## 🎭

🔬 🇸🇲 📇 🎦 **FastAPI** 🈸 🏃‍♂ 🔽 Uvicorn <a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">1️⃣ ⏩ 🐍 🛠️ 💪</a>, 🕴 🔛 💃 &amp; Uvicorn 👫 (⚙️ 🔘 FastAPI). (*)

🤔 🌖 🔃 ⚫️, 👀 📄 <a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">📇</a>.

## 📦 🔗

⚙️ Pydantic:

import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.ConcurrentMap;
import java.util.concurrent.ConcurrentSkipListMap;
import org.jspecify.annotations.NullUnmarked;

/**
 * Helper classes for various benchmarks.
 *
 * @author Christopher Swenson
 */
@NullUnmarked
final class BenchmarkHelpers {
  /** So far, this is the best way to test various implementations of {@link Set} subclasses. */

## 성능

독립된 TechEmpower 벤치마크에서 Uvicorn에서 작동하는 FastAPI 어플리케이션이 <a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">사용 가능한 가장 빠른 프레임워크 중 하나</a>로 Starlette와 Uvicorn(FastAPI에서 내부적으로 사용)에만 밑돌고 있습니다. (*)

자세한 내용은 <a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">벤치마크</a> 섹션을 보십시오.

## 선택가능한 의존성

rodando sob Uvicorn como <a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">um dos _frameworks_ Python mais rápidos disponíveis</a>, somente atrás de Starlette e Uvicorn (utilizados internamente pelo FastAPI). (*)

Para entender mais sobre performance, veja a seção <a href="https://fastapi.tiangolo.com/pt/benchmarks/" class="internal-link" target="_blank">Comparações</a>....

## 效能

來自獨立機構 TechEmpower 的測試結果，顯示在 Uvicorn 執行下的 **FastAPI** 是 <a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">最快的 Python 框架之一</a>， 僅次於 Starlette 和 Uvicorn 本身 (兩者是 FastAPI 的底層)。 (\*)

想了解更多訊息，可以參考 <a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">測試結果</a>。

## 可選的依賴套件

用於 Pydantic：

Daha fazla bilgi için, bu bölüme bir göz at <a href="https://fastapi.tiangolo.com/tr/benchmarks/" class="internal-link" target="_blank">Kıyaslamalar</a>.

独立した TechEmpower のベンチマークでは、Uvicorn で動作する**FastAPI**アプリケーションが、<a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">Python フレームワークの中で最も高速なものの 1 つ</a>であり、Starlette と Uvicorn（FastAPI で内部的に使用されています）にのみ下回っていると示されています。

詳細は<a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">ベンチマーク</a>セクションをご覧ください。

## オプションの依存関係

//tensorflow/core/tfrt
//tensorflow/python/kernel_tests/signal
//tensorflow/examples
//tensorflow/tools/android
//tensorflow/python/eager/benchmarks
EOF

  # grep patterns for files and targets which don't need to be in the pip
  # package, ever.
  cat > $BATS_TEST_TMPDIR/ignore_these_deps <<EOF
benchmark
_test$
_test.py$
_test_cpu$
_test_cpu.py$
_test_gpu$
_test_gpu.py$
_test_lib$

			if err == nil {
				if length := int64(len(data[test.offset:])); n != length {
					t.Errorf("Test %d: invalid number of bytes written: got: #%d want #%d", i, n, length)
				}
			}
		}
	}
}

// Benchmarks

func benchmarkErasureEncode(data, parity, dataDown, parityDown int, size int64, b *testing.B) {
	setup, err := newErasureTestSetup(b, data, parity, blockSizeV2)
	if err != nil {

 * #offer} and a call to {@link #topK}, with O(k) memory. In comparison, quickselect has the same
 * asymptotics but requires O(n) memory, and a {@code PriorityQueue} implementation takes O(n log
 * k). In benchmarks, this implementation performs at least as well as either implementation, and
 * degrades more gracefully for worst-case input.
 *
 * <p>The implementation does not necessarily use a <i>stable</i> sorting algorithm; when multiple