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PHP array lazy sorting: how to avoid unnecessary overhead before sorting

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2024-04-26 13:39:021043browse

PHP Lazy sort is an optimization strategy that improves the performance of large array sorting by sorting only the required subset. It allows you to delay the sorting step until the data is actually needed, saving memory and time consumption.

PHP 数组懒惰排序:如何在排序之前避免不必要的开销

PHP Array Lazy Sorting: Optimizing Sorting Performance

When dealing with large arrays, sorting operations can be very time-consuming. Traditional sorting algorithms, such as quick sort or merge sort, require the entire array to be loaded into memory before sorting can begin. This practice can be a resource burden for memory-intensive applications.

Lazy sorting is an optimization strategy that improves performance by avoiding unnecessary sorting steps. It sorts only the subset of the array that is needed immediately for a specific purpose.

In PHP, you can use the LazySorter library to implement lazy sorting. This is an open source package that provides a delayed-execution SortIterator class:

use Lazy\SortIterator;

$unsorted = [9, 2, 8, 5, 4, 6, 3, 7, 1];

$lazySorted = new SortIterator($unsorted);

// 只有当需要时,才检索排序后的子集。
// 第 1 个子集(10 个项目)
$firstSlice = iterator_to_array($lazySorted->slice(0, 10));

// 排序后的第 2 个子集(5 个项目)
$secondSlice = iterator_to_array($lazySorted->slice(15, 5));

Practical Case

Suppose you have an array containing millions of items, and You need to display part of it in a paginated table. You can use lazy sort to sort the data on demand, thereby avoiding loading and sorting the entire array at once:

use Lazy\SortIterator;

$unsorted = getDataFromDB(); // 从数据库中获取数据

$lazySorted = new SortIterator($unsorted);

foreach ($lazySorted as $key => $record) {
    // 当前页面需要显示的记录
    if ($key >= $offset && $key <= $offset + $limit) {
        displayRecord($record);
    }
}

With lazy sorting, this script can get the sorted records one by one without loading and sorting the entire array, thus Saves a lot of memory and time.

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