- 🤖 Ein automatisch generierter Frontend-Client.
  - 🧪 [Playwright](https://playwright.dev) für End-to-End-Tests.
  - 🦇 „Dark-Mode“-Unterstützung.
- 🐋 [Docker Compose](https://www.docker.com) für Entwicklung und Produktion.
- 🔒 Sicheres Passwort-Hashing standardmäßig.
- 🔑 JWT (JSON Web Token)-Token-Authentifizierung.
- 📫 E-Mail-basierte Passwortwiederherstellung.

    - 🤖 Автоматически сгенерированный фронтенд‑клиент.
    - 🧪 [Playwright](https://playwright.dev) для End‑to‑End тестирования.
    - 🦇 Поддержка тёмной темы.
- 🐋 [Docker Compose](https://www.docker.com) для разработки и продакшна.
- 🔒 Безопасное хэширование паролей по умолчанию.
- 🔑 Аутентификация по JWT‑токенам.
- 📫 Восстановление пароля по электронной почте.
- ✅ Тесты с [Pytest](https://pytest.org).

# MinIO Deployment Quickstart Guide [![Slack](https://slack.min.io/slack?type=svg)](https://slack.min.io) [![Docker Pulls](https://img.shields.io/docker/pulls/minio/minio.svg?maxAge=604800)](https://hub.docker.com/r/minio/minio/)

# when using variables like `TFCI_OUTPUT_DIR` in `docker exec commands,
# requiring conditional path adjustments throughout the CI scripts.
# Note: This does not work for `docker cp` commands.
# For a little more detail, see:
# https://github.com/tensorflow/tensorflow/blob/cc3006af6fea8d2a1360b3b5e65f9d14bbdb7094/ci/devinfra/docker/windows2022/Dockerfile#L196
TFCI_OUTPUT_WIN_DOCKER_DIR='C:/drive_t'

onformance:v1.28.15](https://console.cloud.google.com/artifacts/docker/k8s-artifacts-prod/southamerica-east1/images/conformance) | [amd64](https://console.cloud.google.com/artifacts/docker/k8s-artifacts-prod/southamerica-east1/images/conformance-amd64), [arm64](https://console.cloud.google.com/artifacts/docker/k8s-artifacts-prod/southamerica-east1/images/conformance-arm64), [ppc64le](https://console.cloud.google.com/artifacts/docker/k8s-artifacts-prod/southamerica-east1/images/conformance-ppc64le),...

        shell: bash
        run: |
          running_containers=$(docker ps -q) && \
          if [[ $running_containers == "" ]]; then
            echo "No running containers";
          else
            echo "Running container(s) found" && \
            docker stop $running_containers;
          fi
          docker container prune -f
          docker image prune -af
      - name: Clean repository
        shell: bash

#   container and start fresh, run "docker rm -f tf". Removing the container
#   destroys some temporary bazel data and causes longer builds.
#
#   You will need the NVIDIA Container Toolkit for GPU testing:
#   https://github.com/NVIDIA/nvidia-container-toolkit
#
#   Note: if you interrupt a bazel command on docker (ctrl-c), you
#   will need to run `docker exec tf pkill bazel` to quit bazel.
#

* ***Reinicializações***
* Replicação (o número de processos em execução)
* **Memória**
* **Etapas anteriores antes de iniciar**

## Contêineres e Docker { #containers-and-docker }

No próximo capítulo sobre [FastAPI em contêineres - Docker](docker.md){.internal-link target=_blank}, explicarei algumas estratégias que você pode usar para lidar com os outros **conceitos de implantação**.

* **云服务** 为您处理此问题
     * 云服务可能**为您处理复制**。 它可能会让您定义 **要运行的进程**，或要使用的 **容器映像**，在任何情况下，它很可能是 **单个 Uvicorn 进程**，并且云服务将负责复制它。



/// tip

如果这些关于 **容器**、Docker 或 Kubernetes 的内容还没有多大意义，请不要担心。

 我将在以后的章节中向您详细介绍容器镜像、Docker、Kubernetes 等：[容器中的 FastAPI - Docker](docker.md){.internal-link target=_blank}。

///

## 启动之前的步骤

在很多情况下，您希望在**启动**应用程序之前执行一些步骤。

例如，您可能想要运行**数据库迁移**。

但在大多数情况下，您只想执行这些步骤**一次**。

* **Neustarts**
* Replikation (die Anzahl der laufenden Prozesse)
* **Arbeitsspeicher**
* **Schritte vor dem Start**

## Container und Docker { #containers-and-docker }

Im nächsten Kapitel über [FastAPI in Containern – Docker](docker.md){.internal-link target=_blank} werde ich einige Strategien erläutern, die Sie für den Umgang mit den anderen **Deployment-Konzepten** verwenden können.