Sie können jetzt Produktionsanwendungen mit **FastAPI** erstellen (und das tun Sie wahrscheinlich schon seit einiger Zeit), Sie müssen nur sicherstellen, dass Sie eine Version verwenden, die korrekt mit dem Rest Ihres Codes funktioniert.

## `fastapi`-Version pinnen

Als Erstes sollten Sie die Version von **FastAPI**, die Sie verwenden, an die höchste Version „pinnen“, von der Sie wissen, dass sie für Ihre Anwendung korrekt funktioniert.

        NtlmMessage.writeSecurityBuffer(dest, 0, 4, null);
        assertArrayEquals(before, dest, "Zero length should leave dest unchanged");
    }

    @Test
    @DisplayName("writeSecurityBuffer copies data and sets fields")
    void testWriteSecurityBufferNonZero() {
        byte[] dest = new byte[8 + 4];
        byte[] payload = { 0x55, 0x66, 0x77 };
        NtlmMessage.writeSecurityBuffer(dest, 0, 8, payload);

                                            </table>
                                        </div>
                                    </div>
                                    <c:set var="pager" value="${fileAuthPager}" scope="request"/>
                                    <c:import url="/WEB-INF/view/common/admin/crud/pagination.jsp"/>
                                    <c:if test="${pager.currentPageNumber > pager.allPageCount}">

  private static <N, V> Map<EndpointPair<N>, V> edgeValueMap(ValueGraph<N, V> graph) {
    return Maps.asMap(
        graph.edges(),
        edge ->
            // requireNonNull is safe because the endpoint pair comes from the graph.
            requireNonNull(graph.edgeValueOrDefault(edge.nodeU(), edge.nodeV(), null)));
  }

import javax.crypto.spec.SecretKeySpec;
import javax.security.auth.kerberos.KerberosKey;

/**
 * Utility class for calculating and verifying PAC (Privilege Attribute Certificate) message authentication codes.
 * This class provides methods for computing MACs using various Kerberos encryption types including
 * ARCFOUR-HMAC-MD5 and AES-based HMAC algorithms.
 */
public class PacMac {

    /**

    get() = countingSource.bytesRead - source.buffer.size

  /** How many bytes to read before [peekHeader] should return false, or -1L for no limit. */
  private var limit = -1L

  /** Type hints scoped to the call stack, manipulated with [withTypeHint]. */
  private val typeHintStack = mutableListOf<Any?>()

  /**
   * The type hint for the current object. Used to pick adapters based on other fields, such as

        return false;
    }

    @Override
    public String toString() {
        return "MacSigningKey=" + Hexdump.toHexString(this.macSigningKey, 0, this.macSigningKey.length);
    }

    /**
     * Copies the given text data into the destination array
     *
     * @param cfg
     *            The configuration to use for text encoding
     * @param t
     *            The text data to copy
     * @param dst

        when(mockCifsContext.getNameServiceClient()).thenReturn(mockNameServiceClient);

        ntlmConnection = new NtlmHttpURLConnection(mockConnection, mockCifsContext);
    }

    /**
     * Test that the constructor copies settings from the wrapped connection.
     * @throws ProtocolException
     */
    @Test
    void testConstructorCopiesSettings() throws ProtocolException {
        // Arrange

import static com.google.common.truth.Truth.assertThat;
import static java.lang.System.arraycopy;
import static java.util.Arrays.asList;
import static java.util.Collections.emptyList;
import static java.util.Collections.nCopies;
import static java.util.Collections.singletonList;

import com.google.common.annotations.GwtCompatible;
import com.google.common.annotations.GwtIncompatible;
import com.google.common.annotations.J2ktIncompatible;

/// check

Notice that the value your function received (and returned) is `3`, as a Python `int`, not a string `"3"`.

So, with that type declaration, **FastAPI** gives you automatic request <abbr title="converting the string that comes from an HTTP request into Python data">"parsing"</abbr>.

///

## Data validation { #data-validation }