comment = " Generated - Update by running `./gradlew updateSmokeTestedPluginsVersions`"
    propertiesFile = layout.projectDirectory.file("gradle/dependency-management/smoke-tested-plugins.properties")
}

tasks.register("updateSmokeTestedVersions") {
    dependsOn(updateKotlinVersions, updateAgpVersions, updateSmokeTestedPluginsVersions)
}

import java.util.Collection;
import java.util.List;
import org.jspecify.annotations.NullMarked;

/**
 * Creates collections containing unhashable sample elements, to be tested.
 *
 * @author Regina O'Dell
 */
@GwtCompatible
@NullMarked
public abstract class TestUnhashableCollectionGenerator<T extends Collection<UnhashableObject>>
    implements TestCollectionGenerator<UnhashableObject> {

     */
    @Test
    void testConstructor() throws NoSuchFieldException, IllegalAccessException {
        // Create an instance of the class to be tested
        MsrpcGetMembersInAlias request = new MsrpcGetMembersInAlias(aliasHandle, sids);

        // Assert that the public 'sids' field is initialized as expected

### Sem anotação { #no-annotation }

Você não precisa declarar a anotação de tipo de retorno para transmitir dados binários.

Como o FastAPI não tentará converter os dados para JSON com Pydantic nem serializá-los de nenhuma forma, neste caso a anotação de tipo serve apenas para seu editor e ferramentas; ela não será usada pelo FastAPI.

{* ../../docs_src/stream_data/tutorial001_py310.py ln[32:35] hl[33] *}

import java.util.Collection;
import java.util.List;
import org.jspecify.annotations.NullMarked;

/**
 * Creates collections containing unhashable sample elements, to be tested.
 *
 * @author Regina O'Dell
 */
@GwtCompatible
@NullMarked
public abstract class TestUnhashableCollectionGenerator<T extends Collection<UnhashableObject>>
    implements TestCollectionGenerator<UnhashableObject> {

        assertNotNull(exception.getStackTrace());
        assertTrue(exception.getStackTrace().length > 0);
    }

    @Test
    public void test_nestedExceptions() {
        // Test nested exceptions
        Exception innerCause = new IllegalArgumentException("Invalid argument");
        Exception middleCause = new RuntimeException("Runtime error", innerCause);

     * are not listed in a user's group membership (e.g. as represented by the
     * tokenGroups constructed attribute retrieved via LDAP).
     *
     * Domain groups nested inside a local group are currently not expanded. In
     * this case the key (SID) type will be SID_TYPE_DOM_GRP rather than
     * SID_TYPE_USER.
     *
     * @param tc
     *            The context to use

該 dataclass 會自動轉換為 Pydantic 的 dataclass。

如此一來，其結構描述（schema）會顯示在 API 文件介面中：

<img src="/img/tutorial/dataclasses/image01.png">

## 巢狀資料結構中的 Dataclasses { #dataclasses-in-nested-data-structures }

你也可以將 `dataclasses` 與其他型別註記結合，建立巢狀的資料結構。

在某些情況下，你可能仍需要使用 Pydantic 版本的 `dataclasses`。例如，當自動產生的 API 文件出現錯誤時。

這種情況下，你可以把標準的 `dataclasses` 直接換成 `pydantic.dataclasses`，它是可直接替換（drop-in replacement）的：

import java.util.Map.Entry;
import java.util.SortedMap;
import org.jspecify.annotations.NullMarked;
import org.jspecify.annotations.Nullable;

/**
 * Creates sorted maps, containing sample elements, to be tested.
 *
 * @author Louis Wasserman
 */
@GwtCompatible
@NullMarked
public interface TestSortedMapGenerator<K extends @Nullable Object, V extends @Nullable Object>
    extends TestMapGenerator<K, V> {
  @Override

        assertNotNull(responseString);
        assertTrue(responseString.length() > 0);
    }

    /**
     * Tests the toString method of the nested SmbInfoAllocation class.
     */
    @Test
    void testSmbInfoAllocationToString() {
        Trans2QueryFSInformationResponse response =