En esta sección verás cómo manejar autenticación y autorización con el mismo OAuth2 con scopes en tu aplicación de **FastAPI**.

/// warning | Advertencia

Esta es una sección más o menos avanzada. Si estás comenzando, puedes saltarla.

No necesariamente necesitas scopes de OAuth2, y puedes manejar autenticación y autorización como quieras.

   * live view is <i>not</i> needed, it may be faster to copy {@code Iterables.filter(unfiltered,
   * predicate)} and use the copy.
   *
   * <p><b>Warning:</b> {@code predicate} must be <i>consistent with equals</i>, as documented at
   * {@link Predicate#apply}. Do not provide a predicate such as {@code

            releaseWagon(protocol, wagon);
        }
    }

    private void cleanupTemporaryFiles(List<File> files) {
        for (File file : files) {
            // really don't care if it failed here only log warning
            if (!file.delete()) {
                logger.warn("skip failed to delete temporary file : " + file.getAbsolutePath());
                file.deleteOnExit();
            }
        }
    }

            context.indent();

            try {
                if (!ModelVersionUtils.isEligibleForInference(currentVersion)) {
                    context.warning(
                            "Model version " + currentVersion + " not eligible for inference (requires >= 4.0.0)");
                    continue;
                }

                boolean hasInferences = false;

Right as we wanted it. ✔️

This is because FastAPI uses this `root_path` to create the default `server` in OpenAPI with the URL provided by `root_path`.

## Additional servers { #additional-servers }

/// warning

This is a more advanced use case. Feel free to skip it.

///

By default, **FastAPI** will create a `server` in the OpenAPI schema with the URL for the `root_path`.

`FastAPI` アプリの `lifespan` パラメータは「非同期コンテキストマネージャ」を受け取るので、新しく作った `lifespan` 非同期コンテキストマネージャを渡せます。

{* ../../docs_src/events/tutorial003_py310.py hl[22] *}

## 代替のイベント（非推奨） { #alternative-events-deprecated }

/// warning | 注意

推奨される方法は、上で説明したとおり `FastAPI` アプリの `lifespan` パラメータを使って「起動」と「シャットダウン」を扱うことです。`lifespan` パラメータを指定すると、`startup` と `shutdown` のイベントハンドラは呼び出されなくなります。`lifespan` かイベントか、どちらか一方であり、両方同時ではありません。

この節は読み飛ばしてもかまいません。

///

     * to call getCopy and removeAllNodes only with a true K, then we could check containsKey first.
     * But that check wouldn't eliminate the warnings.)
     */
    @SuppressWarnings({"unchecked", "nullness"})
    K castKey = (K) key;
    List<V> oldValues = getCopy(castKey);
    removeAllNodes(castKey);
    return oldValues;
  }

  @Override

  as deprecated and print a warning if it is used directly; it will be removed in
  a future release. Add a replacement sub-phase ''enable-client-cert-rotation''.' ([#124419](https://github.com/kubernetes/kubernetes/pull/124419), [@neolit123](https://github.com/neolit123)) [SIG Cluster Lifecycle]

 * {@code SetMultimap} instead, two presidents would have vanished, and last names might or might
 * not appear in chronological order.
 *
 * <p><b>Warning:</b> instances of type {@code Multimap} may not implement {@link Object#equals} in
 * the way you expect. Multimaps containing the same key-value pairs, even in the same order, may or

/**
 * Wraps an <code>HttpURLConnection</code> to provide NTLM authentication
 * services.
 *
 * Please read <a href="../../../httpclient.html">Using jCIFS NTLM Authentication for HTTP Connections</a>.
 *
 * Warning: Do not use this if there is a chance that you might have multiple connections (even plain
 * HttpURLConnections, for the complete JRE) to the same host with different or mixed anonymous/authenticated