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使用 Case/When 进行条件聚合

在单个查询中编写分支逻辑

使用 Case/When 进行条件聚合 是 CoddyKit 上的免费 Django Academy 课时。 这是第 4 节课,共 4 节。 你可以在下方免费阅读本课时的完整内容 — 然后在浏览器中使用内置代码编辑器和全天候 AI 导师进行实践。 这是 Django Academy 学习路径的一部分,你的进度在网页和 CoddyKit 应用中同步。 Django Academy 课程共包含 4 节课。

本课时的部分内容尚未翻译,以英文显示。

Branching Inside a Query

Sometimes you need different results for different rows. Case lets the database choose a value per row, like an if statement in SQL.

The Case and When Pair

A Case holds one or more When branches; each When pairs a condition with the value to use when that condition is true.

from django.db.models import Case, When, Value

A Simple Label

Annotate a computed label by giving each When a condition and a then value, with a default for the rest.

Book.objects.annotate(tier=Case(
  When(price__gte=50, then=Value("premium")),
  default=Value("standard")))

Why Conditional Aggregation

The real power comes from putting Case inside an aggregate, so you can count or sum only the rows that match a condition.

Count Rows That Match

Wrap a Case in Count to tally just the matching rows, since non-matching branches return null and are skipped.

Count(Case(When(active=True, then=1)))

The filter= Shortcut

Modern Django offers a cleaner way: pass filter to an aggregate to count or sum a subset without writing Case yourself.

Count("id", filter=Q(active=True))

Multiple Buckets at Once

Annotate several conditional aggregates together to build a breakdown, like active and inactive counts in one query.

Team.objects.annotate(
  active=Count("member", filter=Q(member__active=True)),
  inactive=Count("member", filter=Q(member__active=False)))

Sum a Subset

The same trick works with Sum, letting you total only the rows that pass a condition, such as paid invoices.

Sum("amount", filter=Q(status="paid"))

Set an output_field

When the value types are not obvious, give Case an output_field so Django knows how to handle the result.

Case(When(...), default=Value(0), output_field=IntegerField())

Order by a Case

You can even order_by a Case annotation to create custom sort priorities that plain field ordering cannot express.

One Trip to the Database

All of this branching runs server-side in a single query, far faster than looping in Python and counting by hand.

Quick Check

You want one number: how many members of a team are active, computed in the database.

Recap

Case and When add per-row branching, and pairing conditions with aggregates, or the filter= shortcut, builds rich breakdowns in one query. 📊

常见问题解答

「使用 Case/When 进行条件聚合」课时是免费的吗?

是的 — 「使用 Case/When 进行条件聚合」的完整文本可在网页上免费阅读。要进行交互式练习(内置代码编辑器和全天候 AI 导师)并解锁 Django Academy 课程的其余内容,请升级到 CoddyKit PRO。 Django Academy 课程共包含 4 节课。

「使用 Case/When 进行条件聚合」这节课中我会学到什么?

在单个查询中编写分支逻辑 你通过在浏览器中直接运行的动手代码来练习 Django Academy,全天候 AI 导师会在你学习这节课的过程中回答你的问题。

学习 Django Academy 需要有经验吗?

无需任何先前经验。CoddyKit 上的 Django Academy 课程适合初学者到高级学习者,你可以从这里开始或从头开始,按照自己的节奏学习。 这是第 4 节课,共 4 节。

「使用 Case/When 进行条件聚合」课时需要多长时间?

大多数 CoddyKit 课程大约需要 5–10 分钟。每节课都很精短且互动,所以你能稳步进步,并在网页和应用中从离开的地方继续。

我能在这节 Django Academy 课中编写并运行代码吗?

能。每节 Django Academy 课都包含内置代码编辑器,你可以在浏览器中直接编写并运行真实代码,并获得即时 AI 反馈 — 无需本地设置。

此课程中的所有课时

  1. aggregate 与 annotate
  2. 使用 F 表达式进行原子更新
  3. 使用 Q 对象进行复杂过滤
  4. 使用 Case/When 进行条件聚合
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