morozovsk / Php Arrays In Memory Comparison
How to store 11kk items in memory? Comparison of methods: array vs object vs SplFixedArray vs pack vs swoole_table vs swoole_pack vs redis vs memsql vs node.js arrays in php7
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Data
11kk items in 101 json file 1.5MB each. https://github.com/sat2707/hlcupdocs/tree/master/data/FULL/data
schema:
- id — unique id: int32 unsigned
- location — location id: int32 unsigned
- user — user id: int32 unsigned
- visited_at — timestamp.
- mark — int from 0 to 5
Example:
{"visits": [{"user": 34, "location": 6, "visited_at": 1330898799, "id": 1, "mark": 4}, ...]}
$row = ["user" => 34, "location" => 6, "visited_at" => 1330898799, "id" => 1, "mark" => 4];
Results (on php7 x64):
| memory, Mb | initializing | filling | ||
|---|---|---|---|---|
| php | array of objects | 6231 | $visits = new SplFixedArray(11000000); | $visits[$row['id']] = (object) $row; |
| php | array (hash) | 6057 | $visits = []; | $visits[$row['id']] = $row; |
| php | SplFixedArray | 5696 | $visits = new SplFixedArray(11000000); | $visits[$row['id']] = $row; |
| php | array (index) | 3936 | $visits = new SplFixedArray(11000000); | $visits[$row['id']] = [$row['user'],...]; |
| redis | mset | 3354 | MSet(["u{$row['id']}" => $row['user'], "l{$row['id']}" => $row['location'], ...]) | |
| php | SplFixedArray | 2790 | $visits = new SplFixedArray(11000000); | $visits[$row['id']] = new SplFixedArray(4); |
| php | swoole_table | 2200 | $visits = new swoole_table(11000000); | $visits->set($row['id'], $row); |
| php | arrays | 2147 | $user = $location = ... = []; | $user[$row['id']] = $row['user'];$location[$row['id']] = $row['location'];... |
| php | my object | 1430 | $visits = new SplFixedArray(11000000); | $visits[$row['id']] = new MyArrayClass($row['user'], ...); |
| redis | hmset | 1409 | hMSet("v{$row['id']}", ['user' => $row['user'], 'location' => $row['location'], ...]); | |
| redis | hmset | 1225 | hMSet("v{$row['id']}", ['u' => $row['user'], 'l' => $row['location'], ...]); | |
| memsql | insert | 842 | create table | insert into |
| node.js | array | 780 | visits = []; | visits[visitsData.visits[y]['id']] = {user:visitsData.visits[y].user,...} |
| php | strings | 736 | $visits = new SplFixedArray(11000000); | $visits[$row['id']] = join(',', [$row['user'], $row['location'], ...]); |
| php | SplFixedArrays | 704 | $user = new SplFixedArray(11000000);... | $user[$row['id']] = $row['user'];$location[$row['id']] = $row['location'];... |
| sqlite | insert | 623 | create table | insert into |
| php | swoole_pack | 539 | shmop_open($k, "c", 0644, 49*11000000); | swoole_pack(['user' => $row['user'], 'location' => $row['location'], ...]) |
| tarantool | insert | 530 | create_index('primary', ...) | insert($row['id'], $row['user'], $row['location'], ...]); |
| mysql | insert | 515 | create table | insert into |
| node.js | arrays | 514 | visits_user = []; visits_location = [];... | visits_user[visitsData.visits[y]['id']] = visitsData.visits[y].user;... |
| php | swoole_pack | 341 | shmop_open($k, "c", 0644, 31*11000000); | swoole_pack(['u' => $row['user'], 'l' => $row['location'], ...]) |
| php | swoole_pack | 209 | shmop_open($k, "c", 0644, 19*11000000); | swoole_pack([$row['user'], $row['location'], $row['visited_at'], $row['mark']]); |
| php | pack | 143 | shmop_open($k, "c", 0644, 13*11000000); | pack('LLLc', $row['user'], $row['location'], $row['visited_at'], $row['mark']); |
See also comparison swoole vs workerman vs roadrunner vs node.js vs fasthttp
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