Buna ek olarak Python'un **Veri Bilimi**, Makine Öğrenimi ve özellikle Derin Öğrenme için ana dil olduğu gerçeği, FastAPI'yi Veri Bilimi / Makine Öğrenimi web API'leri ve uygulamaları için çok iyi bir seçenek haline getirir.

Production'da nasıl oldugunu görmek için şu bölüme bakın [Deployment](deployment/index.md){.internal-link target=_blank}.

## `async` ve `await`

///

---

Imagine you are the computer / program 🤖 in that story.

While you are at the line, you are just idle 😴, waiting for your turn, not doing anything very "productive". But the line is fast because the cashier is only taking the orders (not preparing them), so that's fine.

import java.util.Arrays;
import java.util.Locale;
import org.jspecify.annotations.Nullable;

/**
 * Static utility methods pertaining to {@link InetAddress} instances.
 *
 * <p><b>Important note:</b> Unlike {@code InetAddress.getByName()}, the methods of this class never
 * cause DNS services to be accessed. For this reason, you should prefer these methods as much as

// characters, as defined by [unicode.IsSpace], returning a slice of subslices of s or an
// empty slice if s contains only white space. Every element of the returned slice is
// non-empty. Unlike [Split], leading and trailing runs of white space characters
// are discarded.
func Fields(s []byte) [][]byte {
	// First count the fields.
	// This is an exact count if s is ASCII, otherwise it is an approximation.

   */
  private final @Nullable Waiter gasWaiters(Waiter update) {
    return ATOMIC_HELPER.gasWaiters(this, update);
  }

  /**
   * Marks the given node as 'deleted' (null waiter) and then scans the list to unlink all deleted
   * nodes. This is an O(n) operation in the common case (and O(n^2) in the worst), but we are saved
   * by two things.
   *
   * <ul>

 * guarantee that the new value will be fully visible to the other threads. To guarantee that
 * modifications are visible, synchronize access to the table. Unlike other {@code Table}
 * implementations, synchronization is unnecessary between a thread that writes to one cell and a
 * thread that reads from another.
 *
 * <p>See the Guava User Guide article on <a href=

Sonrasında ise projenin odağı değişti.

Geliştiricinin Starlette'e odaklanması gerekince proje de artık bir API web framework'ü olmayı bıraktı.

Artık APIStar, OpenAPI özelliklerini doğrulamak için bir dizi araç sunan bir proje haline geldi.

/// info | Bilgi

APIStar, aşağıdaki projeleri de üreten Tom Christie tarafından geliştirildi:

* Django REST Framework
* **FastAPI**'ın da dayandığı Starlette

Vorteile zu nutzen (z. B. *strukturierte Nebenläufigkeit*).

Ich habe eine weitere Bibliothek auf Basis von AnyIO erstellt, als dünne Schicht obendrauf, um die Typannotationen etwas zu verbessern und bessere **Autovervollständigung**, **Inline-Fehler** usw. zu erhalten. Sie hat auch eine freundliche Einführung und ein Tutorial, um Ihnen zu helfen, **Ihren eigenen asynchronen Code zu verstehen** und zu schreiben: <a href="https://asyncer.tiangolo.com/" class="external-link" target="_blank">Asyncer</a>....

		// malformed/malicious requests.
		return false
	}

	if saPolicyClaimStr == inheritedPolicyType {
		return isOwnerDerived || combinedPolicy.IsAllowed(parentArgs)
	}

	// 3. If an inline session-policy is present, evaluate it.
	hasSessionPolicy, isAllowedSP := isAllowedBySessionPolicyForServiceAccount(args)
	if hasSessionPolicy {
		return isAllowedSP && (isOwnerDerived || combinedPolicy.IsAllowed(parentArgs))

        },
        (Multiset<E> multiset) -> copyOfSortedEntries(comparator, multiset.entrySet()));
  }

  @IgnoreJRERequirement // helper for toImmutableSortedMultiset
  /*
   * If we make these calls inline inside toImmutableSortedMultiset, we get an Animal Sniffer error,
   * despite the @IgnoreJRERequirement annotation there. My assumption is that, because javac