
let index = ternary_search(&3, &[1, 2, 3], 0, 3);
assert_eq!(index, Some(2));
}
#[cfg(test)]
mod tests {
use super::*;

#[test]
fn returns_middle_index() {
let index = ternary_search(&2, &[1, 2, 3], 0, 2);
assert_eq!(index, Some(1));
macro_rules! test_cases {
($($name:ident: $test_case:expr,)*) => {
$(
#[test]
fn $name() {
let (item, arr, expected) = $test_case;
if let Some(expected_index) = expected {
assert_eq!(arr[expected_index], item);
}
assert_eq!(ternary_search(&item, arr), expected);
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}
)*
};
}

#[test]
fn returns_middle_index_if_end_out_of_bounds() {
let index = ternary_search(&2, &[1, 2, 3], 0, 3);
assert_eq!(index, Some(1));
test_cases! {
empty: ("a", &[] as &[&str], None),
one_item_found: ("a", &["a"], Some(0)),
one_item_not_found: ("b", &["a"], None),
search_two_elements_found_at_start: (1, &[1, 2], Some(0)),
search_two_elements_found_at_end: (2, &[1, 2], Some(1)),
search_two_elements_not_found_start: (0, &[1, 2], None),
search_two_elements_not_found_end: (3, &[1, 2], None),
search_three_elements_found_start: (1, &[1, 2, 3], Some(0)),
search_three_elements_found_middle: (2, &[1, 2, 3], Some(1)),
search_three_elements_found_end: (3, &[1, 2, 3], Some(2)),
search_three_elements_not_found_start: (0, &[1, 2, 3], None),
search_three_elements_not_found_end: (4, &[1, 2, 3], 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),
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),
}
}