final byte[] utf8Decoded = Base64Util.decode(utf8Encoded);
        assertEquals("Round trip should preserve UTF-8 data", utf8Text, new String(utf8Decoded, "UTF-8"));

        // Test with binary data
        final byte[] binaryData = new byte[] { 0, 1, 2, 3, 127, (byte) 128, (byte) 255 };
        final String binaryEncoded = Base64Util.encode(binaryData);

Stattdessen nimmt es die von Pydantic mithilfe des Responsemodells (oder Rückgabetyps) generierten JSON-Bytes und gibt direkt eine `Response` mit dem richtigen Mediatyp für JSON (`application/json`) zurück.

## Anmerkungen { #notes }

Al usar un `response_model` o tipo de retorno, FastAPI no usará el `jsonable_encoder` para convertir los datos (lo cual sería más lento) ni la clase `JSONResponse`.

En su lugar, toma los bytes JSON generados con Pydantic usando el response model (o tipo de retorno) y devuelve una `Response` con el media type correcto para JSON directamente (`application/json`).

## Notas { #notes }

  public void testCollisionsDueToIncorrectSignExtension() {
    byte[] col1 = new byte[] {0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, (byte) 0x80};
    byte[] col2 = new byte[] {0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, (byte) 0x81};
    byte[] col3 = new byte[] {0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, (byte) 0xff};

    ImmutableSet<HashCode> hashCodes =
        ImmutableSet.of(

  public void testCollisionsDueToIncorrectSignExtension() {
    byte[] col1 = new byte[] {0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, (byte) 0x80};
    byte[] col2 = new byte[] {0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, (byte) 0x81};
    byte[] col3 = new byte[] {0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, (byte) 0xff};

    ImmutableSet<HashCode> hashCodes =
        ImmutableSet.of(

    static void writeInt2(final int val, final byte[] dst, int dstIndex) {
        dst[dstIndex] = (byte) (val >> 8 & 0xFF);
        dstIndex++;
        dst[dstIndex] = (byte) (val & 0xFF);
    }

    static void writeInt4(final int val, final byte[] dst, int dstIndex) {
        dst[dstIndex] = (byte) (val >> 24 & 0xFF);
        dstIndex++;
        dst[dstIndex++] = (byte) (val >> 16 & 0xFF);

    }

    /**
     * Update the file ID after successful create response
     * @param newFileId the new 16-byte file ID
     */
    public void updateFileId(byte[] newFileId) {
        if (newFileId.length != 16) {
            throw new IllegalArgumentException("File ID must be 16 bytes");
        }
        System.arraycopy(newFileId, 0, this.fileId, 0, 16);
    }

    @Override

Ao usar um `response_model` ou tipo de retorno, o FastAPI não usará o `jsonable_encoder` para converter os dados (o que seria mais lento) nem a classe `JSONResponse`.

Em vez disso, ele pega os bytes JSON gerados com o Pydantic usando o modelo de resposta (ou tipo de retorno) e retorna uma `Response` com o media type correto para JSON diretamente (`application/json`).

## Notas { #notes }

### Simple types { #simple-types }

You can declare all the standard Python types, not only `str`.

You can use, for example:

* `int`
* `float`
* `bool`
* `bytes`

{* ../../docs_src/python_types/tutorial005_py310.py hl[1] *}

### `typing` module { #typing-module }

Analysis of Date: Summary no class cycles class cycle class cycles class layers classes (using external classes) grouped in packages no package cycles package cycle package cycles no package packages Type Number of classes Averaged (maximum) size in bytes Averaged (maximum) number of usage by other classes Averaged (maximum) number of used internal classes Averaged (maximum) number of used external clasess Interfaces Abstract classes Concrete classes Cycles Name Number of classes Best Fragment Size...