I consider **FastAPI** a "spiritual successor" to APIStar, while improving and increasing the features, typing system, and other parts, based on the learnings from all these previous tools.

///

## Used by **FastAPI** { #used-by-fastapi }

### <a href="https://docs.pydantic.dev/" class="external-link" target="_blank">Pydantic</a> { #pydantic }

import org.jspecify.annotations.Nullable;

/**
 * A {@link Multimap} whose contents will never change, with many other important properties
 * detailed at {@link ImmutableCollection}.
 *
 * <p><b>Warning:</b> avoid <i>direct</i> usage of {@link ImmutableMultimap} as a type (as with
 * {@link Multimap} itself). Prefer subtypes such as {@link ImmutableSetMultimap} or {@link

- e2e storage tests now run faster and are easier to read ([#72434](https://github.com/kubernetes/kubernetes/pull/72434), [@pohly](https://github.com/pohly))
- `e2e.test` now rejects unknown `--provider` values instead of merely warning about them. An empty provider name is not accepted anymore and was replaced by `skeleton` (a provider with no special behavior). ([#73402](https://github.com/kubernetes/kubernetes/pull/73402), [@pohly](https://github.com/pohly))

  public void testStringConverterSerialization() {
    SerializableTester.reserializeAndAssert(Floats.stringConverter());
  }

  public void testToArray() {
    // need explicit type parameter to avoid javac warning!?
    List<Float> none = Arrays.<Float>asList();
    assertThat(Floats.toArray(none)).isEqualTo(EMPTY);

    List<Float> one = Arrays.asList(1.0f);
    assertThat(Floats.toArray(one)).isEqualTo(ARRAY1);

  public void testStringConverterSerialization() {
    SerializableTester.reserializeAndAssert(Ints.stringConverter());
  }

  public void testToArray() {
    // need explicit type parameter to avoid javac warning!?
    List<Integer> none = Arrays.<Integer>asList();
    assertThat(Ints.toArray(none)).isEqualTo(EMPTY);

    List<Integer> one = Arrays.asList((int) 1);
    assertThat(Ints.toArray(one)).isEqualTo(ARRAY1);

  public void testStringConverterSerialization() {
    SerializableTester.reserializeAndAssert(Floats.stringConverter());
  }

  public void testToArray() {
    // need explicit type parameter to avoid javac warning!?
    List<Float> none = Arrays.<Float>asList();
    assertThat(Floats.toArray(none)).isEqualTo(EMPTY);

    List<Float> one = Arrays.asList(1.0f);
    assertThat(Floats.toArray(one)).isEqualTo(ARRAY1);

> 🏛 ⏬ 🐍 ✔️ 🐕‍🦺 **"🔁 📟"** ⚙️ 🕳 🤙 **"🔁"**, ⏮️ **`async` & `await`** ❕.

👈 🔜 ⚒ 🌅 🔑 🔜. 👶

🌐 👈 ⚫️❔ 🏋️ FastAPI (🔘 💃) & ⚫️❔ ⚒ ⚫️ ✔️ ✅ 🎆 🎭.

## 📶 📡 ℹ

/// warning

👆 💪 🎲 🚶 👉.

👉 📶 📡 ℹ ❔ **FastAPI** 👷 🔘.

🚥 👆 ✔️ 📡 💡 (🈶-🏋, 🧵, 🍫, ♒️.) & 😟 🔃 ❔ FastAPI 🍵 `async def` 🆚 😐 `def`, 🚶 ⤴️.

///

### ➡ 🛠️ 🔢

حالا باید بیشتر برات معنی بده. ✨

همه اینا چیزیه که به FastAPI (از طریق Starlette) قدرت می‌ده و باعث می‌شه عملکرد چشمگیری داشته باشه.

## جزئیات خیلی فنی

/// warning

احتمالاً می‌تونی اینو رد کنی.

اینا جزئیات خیلی فنی از نحوه کار **FastAPI** زیر پوسته‌ست.

* <a href="https://github.com/tiangolo/uvicorn-gunicorn-fastapi-docker" class="external-link" target="_blank">tiangolo/uvicorn-gunicorn-fastapi</a>.

/// warning | Achtung

 * or an explicit {@link Comparator}. In all cases, this implementation uses {@link
 * Comparable#compareTo} or {@link Comparator#compare} instead of {@link Object#equals} to determine
 * equivalence of instances.
 *
 * <p><b>Warning:</b> The comparison must be <i>consistent with equals</i> as explained by the
 * {@link Comparable} class specification. Otherwise, the resulting multiset will violate the {@link