— количество процессов { #replication-number-of-processes }

Если у вас есть <abbr title="Группа машин, настроенных так, чтобы быть соединенными и работать вместе определенным образом.">кластер</abbr> машин с **Kubernetes**, Docker Swarm Mode, Nomad или другой похожей системой для управления распределёнными контейнерами на нескольких машинах, скорее всего вы будете **управлять репликацией** на **уровне кластера**, а не использовать **менеджер процессов** (например, Uvicorn с воркерами)...

<img src="/img/python-types/image02.png">

С этим вы можете прокручивать варианты, пока не найдёте тот самый:

<img src="/img/python-types/image03.png">

## Больше мотивации { #more-motivation }

Посмотрите на эту функцию — у неё уже есть подсказки типов:

{* ../../docs_src/python_types/tutorial003_py39.py hl[1] *}

// This program is distributed in the hope that it will be useful
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU Affero General Public License for more details.
//
// You should have received a copy of the GNU Affero General Public License
// along with this program.  If not, see <http://www.gnu.org/licenses/>.

package openid

import (
	"crypto/sha1"

// This program is distributed in the hope that it will be useful
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU Affero General Public License for more details.
//
// You should have received a copy of the GNU Affero General Public License
// along with this program.  If not, see <http://www.gnu.org/licenses/>.

package cmd

import (
	"bytes"

// This program is distributed in the hope that it will be useful
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU Affero General Public License for more details.
//
// You should have received a copy of the GNU Affero General Public License
// along with this program.  If not, see <http://www.gnu.org/licenses/>.

package cmd

import (
	"bytes"
	"crypto/rand"

// This program is distributed in the hope that it will be useful
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU Affero General Public License for more details.
//
// You should have received a copy of the GNU Affero General Public License
// along with this program.  If not, see <http://www.gnu.org/licenses/>.

package cmd

import (
	"context"
	"encoding/hex"

// This program is distributed in the hope that it will be useful
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU Affero General Public License for more details.
//
// You should have received a copy of the GNU Affero General Public License
// along with this program.  If not, see <http://www.gnu.org/licenses/>.

package cmd

import (
	"encoding/json"
	"fmt"

| Params        | Value                                          |
| :--           | :--                                            |

// This program is distributed in the hope that it will be useful
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU Affero General Public License for more details.
//
// You should have received a copy of the GNU Affero General Public License
// along with this program.  If not, see <http://www.gnu.org/licenses/>.

package jwt

<img src="/img/python-types/image02.png">

Com isso, você pode rolar, vendo as opções, até encontrar o que "soa familiar":

<img src="/img/python-types/image03.png">

## Mais motivação { #more-motivation }

Verifique esta função, ela já possui type hints:

{* ../../docs_src/python_types/tutorial003_py39.py hl[1] *}