### Nebenläufigkeit + Parallelität: Web + maschinelles Lernen { #concurrency-parallelism-web-machine-learning }

Mit **FastAPI** können Sie die Vorteile der Nebenläufigkeit nutzen, die in der Webentwicklung weit verbreitet ist (derselbe Hauptvorteil von NodeJS).

import okhttp3.WebSocketListener
import okhttp3.internal.addHeaderLenient
import okhttp3.internal.http2.ErrorCode
import okhttp3.internal.http2.Settings
import okio.Buffer

/** A scripted response to be replayed by the mock web server. */
public class MockResponse {
  /** Returns the HTTP response line, such as "HTTP/1.1 200 OK". */
  public val status: String

  public val code: Int
    get() {

    inflater.close()

    assertFailsWith<Exception> {
      inflater.inflate("f240e30300".decodeHex())
    }
  }

  /**
   * Test for an [EOFException] caused by mishandling of fragmented buffers in web socket
   * compression. https://github.com/square/okhttp/issues/5965
   */
  @Test fun `inflate golden value in buffer that has been fragmented`() {
    val inflater = MessageInflater(false)

This code is something you can actually use in your application, save the password hashes in your database, etc.

We are going to start from where we left in the previous chapter and increment it.

## About JWT { #about-jwt }

JWT means "JSON Web Tokens".

     *       <td>Relative path → resolve against output directory</td>
     *     </tr>
     *     <tr>
     *       <td>{@code Optional.of(Path.of("WEB-INF/classes"))}</td>
     *       <td>{@code /home/user/myproject/target/classes}</td>
     *       <td>{@code /home/user/myproject/target/classes/WEB-INF/classes}</td>
     *       <td>Relative path with subdirectories</td>
     *     </tr>
     *     <tr>

	case conf.AWSRole && (conf.AWSRoleWebIdentityTokenFile != "" || conf.AWSRoleARN != "" || conf.AccessKey != "" || conf.SecretKey != ""):
		return nil, errors.New("AWS Role cannot be activated with static credentials or the web identity token file")
	case conf.Bucket == "":
		return nil, errors.New("no bucket name was provided")
	}

	// Credentials initialization
	var creds *credentials.Credentials
	switch {
	case conf.AWSRole:

watari.miyagi.jp
watch
watches
watson.jp
waw.pl
wazuka.kyoto.jp
wdh.app
we.bs
weather
weatherchannel
web.app
web.bo
web.do
web.gu
web.id
web.in
web.lk
web.nf
web.ni
web.pk
web.tj
web.tr
web.val.run
web.ve
web.za
webadorsite.com
webcam
weber
webflow.io
webflowtest.io
webhop.biz
webhop.info
webhop.me

### 並行処理 + 並列処理: Web + 機械学習

**FastAPI**を使用すると、Web開発で非常に一般的な並行処理 (NodeJSの主な魅力と同じもの) を利用できます。

ただし、機械学習システムのような **CPUバウンド** ワークロードに対して、並列処理とマルチプロセッシング (複数のプロセスが並列で実行される) の利点を活用することもできます。

さらに、Pythonが**データサイエンス**、機械学習、特にディープラーニングの主要言語であるという単純な事実により、FastAPIはデータサイエンス/機械学習のWeb APIおよびアプリケーション (他の多くのアプリケーションとの) に非常によく適合しています。

 * names is a distinct URL and they are not interchangeable. For example, even if
 * `http://square.github.io/dagger` and `http://google.github.io/dagger` are served by the same IP
 * address, the two URLs identify different resources.
 *
 * ### Port
 *
 * The port used to connect to the web server. By default this is 80 for HTTP and 443 for HTTPS.

import java.util.Date;
import java.util.List;
import java.util.Map;

import org.codelibs.fess.Constants;
import org.codelibs.fess.crawler.util.CharUtil;
import org.codelibs.fess.taglib.FessFunctions;
import org.lastaflute.web.util.LaRequestUtil;

import jakarta.servlet.http.HttpServletRequest;

/**
 * Utility class for document data manipulation and type conversion.