Tip belirlerken standart Python veri tipleri yerine kendi özel tiplerini kullandı, yine de bu ileriye dönük devasa bir adımdı.

Hug ayrıca tüm API'ı JSON ile ifade eden özel bir şema oluşturan ilk framework'lerdendir.

OpenAPI veya JSON Şeması gibi bir standarda bağlı değildi. Yani Swagger UI gibi diğer araçlarla entegre etmek kolay olmazdı. Ama yine de, bu oldukça yenilikçi bir fikirdi.

---

## **Typer**, das FastAPI der CLIs

<a href="https://typer.tiangolo.com" target="_blank"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a>

Wenn Sie eine <abbr title="Command Line Interface – Kommandozeilen-Schnittstelle">CLI</abbr>-Anwendung für das Terminal erstellen, anstelle einer Web-API, schauen Sie sich <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a> an.

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104A..104F    ; valid                  ;      ; NV8    # 3.0  MYANMAR SIGN LITTLE SECTION..MYANMAR SYMBOL GENITIVE
1050..1059    ; valid                                  # 3.0  MYANMAR LETTER SHA..MYANMAR VOWEL SIGN VOCALIC LL
105A..1099    ; valid                                  # 5.1  MYANMAR LETTER MON NGA..MYANMAR SHAN DIGIT NINE

func (kv *BatchJobKV) UnmarshalYAML(val *yaml.Node) error {
	type jobKV BatchJobKV
	var tmp jobKV
	err := val.Decode(&tmp)
	if err != nil {
		return err
	}
	*kv = BatchJobKV(tmp)
	kv.line, kv.col = val.Line, val.Column
	return nil
}

// Validate returns an error if key is empty
func (kv BatchJobKV) Validate() error {
	if kv.Key == "" {
		return BatchJobYamlErr{
			line: kv.line,

        String line;
        BufferedReader br = new BufferedReader( r );

        while(( line = br.readLine() ) != null ) {
            line = line.toUpperCase().trim();
            if( line.length() == 0 ) {
                continue;
            } else if( line.charAt( 0 ) == '#' ) {
                if( line.startsWith( "#INCLUDE " )) {
                    line = line.substring( line.indexOf( '\\' ));

        String line;
        BufferedReader br = new BufferedReader(r);

        while ( ( line = br.readLine() ) != null ) {
            line = line.toUpperCase().trim();
            if ( line.length() == 0 ) {
                continue;
            }
            else if ( line.charAt(0) == '#' ) {
                if ( line.startsWith("#INCLUDE ") ) {

<!--<![endif]-->
<tbody>
<tr>
<td width="50" style="width:50px;padding:0;margin:0;line-height:1px;font-size:1px;" class="margins"></td>
<td align="center" style="padding:0;margin:0;line-height:1px;font-size:1px;">
<table width="100%" align="left" cellpadding="0" cellspacing="0" border="0" class="collapse" style="padding:0;margin:0;line-height:1px;font-size:1px;">
<tbody>

# Eine Response direkt zurückgeben

Wenn Sie eine **FastAPI** *Pfadoperation* erstellen, können Sie normalerweise beliebige Daten davon zurückgeben: ein `dict`, eine `list`e, ein Pydantic-Modell, ein Datenbankmodell, usw.

Standardmäßig konvertiert **FastAPI** diesen Rückgabewert automatisch nach JSON, mithilfe des `jsonable_encoder`, der in [JSON-kompatibler Encoder](../tutorial/encoder.md){.internal-link target=_blank} erläutert wird.

            String line;
            final RobotsTxt robotsTxt = new RobotsTxt();
            final List<Directive> currentDirectiveList = new ArrayList<>();
            boolean isGroupRecodeStarted = false;
            while ((line = reader.readLine()) != null) {
                line = stripComment(line).trim();
                if (StringUtil.isEmpty(line)) {
                    continue;
                }