*
 * Key features:
 * - Document search with pagination and faceting
 * - Scroll search for large result sets
 * - Document retrieval by ID
 * - Bulk document updates
 * - Search parameter serialization/deserialization for cookies
 * - Integration with search engines and logging systems
 */
public class SearchHelper {

    // ===================================================================================

import org.jspecify.annotations.Nullable;

/**
 * Unit test for {@link AbstractMultiset}.
 *
 * @author Kevin Bourrillion
 * @author Louis Wasserman
 */
@SuppressWarnings("serial") // No serialization is used in this test
@GwtCompatible
@NullMarked
public class SimpleAbstractMultisetTest extends TestCase {
  @J2ktIncompatible
  @GwtIncompatible // suite
  @AndroidIncompatible // test-suite builders

 * subclasses. Without such overrides, optimizers might put a {@code writeReplace}-containing class
 * and its subclass in different packages, causing the serialization system to fail to invoke {@code
 * writeReplace} when serializing an instance of the subclass. For an example of this problem, see
 * b/310253115.
 */
@NullUnmarked
public class WriteReplaceOverridesTest extends TestCase {

        });
        assertEquals(expectedMessage, thrownWithBoth.getMessage());
        assertEquals(cause, thrownWithBoth.getCause());
    }

    @Test
    @DisplayName("Test serialization compatibility")
    public void testSerialVersionUID() {
        // Verify that the serialVersionUID is set
        TransportException exception = new TransportException();

        assertEquals("Level 2", level2.getMessage());
        assertEquals("Level 3 - Root cause", level3.getMessage());
    }

    /**
     * Test serialization
     */
    public void test_serialization() throws Exception {
        String message = "Serialization test";
        Exception cause = new IOException("IO cause");
        CrawlerSystemException original = new CrawlerSystemException(message, cause);

                )
            self.response_field = create_model_field(
                name=response_name,
                type_=self.response_model,
                mode="serialization",
            )
            # Create a clone of the field, so that a Pydantic submodel is not returned
            # as is just because it's an instance of a subclass of a more limited class

And of course, it supports the same:

* data validation
* data serialization
* data documentation, etc.

This works the same way as with Pydantic models. And it is actually achieved in the same way underneath, using Pydantic.

/// info

    val kotlinJvmAbiGenEmbeddable = "org.jetbrains.kotlin:jvm-abi-gen-embeddable"
    val kotlinxSerializationCore = "org.jetbrains.kotlinx:kotlinx-serialization-core"
    val kotlinxSerializationJson = "org.jetbrains.kotlinx:kotlinx-serialization-json"
    val kryo = "com.esotericsoftware.kryo:kryo"
    val log4jToSlf4j = "org.slf4j:log4j-over-slf4j"
    val maven3Artifact = "org.apache.maven:maven-artifact"

 * This class handles pagination functionality for job log listings and provides
 * search criteria for filtering job logs.
 */
public class JobLogPager implements Serializable {

    /** Serial version UID for serialization */
    private static final long serialVersionUID = 1L;

    /**
     * Default constructor.
     */
    public JobLogPager() {
        // Default constructor
    }

    * une validation même pour les objets <abbr title="JavaScript Object Notation">JSON</abbr> profondément imbriqués.
* <abbr title="aussi connu sous le nom de : serialization, parsing, marshalling">Une conversion</abbr> des données d'entrée : venant du réseau et allant vers les données et types de Python, permettant de lire :
    * le <abbr title="JavaScript Object Notation">JSON</abbr>.