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vaimo/topological-sort

Composer 安装命令:

composer require vaimo/topological-sort

包简介

High-Performance TopSort/Dependency resolving algorithm (compatibility version to work with 7.0 - 7.2)

README 文档

README

NOTE: this is a direct copy of the marcj/topsort with the only difference being the guaranteed compatibility with PHP 7.0 - 7.2

Build Status Code Climate Test Coverage

This library provides several implementations of a Topological Sort (topSort). In additional to the plain sorting algorithm it provides several implementations of a Grouped Topological Sort, means you can pass items with a type which will be grouped together in the sorting. With its implementation of using strings instead of arrays its over 20x faster than regular implementations.

What is it?

A topological sort is useful for determining dependency loading. It tells you which elements need to be proceeded first in order to fulfill all dependencies in the correct order.

Example usage: Unit of Work (relations), simple Package manager, Dependency Injection, ...

Examples:

$sorter = new StringSort();

$sorter->add('car1', ['owner1', 'brand1']);
$sorter->add('brand1');
$sorter->add('brand2');
$sorter->add('owner1', ['brand1']);
$sorter->add('owner2', ['brand2']);

$result = $sorter->sort();
// output would be:
[
 'brand1',
 'owner1',
 'car1',
 'brand2',
 'owner2'
]

Sometimes you want to group equal types together (imagine a UnitOfWork which wants to combine all elements from the same type to stored those in one batch):

$sorter = new GroupedStringSort();

$sorter->add('car1', 'car', ['owner1', 'brand1']);
$sorter->add('brand1', 'brand');
$sorter->add('brand2', 'brand');
$sorter->add('owner1', 'user', ['brand1']);
$sorter->add('owner2', 'user', ['brand2']);

$result = $sorter->sort();
// output would be:
[
 'brand2',
 'brand1',
 'owner2',
 'owner1',
 'car1'
]

$groups = $sorter->getGroups();
[
   {type: 'brand', level: 0, position: 0, length: 2},
   {type: 'user', level: 1, position: 2, length: 2},
   {type: 'car', level: 2, position: 4, length: 1},
]
//of course there may be several groups with the same type, if the dependency graphs makes this necessary.

foreach ($groups as $group) {
   $firstItem = $result[$group->position];
   $allItemsOfThisGroup = array_slice($result, $group->position, $group->length);
}

You can only store strings as elements. To sort PHP objects you can stored its hash instead. $sorter->add(spl_object_hash($obj1), [spl_object_hash($objt1Dep)]).

Installation

Use composer package: marcj/topsort

{
    "require": {
        "marcj/topsort": "~0.1"
    }
}
include 'vendor/autoload.php';

$sorter = new GroupedStringSort;
$sorter->add(...);

$result = $sorter->sort();

Implementations

tl;dr: Use FixedArraySort for normal topSort or GroupedStringSort for grouped topSort since its always the fastest and has a good memory footprint.

ArraySort

This is the most basic, most inefficient implementation of topSort using plain php arrays.

FixedArraySort

This uses \SplFixedArray of php and is therefore much more memory friendly.

StringSort

This uses a string as storage and has therefore no array overhead. It's thus a bit faster and has almost equal memory footprint like FixedArraySort. Small drawback: You can not store element ids containing a null byte.

GroupedArraySort

This is the most basic, not so efficient implementation of grouped topSort using plain php arrays.

GroupedStringSort

This uses a string as storage and has therefore no array operations overhead. It's extremely faster and has better memory footprint than GroupedArraySort. Small drawback: You can not store element ids containing a null byte.

Benchmarks with PHP 7.0.9

Test data: 1/3 has two edges, 1/3 has one edge and 1/3 has no edges. Use the benchmark command in ./bin/console to play with it.

Count Implementation Memory Duration
50 FixedArraySort 0b 0.0001s
50 ArraySort 0b 0.0001s
50 StringSort 0b 0.0001s
1,000 FixedArraySort 53,432b 0.0013s
1,000 ArraySort 37,720b 0.0012s
1,000 StringSort 89,112b 0.0013s
10,000 FixedArraySort 692,464b 0.0141s
10,000 ArraySort 529,240b 0.0138s
10,000 StringSort 1,080,472b 0.0154s
100,000 FixedArraySort 5,800,200b 0.1540s
100,000 ArraySort 4,199,280b 0.1499s
100,000 StringSort 10,124,000b 0.1645s
1,000,000 FixedArraySort 49,561,888b 1.5456s
1,000,000 ArraySort 33,559,408b 1.5597s
1,000,000 StringSort 95,480,848b 1.7942s
Count Implementation Memory Duration
50 GroupedArraySort 0b 0.0002s
50 GroupedStringSort 0b 0.0002s
1,000 GroupedArraySort 112,280b 0.0090s
1,000 GroupedStringSort 99,440b 0.0025s
10,000 GroupedArraySort 1,431,320b 0.8385s
10,000 GroupedStringSort 1,176,304b 0.0267s
100,000 GroupedArraySort 12,318,072b 132.9709s
100,000 GroupedStringSort 11,129,144b 0.2788s
1,000,000 GroupedArraySort - too long
1,000,000 GroupedStringSort 106,488,496b 3.0879s

vaimo/topological-sort 适用场景与选型建议

vaimo/topological-sort 是一款 基于 PHP 开发的 Composer 扩展包,目前已累计 4.43M 次下载、GitHub Stars 达 4, 最近一次更新时间为 2019 年 04 月 13 日, 在 PHP 生态内属于活跃度较高的组件。

它主要适用于以下技术方向: 「topological sort」 「topsort」 「dependency resolving」 等业务场景。在实际项目中,围绕这些方向常见需要落地的问题包括:接口对接、性能调优、并发安全、与既有框架(Laravel / ThinkPHP / Yii / Webman 等)的兼容适配,以及生产环境的日志埋点与稳定性保障。

我们在过去多个企业项目中使用过 vaimo/topological-sort 或与其功能相近的方案,如果你在选型或落地过程中遇到问题,例如 版本兼容、二次改造、私有化封装、与内部系统对接、生产 BUG 排查,欢迎联系我们协助评估。

围绕 vaimo/topological-sort 我们能提供哪些服务?
定制开发 / 二次开发

基于 vaimo/topological-sort 在你已有业务上做功能扩展、字段裁剪、UI 适配、与内部账号 / 权限 / 日志系统的深度对接。

BUG 修复 & 性能优化

线上偶发问题、内存泄漏、慢查询、并发异常等排查修复;针对高流量场景做缓存、队列、索引层面的调优。

项目外包 & 长期维护

承接完整的项目从需求 → 设计 → 开发 → 上线 → 长期运维;也可按月提供技术保姆服务。

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统计信息

  • 总下载量: 4.43M
  • 月度下载量: 0
  • 日度下载量: 0
  • 收藏数: 4
  • 点击次数: 18
  • 依赖项目数: 2
  • 推荐数: 0

GitHub 信息

  • Stars: 4
  • Watchers: 7
  • Forks: 19
  • 开发语言: PHP

其他信息

  • 授权协议: MIT
  • 更新时间: 2019-04-13