import com.google.common.testing.AbstractPackageSanityTests;
import org.jspecify.annotations.NullUnmarked;

/**
 * Basic sanity tests for the entire package.
 *
 * @author Ben Yu
 */

@NullUnmarked
@GwtIncompatible
@J2ktIncompatible
public class PackageSanityTests extends AbstractPackageSanityTests {
  public PackageSanityTests() {

import com.google.common.annotations.J2ktIncompatible;
import junit.framework.TestCase;
import org.jspecify.annotations.NullUnmarked;

/**
 * Tests for {@link ForwardingListenableFuture}.
 *
 * @author Ben Yu
 */
@NullUnmarked
@GwtIncompatible
@J2ktIncompatible
public class ForwardingListenableFutureTest extends TestCase {
  public void testForwarding() {

import static com.google.common.base.Preconditions.checkArgument;

import java.lang.reflect.ParameterizedType;
import java.lang.reflect.Type;

/**
 * Captures the actual type of {@code T}.
 *
 * @author Ben Yu
 */
abstract class TypeCapture<T> {

  /** Returns the captured type. */
  final Type capture() {
    Type superclass = getClass().getGenericSuperclass();

import com.google.common.testing.AbstractPackageSanityTests;
import org.jspecify.annotations.NullUnmarked;

/**
 * Basic sanity tests for the entire package.
 *
 * @author Ben Yu
 */

@NullUnmarked
public class PackageSanityTests extends AbstractPackageSanityTests {
  public PackageSanityTests() {
    setDefault(LockFreeBitArray.class, new LockFreeBitArray(1));

import com.google.common.testing.AbstractPackageSanityTests;
import org.jspecify.annotations.NullUnmarked;

/**
 * Tests basic sanity for each class in the package.
 *
 * @author Ben Yu
 */

@NullUnmarked
@GwtIncompatible
@J2ktIncompatible
public class PackageSanityTests extends AbstractPackageSanityTests {
  public PackageSanityTests() {
    setDefault(String.class, "string");
  }

In der Liste der Deployment-Konzepte von oben würde die Verwendung von Workern hauptsächlich bei der **Replikation** und ein wenig bei **Neustarts** helfen, aber Sie müssen sich trotzdem um die anderen kümmern:

* **Sicherheit – HTTPS**
* **Beim Hochfahren ausführen**
* ***Neustarts***
* Replikation (die Anzahl der laufenden Prozesse)

Bu bölümde, **FastAPI** uygulamanızda aynı scope'lu OAuth2 ile authentication ve authorization'ı nasıl yöneteceğinizi göreceksiniz.

/// warning | Uyarı

Bu bölüm az çok ileri seviye sayılır. Yeni başlıyorsanız atlayabilirsiniz.

OAuth2 scope'larına mutlaka ihtiyacınız yok; authentication ve authorization'ı istediğiniz şekilde ele alabilirsiniz.

import java.nio.channels.FileChannel.MapMode;
import java.nio.charset.CharsetEncoder;
import org.jspecify.annotations.NullUnmarked;

/**
 * Basic sanity tests for the entire package.
 *
 * @author Ben Yu
 */

@NullUnmarked
public class PackageSanityTests extends AbstractPackageSanityTests {
  public PackageSanityTests() {
    setDefault(BaseEncoding.class, BaseEncoding.base64());
    setDefault(int.class, 32);

import java.util.Set;
import org.jspecify.annotations.NullMarked;
import org.jspecify.annotations.Nullable;

/**
 * Generates a dummy interface proxy that simply returns a dummy value for each method.
 *
 * @author Ben Yu
 */
@GwtIncompatible
@J2ktIncompatible
@NullMarked
abstract class DummyProxy {

  /**
   * Returns a new proxy for {@code interfaceType}. Proxies of the same interface are equal to each

}
```

## Pydantic `bytes` für Ausgabedaten { #pydantic-bytes-for-output-data }

Sie können in der Modellkonfiguration für Ausgabedaten auch `bytes`-Felder mit `ser_json_bytes` verwenden; Pydantic wird die Bytes bei der Erzeugung der JSON-Response als base64 *serialisieren*.

{* ../../docs_src/json_base64_bytes/tutorial001_py310.py ln[1:2,12:16,29,38:41] hl[16] *}