* Weil Pydantics Datenstrukturen einfach nur Instanzen ihrer definierten Klassen sind; Autovervollständigung, Linting, mypy und Ihre Intuition sollten alle einwandfrei mit Ihren validierten Daten funktionieren.
* Validierung von **komplexen Strukturen**:

	startTime            time.Time // Start time for window
	expMovingAvg         float64   // Previously calculated exponential moving average
}

// newRateMeasurement creates a new instance of the measurement with the initial start time.
func newRateMeasurement(initTime time.Time) *rateMeasurement {
	return &rateMeasurement{
		startTime: initTime,
	}
}

└── static
    ├── redoc.standalone.js
    ├── swagger-ui-bundle.js
    └── swagger-ui.css
```

### Sirve los archivos estáticos { #serve-the-static-files }

* Importa `StaticFiles`.
* "Monta" una instance de `StaticFiles()` en un path específico.

{* ../../docs_src/custom_docs_ui/tutorial002_py39.py hl[7,11] *}

### Prueba los archivos estáticos { #test-the-static-files }

        return artifactMap;
    }

    @Override
    public boolean equals(Object object) {
        if (this == object) {
            return true;
        }

        return object instanceof PluginDescriptor pluginDescriptor && getId().equals(pluginDescriptor.getId());
    }

    @Override
    public int hashCode() {
        return 10 + getId().hashCode();
    }

///

## Hash and verify the passwords { #hash-and-verify-the-passwords }

Import the tools we need from `pwdlib`.

Create a PasswordHash instance with recommended settings - it will be used for hashing and verifying passwords.

/// tip

Вы можете использовать весь функционал <a href="https://www.starlette.dev/" class="external-link" target="_blank">Starlette</a> и в `FastAPI`.

///

### Шаг 2: создайте экземпляр `FastAPI` { #step-2-create-a-fastapi-instance }

{* ../../docs_src/first_steps/tutorial001_py39.py hl[3] *}

Здесь переменная `app` будет экземпляром класса `FastAPI`.

Это будет основная точка взаимодействия для создания всего вашего API.

    * Parce que les structures de données de pydantic consistent seulement en une instance de classe que vous définissez; l'auto-complétion, le linting, mypy et votre intuition devrait être largement suffisante pour valider vos données.
* Valide les **structures complexes**:

For instance, given that TLS is enabled and you need to add trust for MinIO's own CA and for the CA of a Keycloak server, a Kubernetes secret can be created from the certificate files using `kubectl`:

```

versioning unchanged." fi # At this point, the bucket should exist, skip checking for existence # Set policy on the bucket echo "Setting policy of bucket '$BUCKET' to '$POLICY'." ${MC} anonymous set $POLICY myminio/$BUCKET } # Try connecting to MinIO instance {{- if .Values.tls.enabled }} scheme=https {{- else }} scheme=http {{- end }} connectToMinio $scheme {{ if .Values.buckets }} {{ $global := . }} # Create the buckets {{- range .Values.buckets }} createBucket {{ tpl .name $global }} {{ .policy | default...

versioning unchanged." fi # At this point, the bucket should exist, skip checking for existence # Set policy on the bucket echo "Setting policy of bucket '$BUCKET' to '$POLICY'." ${MC} anonymous set $POLICY myminio/$BUCKET } # Try connecting to MinIO instance {{- if .Values.tls.enabled }} scheme=https {{- else }} scheme=http {{- end }} connectToMinio $scheme {{ if .Values.buckets }} {{ $global := . }} # Create the buckets {{- range .Values.buckets }} createBucket {{ tpl .name $global }} {{ .policy | default...