* already present in the multimap change in a manner that affects {@code equals} comparisons. Use
 * caution if mutable objects are used as keys in a {@code Multimap}.
 *
 * <p>All methods that modify the multimap are optional. The view collections returned by the
 * multimap may or may not be modifiable. Any modification method that is not supported will throw
 * {@link UnsupportedOperationException}.
 *

```

但这样每次调用 `fastapi` 命令时都需要记得传入正确的路径。

另外，其他工具可能无法找到它，例如 [VS Code 扩展](../editor-support.md) 或 [FastAPI Cloud](https://fastapicloud.com)，因此推荐在 `pyproject.toml` 中使用 `entrypoint`。

### 部署你的应用（可选） { #deploy-your-app-optional }

你可以选择将 FastAPI 应用部署到 [FastAPI Cloud](https://fastapicloud.com)，如果还没有，先去加入候补名单。🚀

如果你已经拥有 **FastAPI Cloud** 账户（我们从候补名单邀请了你 😉），你可以用一条命令部署应用。

部署前，先确保已登录：

<div class="termy">

```console

Hier ist ein Tipp aus meiner sehr **subjektiven** Perspektive:

* 🚨 Vermeiden Sie die Verwendung von `Optional[SomeType]`
* Verwenden Sie stattdessen ✨ **`Union[SomeType, None]`** ✨.

Вот совет с моей очень субъективной точки зрения:

- 🚨 Избегайте использования `Optional[SomeType]`
- Вместо этого ✨ используйте **`Union[SomeType, None]`** ✨.

To achieve this, you can use the command line option `--root-path` like:

<div class="termy">

```console
$ fastapi run main.py --forwarded-allow-ips="*" --root-path /api/v1

<span style="color: green;">INFO</span>:     Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)
```

</div>

If you use Hypercorn, it also has the option `--root-path`.

/// note | Technical Details

 *       SoftReference soft} references
 *   <li>notification of evicted (or otherwise removed) entries
 *   <li>accumulation of cache access statistics
 * </ul>
 *
 * <p>These features are all optional; caches can be created using all or none of them. By default,
 * cache instances created by {@code CacheBuilder} will not perform any type of eviction.
 *
 * <p>Usage example:
 *
 * {@snippet :

Voici un conseil issu de mon point de vue très subjectif :

- 🚨 Évitez d'utiliser `Optional[SomeType]`
- À la place ✨ **utilisez `Union[SomeType, None]`** ✨.

    assertThat(cookie.matches("http://www.example.com".toHttpUrl())).isFalse()
    assertThat(cookie.matches("http://square.com".toHttpUrl())).isFalse()
  }

  /** Ignore an optional leading `.` in the domain.  */
  @Test fun domainMatchesIgnoresLeadingDot() {
    val cookie = parse(url, "a=b; domain=.example.com")
    assertThat(cookie!!.matches("http://example.com".toHttpUrl())).isTrue()

   *
   * <p>The views returned by the {@code Table} methods {@link Table#column}, {@link
   * Table#columnKeySet}, and {@link Table#columnMap} have iterators that don't support {@code
   * remove()}. Otherwise, all optional operations are supported. Null row keys, columns keys, and
   * values are not supported.
   *
   * <p>Lookups by row key are often faster than lookups by column key, because the data is stored

        assertTrue(bulkLine.contains("reading2a"));
        assertTrue(bulkLine.contains("reading3"));
    }

    @Test
    public void testCreateBulkLineWithEmptyArrays() {
        // Test with empty arrays for optional fields
        SuggestItem item = new SuggestItem(new String[] { "text" }, new String[0][0], new String[0], 0, 0, 1.0f, new String[0],
                new String[0], new String[0], SuggestItem.Kind.DOCUMENT);