如何在Doctrine2中优化查询,而不破坏数据,从N+1优化?

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英文:

How to optimize a query from N+1 without breaking the data in doctrine2?

问题

以下是翻译好的部分:

有以下表格:国家、签证、大使馆。
(一个国家可以有多个签证和大使馆)。

我进行了一个查询,获取了几个国家的记录:

$currencies = $this->entityManager
    ->createQueryBuilder()
    ->select('c')
    ->from(Country::class, 'c')
    ->setMaxResults($condition->first)
    ->setFirstResult($condition->offset)
    ->getQuery()
    ->getResult();

好的,一切都正常。

此外,当我们在循环中使用 $currencies 并获取签证和大使馆时,我们遇到了N + 1查询的问题。在我的情况下,一次有200多个查询。

让我们尝试使用连接来解决这个问题:

$currencies = $this->entityManager
    ->createQueryBuilder()
    ->select('c')
    ->from(Country::class, 'c')
    ->leftJoin('c.visas', 'cv')
    ->addSelect('cv')
    ->leftJoin('c.embassies', 'ce')
    ->addSelect('ce')
    ->setMaxResults($condition->first)
    ->setFirstResult($condition->offset)
    ->getQuery()
    ->getResult();

因此,这解决了N + 1的问题,将200多个查询转化为4个查询,但随之出现了以下问题:

例如,在我们的表格(或根据查询条件找到的表格)中有1个国家记录,但是这个国家,例如,在数据库中有3个签证和5个大使馆记录。

因此,在使用连接的情况下,当找到1个国家时,签证和大使馆的关系也将返回1条记录(并且不管可能有更多记录)。

这种行为是由于左连接引起的,一方面是有200多个查询,另一方面是如果国家记录少于可能的关系,则返回的数据不完整。

我该如何解决这个问题?

英文:

There are the following tables: countries, visas, embassies.
(one country can have many visas and embassies).

I make a query that gets several countries records:

$currencies = $this->entityManager
    ->createQueryBuilder()
    ->select('c')
    ->from(Country::class, 'c')
    ->setMaxResults($condition->first)
    ->setFirstResult($condition->offset)
    ->getQuery()
    ->getResult();

ok, everything works.

further, when we work with $currencies in a loop and get visas and embassises, we get a problem with N + 1 queries. In my case it is 200+ queries at a time.

Let's try to solve the problem with join:

$currencies = $this->entityManager
    ->createQueryBuilder()
    ->select('c')
    ->from(Country::class, 'c')
    ->leftJoin('c.visas', 'cv')
    ->addSelect('cv')
    ->leftJoin('c.embassies', 'ce')
    ->addSelect('ce')
    ->setMaxResults($condition->first)
    ->setFirstResult($condition->offset)
    ->getQuery()
    ->getResult();

so this solves the problem with N+1, turning 200+ queries into 4 queries, but the following problem appears:

for example, in our table (or found by query condition) there is 1 country record, but this country, for example, has 3 visas and 5 embassies records in the database.

So, in the case of using join, when 1 country is found, then the relations on visas and embassises will also return 1 record (and it doesn’t matter that there may be more of them).

This behavior is due to leftJoin, and on the one hand - these are 200+ queries and on the other hand - incomplete data return if there are fewer countries records than possible relations.

How can I solve this problem?

答案1

得分: 1

你不能使用 join 解决这个问题,你应该使用 WHERE IN 运算符进行其他查询来获取额外的数据。首先,获取你的国家,获得它们的 id 数组,例如 $ids,然后进行如下查询:

$queryBuilder->where('embassies.country_id IN (:ids)')
             ->setParameter('ids', $ids)

然后对签证也做同样的事情。这样,你可以用 3 次查询获取所有数据,而不是 200+ 次查询。

英文:

You can't solve it with join, you should make other queries for additional data using WHERE IN operator. First you get your countries, get array of their id, for example $ids, and then make query like

$queryBuilder->where('embassies.country_id IN (:ids)')
             ->setParameter('ids', $ids)

And do the same thing for visas. So instead of 200+ queries you can get all the data with 3.

huangapple
  • 本文由 发表于 2023年7月13日 22:36:22
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