--type=data
```

**Step 2: Convert to Fess Format**

Transform documents to include Fess required fields. Example transformation script:

```python
import json

with open('documents.json', 'r') as infile, \
     open('fess-documents.json', 'w') as outfile:
    for line in infile:
        doc = json.loads(line)

        # Transform to Fess format
        fess_doc = {

                }).collect(Collectors.joining("\n")));
    }

    /**
     * Converts a GSA URL pattern into a regular expression pattern suitable for Fess.
     * Handles various GSA pattern formats including regexp, contains, and URL-based patterns.
     *
     * @param s the input GSA pattern string
     * @return a regular expression pattern string, or empty string for comments/invalid patterns
     */

    Neste caso, é uma lista de dataclasses `Item`.

6. Aqui estamos retornando um dicionário que contém `items`, que é uma lista de dataclasses.

    O FastAPI ainda é capaz de <abbr title="converter os dados para um formato que pode ser transmitido">serializar</abbr> os dados para JSON.

7. Aqui o `response_model` está usando uma anotação de tipo de uma lista de dataclasses `Author`.

    En este caso, es una lista de dataclasses `Item`.

6. Aquí estamos regresando un diccionario que contiene `items`, que es una lista de dataclasses.

    FastAPI todavía es capaz de <abbr title="convertir los datos a un formato que pueda transmitirse">serializar</abbr> los datos a JSON.

7. Aquí el `response_model` está usando una anotación de tipo de una lista de dataclasses `Author`.

     * The description of the video.
     * Maximum 2048 characters.
     */
    private String description;

    /**
     * A URL pointing to the actual video media file.
     * Must be one of the supported formats.
     */
    private String contentLoc;

    /**
     * A URL pointing to a player for a specific video.
     * Usually this is the information in the src element of an <embed> tag.
     */

        File lmhostsFile = tempDir.resolve("lmhosts_invalid").toFile();
        try (FileWriter writer = new FileWriter(lmhostsFile)) {
            writer.write("192.168 HOST1\n"); // Invalid IP - missing 2 octets (should be skipped)
            writer.write("192.168.1.100 VALIDHOST\n");
            writer.write("not.an.ip HOST2\n"); // Invalid IP format

        return false;
      }
    }
    return true;
  }

  private static IllegalArgumentException formatIllegalArgumentException(
      String format, Object... args) {
    return new IllegalArgumentException(String.format(Locale.ROOT, format, args));
  }

        assertEquals("15 B", format.format(15L));
        assertEquals("999 B", format.format(999L));
        assertEquals("1.0 kB", format.format(1000L));
        assertEquals("5.5 kB", format.format(5500L));
        assertEquals("10 kB", format.format(10L * 1000L));
        assertEquals("15 kB", format.format(15L * 1000L));
        assertEquals("999 kB", format.format(999L * 1000L));
        assertEquals("1.0 MB", format.format(1000L * 1000L));

        return false;
    }

    @Override
    public void trace(String msg) {}

    @Override
    public void trace(String format, Object arg) {}

    @Override
    public void trace(String format, Object arg1, Object arg2) {}

    @Override
    public void trace(String format, Object... arguments) {}

    @Override
    public void trace(String msg, Throwable t) {}

    @Override

    }

    /**
     * String formats and renders the supplied arguments.  Uses the {@link org.jline.jansi.AnsiRenderer}
     * to generate the ANSI escape sequences.
     *
     * @param text format
     * @param args arguments
     * @return this
     * @since 2.2
     */
    public Ansi render(final String text, Object... args) {
        a(String.format(new org.jline.jansi.Ansi().render(text).toString(), args));