Let's check back those deployment concepts from before:

* Security - HTTPS
* Running on startup
* Restarts
* **Replication (the number of processes running)**
* Memory
* Previous steps before starting

Up to this point, with all the tutorials in the docs, you have probably been running a **server program**, for example, using the `fastapi` command, that runs Uvicorn, running a **single process**.

            String source, CommonsCliOptions.CLIManager cliManager, CommandLine commandLine) {
        return new CommonsCliUpgradeOptions(source, (CLIManager) cliManager, commandLine);
    }

    protected static class CLIManager extends CommonsCliOptions.CLIManager {
        public static final String MODEL_VERSION = "m";
        public static final String DIRECTORY = "d";

## you can define additional policies with custom supported actions and resources
policies: []
## writeexamplepolicy policy grants creation or deletion of buckets with name
## starting with example. In addition, grants objects write permissions on buckets starting with
## example.
# - name: writeexamplepolicy
#   statements:
#     - effect: Allow  # this is the default
#       resources:
#         - 'arn:aws:s3:::example*/*'

///

## Previous Steps Before Starting { #previous-steps-before-starting }

There are many cases where you want to perform some steps **before starting** your application.

For example, you might want to run **database migrations**.

But in most cases, you will want to perform these steps only **once**.

These examples run the server program (e.g Uvicorn), starting **a single process**, listening on all the IPs (`0.0.0.0`) on a predefined port (e.g. `80`).

This is the basic idea. But you will probably want to take care of some additional things, like:

* Security - HTTPS
* Running on startup
* Restarts
* Replication (the number of processes running)
* Memory
* Previous steps before starting

If you run **multiple processes per container** you will have to make sure that the number of processes started doesn't **consume more memory** than what is available.

## Previous Steps Before Starting and Containers { #previous-steps-before-starting-and-containers }

If you are using containers (e.g. Docker, Kubernetes), then there are two main approaches you can use.

### Multiple Containers { #multiple-containers }

Before FastAPI version `0.122.0`, when the integrated security utilities returned an error to the client after a failed authentication, they used the HTTP status code `403 Forbidden`.

## Overview

MinIO supports two storage classes, Reduced Redundancy class and Standard class. These classes can be defined using environment variables
set before starting MinIO server. After the data and parity drives for each storage class are defined using environment variables,

<div class="termy">

```console
$ <font color="#4E9A06">fastapi</font> dev <u style="text-decoration-style:solid">main.py</u>

  <span style="background-color:#009485"><font color="#D3D7CF"> FastAPI </font></span>  Starting development server 🚀

             Searching for package file structure from directories
             with <font color="#3465A4">__init__.py</font> files

Templates, while typically come with a specific setup, are designed to be flexible and customizable. This allows you to modify and adapt them to your project's requirements, making them an excellent starting point. 🏁

You can use this template to get started, as it includes a lot of the initial set up, security, database and some API endpoints already done for you.