"selama", "selamanya", "lebih", "terlebih", "bermacam", "macam", "semacam", "maka", "makanya", "makin", "malah", "malahan", "mampu", "mampukah", "mana", "manakala", "manalagi", "masih", "masihkah", "semasih", "masing", "mau", "maupun", "semaunya", "memang", "mereka", "merekalah", "meski", "meskipun", "semula", "mungkin", "mungkinkah", "nah", "namun", "nanti", "nantinya", "nyaris", "oleh", "olehnya", "seorang", "seseorang", "pada", "padanya", "padahal", "paling", "sepanjang", "pantas", "sepantasnya",...

"selama", "selamanya", "lebih", "terlebih", "bermacam", "macam", "semacam", "maka", "makanya", "makin", "malah", "malahan", "mampu", "mampukah", "mana", "manakala", "manalagi", "masih", "masihkah", "semasih", "masing", "mau", "maupun", "semaunya", "memang", "mereka", "merekalah", "meski", "meskipun", "semula", "mungkin", "mungkinkah", "nah", "namun", "nanti", "nantinya", "nyaris", "oleh", "olehnya", "seorang", "seseorang", "pada", "padanya", "padahal", "paling", "sepanjang", "pantas", "sepantasnya",...

# Deployment { #deployment }

Deploying a **FastAPI** application is relatively easy.

## What Does Deployment Mean { #what-does-deployment-mean }

To **deploy** an application means to perform the necessary steps to make it **available to the users**.

    public static final String INCLUDES_DEPENDENCIES = "includesDependencies";

    /**
     * A boolean flag indicating whether the artifact is meant to be used for the compile/runtime/test build path of a
     * consumer project.
     * <p>
     * Note: This property is about "build path", whatever it means in the scope of the consumer project. It is NOT

* **`200 - 299`** are for "Successful" responses. These are the ones you would use the most.
    * `200` is the default status code, which means everything was "OK".
    * Another example would be `201`, "Created". It is commonly used after creating a new record in the database.

# Lifespan Events { #lifespan-events }

You can define logic (code) that should be executed before the application **starts up**. This means that this code will be executed **once**, **before** the application **starts receiving requests**.

The same way, you can define logic (code) that should be executed when the application is **shutting down**. In this case, this code will be executed **once**, **after** having handled possibly **many requests**.

     * nothing somehow goes wrong as the JDK restricts access to Unsafe.
     */
    checkHelperVersion(NO_UNSAFE, "AtomicReferenceFieldUpdaterAtomicHelper");
    /*
     * SynchronizedHelper is meant for Android, but our best way to test it is under the JVM.
     *
     * SynchronizedHelper also ends up getting used under the JVM during
     * AggregateFutureStateFallbackAtomicHelperTest, as discussed in a comment in

{* ../../docs_src/body_nested_models/tutorial009_py310.py hl[7] *}

/// tip

Keep in mind that JSON only supports `str` as keys.

But Pydantic has automatic data conversion.

This means that, even though your API clients can only send strings as keys, as long as those strings contain pure integers, Pydantic will convert them and validate them.

### How the importing works { #how-the-importing-works }

The section:

```Python
from .routers import items, users
```

means:

* Starting in the same package that this module (the file `app/main.py`) lives in (the directory `app/`)...
* look for the subpackage `routers` (the directory at `app/routers/`)...

        accumulatorByAddAllStats.addAll(Stats.of(value));
      }
      double mean = accumulator.mean();
      double meanByAddAllStats = accumulatorByAddAllStats.mean();
      if (values.hasAnyNaN()) {
        assertWithMessage("mean of %s", values).that(mean).isNaN();
        assertWithMessage("mean by addAll(Stats) of %s", values).that(meanByAddAllStats).isNaN();