}

  /**
   * Returns the empty multimap.
   *
   * <p><b>Performance note:</b> the instance returned is a singleton.
   */
  // Casting is safe because the multimap will never hold any elements.
  @SuppressWarnings("unchecked")
  public static <K, V> ImmutableListMultimap<K, V> of() {
    return (ImmutableListMultimap<K, V>) EmptyImmutableListMultimap.INSTANCE;
  }

   * weak, or phantom references.
   *
   * @param backingMap place to store the mapping from each row key to its corresponding column key
   *     / value map
   * @param factory supplier of new, empty maps that will each hold all column key / value mappings
   *     for a given row key
   * @throws IllegalArgumentException if {@code backingMap} is not empty
   * @since 10.0
   */
  public static <R, C, V> Table<R, C, V> newCustomTable(

///

## Use `Annotated` in the type for the `q` parameter

Remember I told you before that `Annotated` can be used to add metadata to your parameters in the [Python Types Intro](../python-types.md#type-hints-with-metadata-annotations){.internal-link target=_blank}?

Now it's the time to use it with FastAPI. 🚀

      LinkedListMultimap<K, V> create() {
    return new LinkedListMultimap<>();
  }

  /**
   * Constructs an empty {@code LinkedListMultimap} with enough capacity to hold the specified
   * number of keys without rehashing.
   *
   * @param expectedKeys the expected number of distinct keys
   * @throws IllegalArgumentException if {@code expectedKeys} is negative
   */

<small>* ước tính được dựa trên những kiểm chứng trong nhóm phát triển nội bộ, xây dựng các ứng dụng sản phẩm.</small>

## Nhà tài trợ

<!-- sponsors -->

{% if sponsors %}
{% for sponsor in sponsors.gold -%}
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
{% endfor -%}
{%- for sponsor in sponsors.silver -%}

<small>* 根据对某个构建线上应用的内部开发团队所进行的测试估算得出。</small>

## Sponsors

<!-- sponsors -->

{% if sponsors %}
{% for sponsor in sponsors.gold -%}
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
{% endfor -%}
{%- for sponsor in sponsors.silver -%}

	} else {
		var user3 User
		DB.First(&user3, user.ID)
		if user3.UpdatedAt.UnixNano() == user2.UpdatedAt.UnixNano() {
			t.Fatalf("failed to update user's updated_at, old: %v, new: %v", user2.UpdatedAt, user3.UpdatedAt)
		}
	}
}

func TestUpsertSlice(t *testing.T) {
	langs := []Language{
		{Code: "upsert-slice1", Name: "Upsert-slice1"},

/*
To clean up stale ztunnels

	we may need to ztunnel to send its (uid, bootid / boot time) to us
	so that we can remove stale entries when the ztunnel pod is deleted
	or when the ztunnel pod is restarted in the same pod (remove old entries when the same uid connects again, but with different boot id?)

	save a queue of what needs to be sent to the ztunnel pod and send it one by one when it connects.

        builder.append(FIRST_ESC_CHAR);
        builder.append('8');
        return this;
    }

    public Ansi reset() {
        return a(Attribute.RESET);
    }

    public Ansi bold() {
        return a(Attribute.INTENSITY_BOLD);
    }

    public Ansi boldOff() {
        return a(Attribute.INTENSITY_BOLD_OFF);
    }

    public Ansi a(String value) {
        flushAttributes();

Dort könnten Sie mir als Dankeschön einen Kaffee spendieren ☕️. 😄

Und Sie können auch Silber- oder Gold-Sponsor für FastAPI werden. 🏅🎉

## Die Tools sponsern, die FastAPI unterstützen

Wie Sie in der Dokumentation gesehen haben, steht FastAPI auf den Schultern von Giganten, Starlette und Pydantic.