// md5sum of the data to written is required as input for PutObject.

	md5hex := getMD5Hash(textData)
	sha256hex := ""

	// benchmark utility which helps obtain number of allocations and bytes allocated per ops.
	b.ReportAllocs()
	// the actual benchmark for PutObject starts here. Reset the benchmark timer.
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		// insert the object.

            return
        }

        val taskPath = event.descriptor.taskPath
        if (shouldInclude(taskPath)) {
            action(taskPath, event.result)
        }
    }

    protected open fun shouldInclude(taskPath: String): Boolean = parameters.monitoredTaskPaths.get().contains(taskPath)

    abstract fun action(taskPath: String, taskResult: TaskOperationResult)

			accessKey:          credentials.AccessKey,
			secretKey:          credentials.SecretKey,
			expectedRespStatus: http.StatusBadRequest,
		},
	}

	// Iterating over the test cases, calling the function under test and asserting the response.
	for i, testCase := range testCases {
		// obtain the put bucket policy request body.

```Python hl_lines="10-12"
{!../../docs_src/response_headers/tutorial001.py!}
```

/// note | "Technische Details"

Sie können auch `from starlette.responses import Response` oder `from starlette.responses import JSONResponse` verwenden.

Das bedeutet allerdings auch, dass, wenn Sie Daten direkt vom `Request`-Objekt nehmen (z. B. dessen Body lesen), diese von FastAPI nicht validiert, konvertiert oder dokumentiert werden (mit OpenAPI, für die automatische API-Benutzeroberfläche).

Obwohl jeder andere normal deklarierte Parameter (z. B. der Body, mit einem Pydantic-Modell) dennoch validiert, konvertiert, annotiert, usw. werden würde.

            HttpURLConnection connection = null;
            try {
                logger.fine(() -> ">>> " + method + " " + url);
                final URL u = new URL(url);
                connection = open(u);
                connection.setRequestMethod(method.toString());
                if (headerList != null) {
                    for (final String[] values : headerList) {

It will then start the server with your **FastAPI** code, stop at your breakpoints, etc.

Here's how it might look:

<img src="/img/tutorial/debugging/image01.png">

---

If you use Pycharm, you can:

* Open the "Run" menu.
* Select the option "Debug...".
* Then a context menu shows up.
* Select the file to debug (in this case, `main.py`).

		// Leader node (that successfully acquires the lock inside runCallhome)
		// will keep performing the callhome. If the leader goes down for some reason,
		// the lock will be released and another node will acquire it and take over
		// because of this loop.
		for {
			if !globalCallhomeConfig.Enabled() {
				return
			}

			if !runCallhome(ctx, objAPI) {
				// callhome was disabled or context was canceled
				return
			}

```

</div>

////

//// tab | Hypercorn

<div class="termy">

```console
$ hypercorn main:app --bind 0.0.0.0:80

Running on 0.0.0.0:8080 over http (CTRL + C to quit)
```

</div>

////

/// warning | "Предупреждение"

Не забудьте удалить опцию `--reload`, если ранее пользовались ею.

			Optional:    true,
			Type:        "int",
		},
		config.HelpKV{
			Key:         DriveWorkers,
			Description: `the number of workers per drive to heal a new disk replacement` + defaultHelpPostfix(DriveWorkers),
			Optional:    true,
			Type:        "int",
		},
	}