**Using `Annotated` is recommended** instead of the default value in function parameters, it is **better** for multiple reasons. 🤓

The **default** value of the **function parameter** is the **actual default** value, that's more intuitive with Python in general. 😌

For these cases, your **FastAPI** application has an attribute `app.dependency_overrides`, it is a simple `dict`.

To override a dependency for testing, you put as a key the original dependency (a function), and as the value, your dependency override (another function).

And then **FastAPI** will call that override instead of the original dependency.

{* ../../docs_src/dependency_testing/tutorial001_an_py310.py hl[26:27,30] *}

/// tip

iam-assets/policies.json {"consoleAdmin":{"Version":"2012-10-17","Statement":[{"Effect":"Allow","Action":["admin:*"]},{"Effect":"Allow","Action":["kms:*"]},{"Effect":"Allow","Action":["s3:*"],"Resource":["arn:aws:s3:::*"]}]},diagnostics":{"Version":"2012-10-17","Statement":[{"Effect":"Allow","Action":["admin:ConsoleLog","admin:ServerInfo","admin:TopLocksInfo","admin:OBDInfo","admin:BandwidthMonitor","admin:Prometheus","admin:Profiling","admin:ServerTrace"],"Resource":["arn:aws:s3:::*"]}]},rea...

	echo "minio executable binary not found in current directory"
	exit 1
fi

WORK_DIR="$(mktemp -d)"
MINIO_CONFIG_DIR="$WORK_DIR/.minio"
MINIO=("$PWD/minio" --config-dir "$MINIO_CONFIG_DIR" server)

function start_minio() {
	start_port=$1

	export MINIO_ROOT_USER=minio
	export MINIO_ROOT_PASSWORD=minio123
	unset MINIO_KMS_AUTO_ENCRYPTION # do not auto-encrypt objects
	unset MINIO_CI_CD
	unset CI

	args=()

	evaluator = NewEvaluator(lc)
	gotEvents = evaluator.eval(objs, now)
	wantEvents = []Event{
		{Action: DeleteAllVersionsAction},
		{Action: NoneAction},
		{Action: NoneAction},
		{Action: NoneAction},
		{Action: NoneAction},
		{Action: NoneAction},
	}
	for i := range wantEvents {
		if gotEvents[i].Action != wantEvents[i].Action {
			t.Fatalf("test-%d: got %v, want %v", i+1, gotEvents[i], wantEvents[i])
		}
	}

        String fileName = "document.pdf";
        int action = FileNotifyInformation.FILE_ACTION_MODIFIED;
        byte[] buffer = createValidNotificationBuffer(fileName, action);

        int bytesRead = notifyInfo.decode(buffer, 0, buffer.length);

        assertTrue(bytesRead > 0);
        assertEquals(0, notifyInfo.getNextEntryOffset()); // Single entry has 0 offset
        assertEquals(action, notifyInfo.getAction());

   *
   * <p>Equivalent to {@link #binarySearch(List, Object, Comparator, KeyPresentBehavior,
   * KeyAbsentBehavior)} using {@link Lists#transform(List, Function) Lists.transform(list,
   * keyFunction)}.
   */
  public static <E extends @Nullable Object, K extends @Nullable Object> int binarySearch(
      List<E> list,
      Function<? super E, K> keyFunction,
      @ParametricNullness K key,

  }

  /**
   * Returns a cache loader that uses {@code function} to load keys, without supporting either
   * reloading or bulk loading. This allows creating a cache loader using a lambda expression.
   *
   * <p>The returned object is serializable if {@code function} is serializable.
   *
   * @param function the function to be used for loading values; must never return {@code null}

 */
package org.apache.maven.cling.invoker;

import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import java.util.function.Consumer;
import java.util.function.Function;

import org.apache.maven.api.cli.Options;
import org.apache.maven.api.cli.ParserRequest;

/**
 * Options that are "layered" by precedence order.
 *
 * @param <O> The type of options.

}

#result .title {
	margin: 1.0em 0 0.5em 0;
	font-size: 120%;
	font-weight: 600;
}

section.content table {
	display: table;
	table-layout: fixed;
	width: 100%;
}

section.content table td {
	display: table-cell;
	word-wrap: break-word;
	overflow-wrap: break-word;
}

section.content table .label {
	color: #fff;
}

textarea.systemInfoData {
	height: 22em;
	line-height: 1.5em;