

Weitere AWS SDK-Beispiele sind im GitHub Repo [AWS Doc SDK Examples](https://github.com/awsdocs/aws-doc-sdk-examples) verfügbar.

Die vorliegende Übersetzung wurde maschinell erstellt. Im Falle eines Konflikts oder eines Widerspruchs zwischen dieser übersetzten Fassung und der englischen Fassung (einschließlich infolge von Verzögerungen bei der Übersetzung) ist die englische Fassung maßgeblich.

# Codebeispiele für CloudWatch Logs mit AWS SDKs
<a name="cloudwatch-logs_code_examples"></a>

Die folgenden Codebeispiele zeigen Ihnen, wie Sie Amazon CloudWatch Logs mit einem AWS Software Development Kit (SDK) verwenden.

*Aktionen* sind Codeauszüge aus größeren Programmen und müssen im Kontext ausgeführt werden. Während Aktionen Ihnen zeigen, wie Sie einzelne Service-Funktionen aufrufen, können Sie Aktionen im Kontext der zugehörigen Szenarien anzeigen.

*Szenarien* sind Codebeispiele, die Ihnen zeigen, wie Sie bestimmte Aufgaben ausführen, indem Sie mehrere Funktionen innerhalb eines Service aufrufen oder mit anderen AWS-Services kombinieren.

**Weitere -Quellen**
+  **[ CloudWatch Logs-Benutzerhandbuch](https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/WhatIsCloudWatchLogs.html)** — Weitere Informationen zu CloudWatch Logs.
+ **[CloudWatch Logs-API-Referenz](https://docs.aws.amazon.com/AmazonCloudWatchLogs/latest/APIReference/Welcome.html)** — Details zu allen verfügbaren CloudWatch Logs-Aktionen.
+ **[AWS Developer Center](https://aws.amazon.com/developer/code-examples/?awsf.sdk-code-examples-product=product%23cloudwatch)** — Codebeispiele, die Sie nach Kategorie oder Volltextsuche filtern können.
+ **[AWS SDK-Beispiele](https://github.com/awsdocs/aws-doc-sdk-examples)** — GitHub Repo mit vollständigem Code in bevorzugten Sprachen. Enthält Anleitungen zum Einrichten und Ausführen des Codes.

**Contents**
+ [Grundlagen](cloudwatch-logs_code_examples_basics.md)
  + [Aktionen](cloudwatch-logs_code_examples_actions.md)
    + [`AssociateKmsKey`](cloudwatch-logs_example_cloudwatch-logs_AssociateKmsKey_section.md)
    + [`CancelExportTask`](cloudwatch-logs_example_cloudwatch-logs_CancelExportTask_section.md)
    + [`CreateExportTask`](cloudwatch-logs_example_cloudwatch-logs_CreateExportTask_section.md)
    + [`CreateLogGroup`](cloudwatch-logs_example_cloudwatch-logs_CreateLogGroup_section.md)
    + [`CreateLogStream`](cloudwatch-logs_example_cloudwatch-logs_CreateLogStream_section.md)
    + [`DeleteLogGroup`](cloudwatch-logs_example_cloudwatch-logs_DeleteLogGroup_section.md)
    + [`DeleteSubscriptionFilter`](cloudwatch-logs_example_cloudwatch-logs_DeleteSubscriptionFilter_section.md)
    + [`DescribeExportTasks`](cloudwatch-logs_example_cloudwatch-logs_DescribeExportTasks_section.md)
    + [`DescribeLogGroups`](cloudwatch-logs_example_cloudwatch-logs_DescribeLogGroups_section.md)
    + [`DescribeLogStreams`](cloudwatch-logs_example_cloudwatch-logs_DescribeLogStreams_section.md)
    + [`DescribeSubscriptionFilters`](cloudwatch-logs_example_cloudwatch-logs_DescribeSubscriptionFilters_section.md)
    + [`GetLogEvents`](cloudwatch-logs_example_cloudwatch-logs_GetLogEvents_section.md)
    + [`GetQueryResults`](cloudwatch-logs_example_cloudwatch-logs_GetQueryResults_section.md)
    + [`PutSubscriptionFilter`](cloudwatch-logs_example_cloudwatch-logs_PutSubscriptionFilter_section.md)
    + [`StartLiveTail`](cloudwatch-logs_example_cloudwatch-logs_StartLiveTail_section.md)
    + [`StartQuery`](cloudwatch-logs_example_cloudwatch-logs_StartQuery_section.md)
+ [Szenarien](cloudwatch-logs_code_examples_scenarios.md)
  + [Ausführen einer umfangreichen Abfrage](cloudwatch-logs_example_cloudwatch-logs_Scenario_BigQuery_section.md)
  + [Verwendung geplanter Ereignisse zum Aufrufen einer Lambda-Funktion](cloudwatch-logs_example_cross_LambdaScheduledEvents_section.md)

# Grundlegende Beispiele für CloudWatch Logs mit AWS SDKs
<a name="cloudwatch-logs_code_examples_basics"></a>

Die folgenden Codebeispiele zeigen, wie Sie die Grundlagen von Amazon CloudWatch Logs mit verwenden können AWS SDKs. 

**Contents**
+ [Aktionen](cloudwatch-logs_code_examples_actions.md)
  + [`AssociateKmsKey`](cloudwatch-logs_example_cloudwatch-logs_AssociateKmsKey_section.md)
  + [`CancelExportTask`](cloudwatch-logs_example_cloudwatch-logs_CancelExportTask_section.md)
  + [`CreateExportTask`](cloudwatch-logs_example_cloudwatch-logs_CreateExportTask_section.md)
  + [`CreateLogGroup`](cloudwatch-logs_example_cloudwatch-logs_CreateLogGroup_section.md)
  + [`CreateLogStream`](cloudwatch-logs_example_cloudwatch-logs_CreateLogStream_section.md)
  + [`DeleteLogGroup`](cloudwatch-logs_example_cloudwatch-logs_DeleteLogGroup_section.md)
  + [`DeleteSubscriptionFilter`](cloudwatch-logs_example_cloudwatch-logs_DeleteSubscriptionFilter_section.md)
  + [`DescribeExportTasks`](cloudwatch-logs_example_cloudwatch-logs_DescribeExportTasks_section.md)
  + [`DescribeLogGroups`](cloudwatch-logs_example_cloudwatch-logs_DescribeLogGroups_section.md)
  + [`DescribeLogStreams`](cloudwatch-logs_example_cloudwatch-logs_DescribeLogStreams_section.md)
  + [`DescribeSubscriptionFilters`](cloudwatch-logs_example_cloudwatch-logs_DescribeSubscriptionFilters_section.md)
  + [`GetLogEvents`](cloudwatch-logs_example_cloudwatch-logs_GetLogEvents_section.md)
  + [`GetQueryResults`](cloudwatch-logs_example_cloudwatch-logs_GetQueryResults_section.md)
  + [`PutSubscriptionFilter`](cloudwatch-logs_example_cloudwatch-logs_PutSubscriptionFilter_section.md)
  + [`StartLiveTail`](cloudwatch-logs_example_cloudwatch-logs_StartLiveTail_section.md)
  + [`StartQuery`](cloudwatch-logs_example_cloudwatch-logs_StartQuery_section.md)

# Aktionen für CloudWatch Logs mit AWS SDKs
<a name="cloudwatch-logs_code_examples_actions"></a>

Die folgenden Codebeispiele zeigen, wie Sie einzelne CloudWatch Logs-Aktionen mit ausführen können AWS SDKs. Jedes Beispiel enthält einen Link zu GitHub, wo Sie Anweisungen zum Einrichten und Ausführen des Codes finden. 

Diese Auszüge rufen die CloudWatch Logs-API auf und sind Codeauszüge aus größeren Programmen, die im Kontext ausgeführt werden müssen. Sie können Aktionen im Kontext unter [Szenarien für CloudWatch Protokolle mit AWS SDKs](cloudwatch-logs_code_examples_scenarios.md) anzeigen. 

 Die folgenden Beispiele enthalten nur die am häufigsten verwendeten Aktionen. Eine vollständige Liste finden Sie in der [Amazon CloudWatch Logs API-Referenz](https://docs.aws.amazon.com/AmazonCloudWatchLogs/latest/APIReference/Welcome.html). 

**Topics**
+ [`AssociateKmsKey`](cloudwatch-logs_example_cloudwatch-logs_AssociateKmsKey_section.md)
+ [`CancelExportTask`](cloudwatch-logs_example_cloudwatch-logs_CancelExportTask_section.md)
+ [`CreateExportTask`](cloudwatch-logs_example_cloudwatch-logs_CreateExportTask_section.md)
+ [`CreateLogGroup`](cloudwatch-logs_example_cloudwatch-logs_CreateLogGroup_section.md)
+ [`CreateLogStream`](cloudwatch-logs_example_cloudwatch-logs_CreateLogStream_section.md)
+ [`DeleteLogGroup`](cloudwatch-logs_example_cloudwatch-logs_DeleteLogGroup_section.md)
+ [`DeleteSubscriptionFilter`](cloudwatch-logs_example_cloudwatch-logs_DeleteSubscriptionFilter_section.md)
+ [`DescribeExportTasks`](cloudwatch-logs_example_cloudwatch-logs_DescribeExportTasks_section.md)
+ [`DescribeLogGroups`](cloudwatch-logs_example_cloudwatch-logs_DescribeLogGroups_section.md)
+ [`DescribeLogStreams`](cloudwatch-logs_example_cloudwatch-logs_DescribeLogStreams_section.md)
+ [`DescribeSubscriptionFilters`](cloudwatch-logs_example_cloudwatch-logs_DescribeSubscriptionFilters_section.md)
+ [`GetLogEvents`](cloudwatch-logs_example_cloudwatch-logs_GetLogEvents_section.md)
+ [`GetQueryResults`](cloudwatch-logs_example_cloudwatch-logs_GetQueryResults_section.md)
+ [`PutSubscriptionFilter`](cloudwatch-logs_example_cloudwatch-logs_PutSubscriptionFilter_section.md)
+ [`StartLiveTail`](cloudwatch-logs_example_cloudwatch-logs_StartLiveTail_section.md)
+ [`StartQuery`](cloudwatch-logs_example_cloudwatch-logs_StartQuery_section.md)

# `AssociateKmsKey`Mit einem AWS SDK verwenden
<a name="cloudwatch-logs_example_cloudwatch-logs_AssociateKmsKey_section"></a>

Das folgende Codebeispiel zeigt, wie es verwendet wird`AssociateKmsKey`.

------
#### [ .NET ]

**SDK für .NET**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/dotnetv3/CloudWatchLogs#code-examples) einrichten und ausführen. 

```
    using System;
    using System.Threading.Tasks;
    using Amazon.CloudWatchLogs;
    using Amazon.CloudWatchLogs.Model;

    /// <summary>
    /// Shows how to associate an AWS Key Management Service (AWS KMS) key with
    /// an Amazon CloudWatch Logs log group.
    /// </summary>
    public class AssociateKmsKey
    {
        public static async Task Main()
        {
            // This client object will be associated with the same AWS Region
            // as the default user on this system. If you need to use a
            // different AWS Region, pass it as a parameter to the client
            // constructor.
            var client = new AmazonCloudWatchLogsClient();

            string kmsKeyId = "arn:aws:kms:us-west-2:<account-number>:key/7c9eccc2-38cb-4c4f-9db3-766ee8dd3ad4";
            string groupName = "cloudwatchlogs-example-loggroup";

            var request = new AssociateKmsKeyRequest
            {
                KmsKeyId = kmsKeyId,
                LogGroupName = groupName,
            };

            var response = await client.AssociateKmsKeyAsync(request);

            if (response.HttpStatusCode == System.Net.HttpStatusCode.OK)
            {
                Console.WriteLine($"Successfully associated KMS key ID: {kmsKeyId} with log group: {groupName}.");
            }
            else
            {
                Console.WriteLine("Could not make the association between: {kmsKeyId} and {groupName}.");
            }
        }
    }
```
+  Einzelheiten zur API finden Sie [AssociateKmsKey](https://docs.aws.amazon.com/goto/DotNetSDKV3/logs-2014-03-28/AssociateKmsKey)in der *AWS SDK für .NET API-Referenz*. 

------

# `CancelExportTask`Mit einem AWS SDK verwenden
<a name="cloudwatch-logs_example_cloudwatch-logs_CancelExportTask_section"></a>

Das folgende Codebeispiel zeigt, wie es verwendet wird`CancelExportTask`.

------
#### [ .NET ]

**SDK für .NET**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/dotnetv3/CloudWatchLogs#code-examples) einrichten und ausführen. 

```
    using System;
    using System.Threading.Tasks;
    using Amazon.CloudWatchLogs;
    using Amazon.CloudWatchLogs.Model;

    /// <summary>
    /// Shows how to cancel an Amazon CloudWatch Logs export task.
    /// </summary>
    public class CancelExportTask
    {
        public static async Task Main()
        {
            // This client object will be associated with the same AWS Region
            // as the default user on this system. If you need to use a
            // different AWS Region, pass it as a parameter to the client
            // constructor.
            var client = new AmazonCloudWatchLogsClient();
            string taskId = "exampleTaskId";

            var request = new CancelExportTaskRequest
            {
                TaskId = taskId,
            };

            var response = await client.CancelExportTaskAsync(request);

            if (response.HttpStatusCode == System.Net.HttpStatusCode.OK)
            {
                Console.WriteLine($"{taskId} successfully canceled.");
            }
            else
            {
                Console.WriteLine($"{taskId} could not be canceled.");
            }
        }
    }
```
+  Einzelheiten zur API finden Sie [CancelExportTask](https://docs.aws.amazon.com/goto/DotNetSDKV3/logs-2014-03-28/CancelExportTask)in der *AWS SDK für .NET API-Referenz*. 

------

# `CreateExportTask`Mit einem AWS SDK verwenden
<a name="cloudwatch-logs_example_cloudwatch-logs_CreateExportTask_section"></a>

Das folgende Codebeispiel zeigt, wie es verwendet wird`CreateExportTask`.

------
#### [ .NET ]

**SDK für .NET**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/dotnetv3/CloudWatchLogs#code-examples) einrichten und ausführen. 

```
    using System;
    using System.Threading.Tasks;
    using Amazon.CloudWatchLogs;
    using Amazon.CloudWatchLogs.Model;

    /// <summary>
    /// Shows how to create an Export Task to export the contents of the Amazon
    /// CloudWatch Logs to the specified Amazon Simple Storage Service (Amazon S3)
    /// bucket.
    /// </summary>
    public class CreateExportTask
    {
        public static async Task Main()
        {
            // This client object will be associated with the same AWS Region
            // as the default user on this system. If you need to use a
            // different AWS Region, pass it as a parameter to the client
            // constructor.
            var client = new AmazonCloudWatchLogsClient();
            string taskName = "export-task-example";
            string logGroupName = "cloudwatchlogs-example-loggroup";
            string destination = "amzn-s3-demo-bucket";
            var fromTime = 1437584472382;
            var toTime = 1437584472833;

            var request = new CreateExportTaskRequest
            {
                From = fromTime,
                To = toTime,
                TaskName = taskName,
                LogGroupName = logGroupName,
                Destination = destination,
            };

            var response = await client.CreateExportTaskAsync(request);

            if (response.HttpStatusCode == System.Net.HttpStatusCode.OK)
            {
                Console.WriteLine($"The task, {taskName} with ID: " +
                                  $"{response.TaskId} has been created successfully.");
            }
        }
    }
```
+  Einzelheiten zur API finden Sie [CreateExportTask](https://docs.aws.amazon.com/goto/DotNetSDKV3/logs-2014-03-28/CreateExportTask)in der *AWS SDK für .NET API-Referenz*. 

------

# Verwendung `CreateLogGroup` mit einem AWS SDK oder CLI
<a name="cloudwatch-logs_example_cloudwatch-logs_CreateLogGroup_section"></a>

Die folgenden Code-Beispiele zeigen, wie `CreateLogGroup` verwendet wird.

------
#### [ .NET ]

**SDK für .NET**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/dotnetv3/CloudWatchLogs#code-examples) einrichten und ausführen. 

```
    using System;
    using System.Threading.Tasks;
    using Amazon.CloudWatchLogs;
    using Amazon.CloudWatchLogs.Model;

    /// <summary>
    /// Shows how to create an Amazon CloudWatch Logs log group.
    /// </summary>
    public class CreateLogGroup
    {
        public static async Task Main()
        {
            // This client object will be associated with the same AWS Region
            // as the default user on this system. If you need to use a
            // different AWS Region, pass it as a parameter to the client
            // constructor.
            var client = new AmazonCloudWatchLogsClient();

            string logGroupName = "cloudwatchlogs-example-loggroup";

            var request = new CreateLogGroupRequest
            {
                LogGroupName = logGroupName,
            };

            var response = await client.CreateLogGroupAsync(request);

            if (response.HttpStatusCode == System.Net.HttpStatusCode.OK)
            {
                Console.WriteLine($"Successfully create log group with ID: {logGroupName}.");
            }
            else
            {
                Console.WriteLine("Could not create log group.");
            }
        }
    }
```
+  Einzelheiten zur API finden Sie [CreateLogGroup](https://docs.aws.amazon.com/goto/DotNetSDKV3/logs-2014-03-28/CreateLogGroup)in der *AWS SDK für .NET API-Referenz*. 

------
#### [ CLI ]

**AWS CLI**  
Der folgende Befehl erstellt eine Protokollgruppe mit dem Namen `my-logs`.  

```
aws logs create-log-group --log-group-name my-logs
```
+  Einzelheiten zur API finden Sie [CreateLogGroup](https://awscli.amazonaws.com/v2/documentation/api/latest/reference/logs/create-log-group.html)in der *AWS CLI Befehlsreferenz*. 

------
#### [ JavaScript ]

**SDK für JavaScript (v3)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascriptv3/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
import { CreateLogGroupCommand } from "@aws-sdk/client-cloudwatch-logs";
import { client } from "../libs/client.js";

const run = async () => {
  const command = new CreateLogGroupCommand({
    // The name of the log group.
    logGroupName: process.env.CLOUDWATCH_LOGS_LOG_GROUP,
  });

  try {
    return await client.send(command);
  } catch (err) {
    console.error(err);
  }
};

export default run();
```
+  Einzelheiten zur API finden Sie [CreateLogGroup](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/cloudwatch-logs/command/CreateLogGroupCommand)in der *AWS SDK für JavaScript API-Referenz*. 

------

# Verwendung `CreateLogStream` mit einem AWS SDK oder CLI
<a name="cloudwatch-logs_example_cloudwatch-logs_CreateLogStream_section"></a>

Die folgenden Code-Beispiele zeigen, wie `CreateLogStream` verwendet wird.

------
#### [ .NET ]

**SDK für .NET**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/dotnetv3/CloudWatchLogs#code-examples) einrichten und ausführen. 

```
    using System;
    using System.Threading.Tasks;
    using Amazon.CloudWatchLogs;
    using Amazon.CloudWatchLogs.Model;

    /// <summary>
    /// Shows how to create an Amazon CloudWatch Logs stream for a CloudWatch
    /// log group.
    /// </summary>
    public class CreateLogStream
    {
        public static async Task Main()
        {
            // This client object will be associated with the same AWS Region
            // as the default user on this system. If you need to use a
            // different AWS Region, pass it as a parameter to the client
            // constructor.
            var client = new AmazonCloudWatchLogsClient();
            string logGroupName = "cloudwatchlogs-example-loggroup";
            string logStreamName = "cloudwatchlogs-example-logstream";

            var request = new CreateLogStreamRequest
            {
                LogGroupName = logGroupName,
                LogStreamName = logStreamName,
            };

            var response = await client.CreateLogStreamAsync(request);

            if (response.HttpStatusCode == System.Net.HttpStatusCode.OK)
            {
                Console.WriteLine($"{logStreamName} successfully created for {logGroupName}.");
            }
            else
            {
                Console.WriteLine("Could not create stream.");
            }
        }
    }
```
+  Einzelheiten zur API finden Sie [CreateLogStream](https://docs.aws.amazon.com/goto/DotNetSDKV3/logs-2014-03-28/CreateLogStream)in der *AWS SDK für .NET API-Referenz*. 

------
#### [ CLI ]

**AWS CLI**  
Im folgenden Beispiel wird ein Protokollstream mit dem Namen `20150601` in der Protokollgruppe `my-logs` erstellt.  

```
aws logs create-log-stream --log-group-name my-logs --log-stream-name 20150601
```
+  Einzelheiten zur API finden Sie [CreateLogStream](https://awscli.amazonaws.com/v2/documentation/api/latest/reference/logs/create-log-stream.html)in der *AWS CLI Befehlsreferenz*. 

------

# Verwendung `DeleteLogGroup` mit einem AWS SDK oder CLI
<a name="cloudwatch-logs_example_cloudwatch-logs_DeleteLogGroup_section"></a>

Die folgenden Code-Beispiele zeigen, wie `DeleteLogGroup` verwendet wird.

------
#### [ .NET ]

**SDK für .NET**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/dotnetv3/CloudWatchLogs#code-examples) einrichten und ausführen. 

```
    using System;
    using System.Threading.Tasks;
    using Amazon.CloudWatchLogs;
    using Amazon.CloudWatchLogs.Model;

    /// <summary>
    /// Uses the Amazon CloudWatch Logs Service to delete an existing
    /// CloudWatch Logs log group.
    /// </summary>
    public class DeleteLogGroup
    {
        public static async Task Main()
        {
            var client = new AmazonCloudWatchLogsClient();
            string logGroupName = "cloudwatchlogs-example-loggroup";

            var request = new DeleteLogGroupRequest
            {
                LogGroupName = logGroupName,
            };

            var response = await client.DeleteLogGroupAsync(request);

            if (response.HttpStatusCode == System.Net.HttpStatusCode.OK)
            {
                Console.WriteLine($"Successfully deleted CloudWatch log group, {logGroupName}.");
            }
        }
    }
```
+  Einzelheiten zur API finden Sie [DeleteLogGroup](https://docs.aws.amazon.com/goto/DotNetSDKV3/logs-2014-03-28/DeleteLogGroup)in der *AWS SDK für .NET API-Referenz*. 

------
#### [ CLI ]

**AWS CLI**  
Mit dem folgenden Befehl wird eine Protokollgruppe mit dem Namen `my-logs` gelöscht:  

```
aws logs delete-log-group --log-group-name my-logs
```
+  Einzelheiten zur API finden Sie [DeleteLogGroup](https://awscli.amazonaws.com/v2/documentation/api/latest/reference/logs/delete-log-group.html)in der *AWS CLI Befehlsreferenz*. 

------
#### [ JavaScript ]

**SDK für JavaScript (v3)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascriptv3/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
import { DeleteLogGroupCommand } from "@aws-sdk/client-cloudwatch-logs";
import { client } from "../libs/client.js";

const run = async () => {
  const command = new DeleteLogGroupCommand({
    // The name of the log group.
    logGroupName: process.env.CLOUDWATCH_LOGS_LOG_GROUP,
  });

  try {
    return await client.send(command);
  } catch (err) {
    console.error(err);
  }
};

export default run();
```
+  Einzelheiten zur API finden Sie [DeleteLogGroup](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/cloudwatch-logs/command/DeleteLogGroupCommand)in der *AWS SDK für JavaScript API-Referenz*. 

------

# `DeleteSubscriptionFilter`Mit einem AWS SDK verwenden
<a name="cloudwatch-logs_example_cloudwatch-logs_DeleteSubscriptionFilter_section"></a>

Die folgenden Code-Beispiele zeigen, wie `DeleteSubscriptionFilter` verwendet wird.

------
#### [ C\$1\$1 ]

**SDK für C\$1\$1**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/cpp/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 
Binden Sie die erforderlichen Dateien ein.  

```
#include <aws/core/Aws.h>
#include <aws/core/utils/Outcome.h>
#include <aws/logs/CloudWatchLogsClient.h>
#include <aws/logs/model/DeleteSubscriptionFilterRequest.h>
#include <iostream>
```
Löschen Sie den Abonnementfilter.  

```
        Aws::CloudWatchLogs::CloudWatchLogsClient cwl;
        Aws::CloudWatchLogs::Model::DeleteSubscriptionFilterRequest request;
        request.SetFilterName(filter_name);
        request.SetLogGroupName(log_group);

        auto outcome = cwl.DeleteSubscriptionFilter(request);
        if (!outcome.IsSuccess()) {
            std::cout << "Failed to delete CloudWatch log subscription filter "
                << filter_name << ": " << outcome.GetError().GetMessage() <<
                std::endl;
        } else {
            std::cout << "Successfully deleted CloudWatch logs subscription " <<
                "filter " << filter_name << std::endl;
        }
```
+  Einzelheiten zur API finden Sie [DeleteSubscriptionFilter](https://docs.aws.amazon.com/goto/SdkForCpp/logs-2014-03-28/DeleteSubscriptionFilter)in der *AWS SDK für C\$1\$1 API-Referenz*. 

------
#### [ Java ]

**SDK für Java 2.x**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javav2/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
import software.amazon.awssdk.services.cloudwatch.model.CloudWatchException;
import software.amazon.awssdk.services.cloudwatchlogs.CloudWatchLogsClient;
import software.amazon.awssdk.services.cloudwatchlogs.model.DeleteSubscriptionFilterRequest;

/**
 * Before running this Java V2 code example, set up your development
 * environment, including your credentials.
 *
 * For more information, see the following documentation topic:
 *
 * https://docs.aws.amazon.com/sdk-for-java/latest/developer-guide/get-started.html
 */
public class DeleteSubscriptionFilter {
    public static void main(String[] args) {
        final String usage = """

                Usage:
                  <filter> <logGroup>

                Where:
                  filter - The name of the subscription filter (for example, MyFilter).
                  logGroup - The name of the log group. (for example, testgroup).
                """;

        if (args.length != 2) {
            System.out.println(usage);
            System.exit(1);
        }

        String filter = args[0];
        String logGroup = args[1];
        CloudWatchLogsClient logs = CloudWatchLogsClient.builder()
                .build();

        deleteSubFilter(logs, filter, logGroup);
        logs.close();
    }

    public static void deleteSubFilter(CloudWatchLogsClient logs, String filter, String logGroup) {
        try {
            DeleteSubscriptionFilterRequest request = DeleteSubscriptionFilterRequest.builder()
                    .filterName(filter)
                    .logGroupName(logGroup)
                    .build();

            logs.deleteSubscriptionFilter(request);
            System.out.printf("Successfully deleted CloudWatch logs subscription filter %s", filter);

        } catch (CloudWatchException e) {
            System.err.println(e.awsErrorDetails().errorMessage());
            System.exit(1);
        }
    }
}
```
+  Einzelheiten zur API finden Sie [DeleteSubscriptionFilter](https://docs.aws.amazon.com/goto/SdkForJavaV2/logs-2014-03-28/DeleteSubscriptionFilter)in der *AWS SDK for Java 2.x API-Referenz*. 

------
#### [ JavaScript ]

**SDK für JavaScript (v3)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascriptv3/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
import { DeleteSubscriptionFilterCommand } from "@aws-sdk/client-cloudwatch-logs";
import { client } from "../libs/client.js";

const run = async () => {
  const command = new DeleteSubscriptionFilterCommand({
    // The name of the filter.
    filterName: process.env.CLOUDWATCH_LOGS_FILTER_NAME,
    // The name of the log group.
    logGroupName: process.env.CLOUDWATCH_LOGS_LOG_GROUP,
  });

  try {
    return await client.send(command);
  } catch (err) {
    console.error(err);
  }
};

export default run();
```
+  Einzelheiten zur API finden Sie [DeleteSubscriptionFilter](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/cloudwatch-logs/command/DeleteSubscriptionFilterCommand)in der *AWS SDK für JavaScript API-Referenz*. 

**SDK für JavaScript (v2)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascript/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
// Load the AWS SDK for Node.js
var AWS = require("aws-sdk");
// Set the region
AWS.config.update({ region: "REGION" });

// Create the CloudWatchLogs service object
var cwl = new AWS.CloudWatchLogs({ apiVersion: "2014-03-28" });

var params = {
  filterName: "FILTER",
  logGroupName: "LOG_GROUP",
};

cwl.deleteSubscriptionFilter(params, function (err, data) {
  if (err) {
    console.log("Error", err);
  } else {
    console.log("Success", data);
  }
});
```
+  Weitere Informationen finden Sie im [AWS SDK für JavaScript -Entwicklerhandbuch](https://docs.aws.amazon.com/sdk-for-javascript/v2/developer-guide/cloudwatch-examples-subscriptions.html#cloudwatch-examples-subscriptions-deleting). 
+  Einzelheiten zur API finden Sie [DeleteSubscriptionFilter](https://docs.aws.amazon.com/goto/AWSJavaScriptSDK/logs-2014-03-28/DeleteSubscriptionFilter)in der *AWS SDK für JavaScript API-Referenz*. 

------
#### [ Kotlin ]

**SDK für Kotlin**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/kotlin/services/cloudwatch#code-examples) einrichten und ausführen. 

```
suspend fun deleteSubFilter(
    filter: String?,
    logGroup: String?,
) {
    val request =
        DeleteSubscriptionFilterRequest {
            filterName = filter
            logGroupName = logGroup
        }

    CloudWatchLogsClient.fromEnvironment { region = "us-west-2" }.use { logs ->
        logs.deleteSubscriptionFilter(request)
        println("Successfully deleted CloudWatch logs subscription filter named $filter")
    }
}
```
+  Einzelheiten zur API finden Sie [DeleteSubscriptionFilter](https://sdk.amazonaws.com/kotlin/api/latest/index.html)in der *API-Referenz zum AWS SDK für Kotlin*. 

------

# `DescribeExportTasks`Mit einem AWS SDK verwenden
<a name="cloudwatch-logs_example_cloudwatch-logs_DescribeExportTasks_section"></a>

Das folgende Codebeispiel zeigt, wie es verwendet wird`DescribeExportTasks`.

------
#### [ .NET ]

**SDK für .NET**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/dotnetv3/CloudWatchLogs#code-examples) einrichten und ausführen. 

```
    using System;
    using System.Threading.Tasks;
    using Amazon.CloudWatchLogs;
    using Amazon.CloudWatchLogs.Model;

    /// <summary>
    /// Shows how to retrieve a list of information about Amazon CloudWatch
    /// Logs export tasks.
    /// </summary>
    public class DescribeExportTasks
    {
        public static async Task Main()
        {
            // This client object will be associated with the same AWS Region
            // as the default user on this system. If you need to use a
            // different AWS Region, pass it as a parameter to the client
            // constructor.
            var client = new AmazonCloudWatchLogsClient();

            var request = new DescribeExportTasksRequest
            {
                Limit = 5,
            };

            var response = new DescribeExportTasksResponse();

            do
            {
                response = await client.DescribeExportTasksAsync(request);
                response.ExportTasks.ForEach(t =>
                {
                    Console.WriteLine($"{t.TaskName} with ID: {t.TaskId} has status: {t.Status}");
                });
            }
            while (response.NextToken is not null);
        }
    }
```
+  Einzelheiten zur API finden Sie [DescribeExportTasks](https://docs.aws.amazon.com/goto/DotNetSDKV3/logs-2014-03-28/DescribeExportTasks)in der *AWS SDK für .NET API-Referenz*. 

------

# Verwendung `DescribeLogGroups` mit einem AWS SDK oder CLI
<a name="cloudwatch-logs_example_cloudwatch-logs_DescribeLogGroups_section"></a>

Die folgenden Code-Beispiele zeigen, wie `DescribeLogGroups` verwendet wird.

------
#### [ .NET ]

**SDK für .NET**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/dotnetv3/CloudWatchLogs#code-examples) einrichten und ausführen. 

```
    using System;
    using System.Threading.Tasks;
    using Amazon.CloudWatchLogs;
    using Amazon.CloudWatchLogs.Model;

    /// <summary>
    /// Retrieves information about existing Amazon CloudWatch Logs log groups
    /// and displays the information on the console.
    /// </summary>
    public class DescribeLogGroups
    {
        public static async Task Main()
        {
            // Creates a CloudWatch Logs client using the default
            // user. If you need to work with resources in another
            // AWS Region than the one defined for the default user,
            // pass the AWS Region as a parameter to the client constructor.
            var client = new AmazonCloudWatchLogsClient();

            bool done = false;
            string newToken = null;

            var request = new DescribeLogGroupsRequest
            {
                Limit = 5,
            };

            DescribeLogGroupsResponse response;

            do
            {
                if (newToken is not null)
                {
                    request.NextToken = newToken;
                }

                response = await client.DescribeLogGroupsAsync(request);

                response.LogGroups.ForEach(lg =>
                {
                    Console.WriteLine($"{lg.LogGroupName} is associated with the key: {lg.KmsKeyId}.");
                    Console.WriteLine($"Created on: {lg.CreationTime.Date.Date}");
                    Console.WriteLine($"Date for this group will be stored for: {lg.RetentionInDays} days.\n");
                });

                if (response.NextToken is null)
                {
                    done = true;
                }
                else
                {
                    newToken = response.NextToken;
                }
            }
            while (!done);
        }
    }
```
+  Einzelheiten zur API finden Sie [DescribeLogGroups](https://docs.aws.amazon.com/goto/DotNetSDKV3/logs-2014-03-28/DescribeLogGroups)in der *AWS SDK für .NET API-Referenz*. 

------
#### [ CLI ]

**AWS CLI**  
Der folgende Befehl beschreibt eine Protokollgruppe mit dem Namen `my-logs`:  

```
aws logs describe-log-groups --log-group-name-prefix my-logs
```
Ausgabe:  

```
{
    "logGroups": [
        {
            "storedBytes": 0,
            "metricFilterCount": 0,
            "creationTime": 1433189500783,
            "logGroupName": "my-logs",
            "retentionInDays": 5,
            "arn": "arn:aws:logs:us-west-2:0123456789012:log-group:my-logs:*"
        }
    ]
}
```
+  Einzelheiten zur API finden Sie [DescribeLogGroups](https://awscli.amazonaws.com/v2/documentation/api/latest/reference/logs/describe-log-groups.html)in der *AWS CLI Befehlsreferenz*. 

------
#### [ JavaScript ]

**SDK für JavaScript (v3)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascriptv3/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
import {
  paginateDescribeLogGroups,
  CloudWatchLogsClient,
} from "@aws-sdk/client-cloudwatch-logs";

const client = new CloudWatchLogsClient({});

export const main = async () => {
  const paginatedLogGroups = paginateDescribeLogGroups({ client }, {});
  const logGroups = [];

  for await (const page of paginatedLogGroups) {
    if (page.logGroups?.every((lg) => !!lg)) {
      logGroups.push(...page.logGroups);
    }
  }

  console.log(logGroups);
  return logGroups;
};
```
+  Einzelheiten zur API finden Sie [DescribeLogGroups](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/cloudwatch-logs/command/DescribeLogGroupsCommand)in der *AWS SDK für JavaScript API-Referenz*. 

------

# Verwendung `DescribeLogStreams` mit einem AWS SDK oder CLI
<a name="cloudwatch-logs_example_cloudwatch-logs_DescribeLogStreams_section"></a>

Die folgenden Code-Beispiele zeigen, wie `DescribeLogStreams` verwendet wird.

------
#### [ CLI ]

**AWS CLI**  
Der folgende Befehl zeigt alle Protokollstreams in der Protokollgruppe `my-logs` an, die mit dem Präfix `2015` beginnen:  

```
aws logs describe-log-streams --log-group-name my-logs --log-stream-name-prefix 2015
```
Ausgabe:  

```
{
    "logStreams": [
        {
            "creationTime": 1433189871774,
            "arn": "arn:aws:logs:us-west-2:0123456789012:log-group:my-logs:log-stream:20150531",
            "logStreamName": "20150531",
            "storedBytes": 0
        },
        {
            "creationTime": 1433189873898,
            "arn": "arn:aws:logs:us-west-2:0123456789012:log-group:my-logs:log-stream:20150601",
            "logStreamName": "20150601",
            "storedBytes": 0
        }
    ]
}
```
+  Einzelheiten zur API finden Sie [DescribeLogStreams](https://awscli.amazonaws.com/v2/documentation/api/latest/reference/logs/describe-log-streams.html)in der *AWS CLI Befehlsreferenz*. 

------
#### [ Java ]

**SDK für Java 2.x**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javav2/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 
Sucht innerhalb einer angegebenen Protokollgruppe nach Protokollströmen, die einem bestimmten Präfix entsprechen.  

```
/**
 * Before running this Java V2 code example, set up your development
 * environment, including your credentials.
 * <p>
 * For more information, see the following documentation topic:
 * <p>
 * https://docs.aws.amazon.com/sdk-for-java/latest/developer-guide/get-started.html
 */
public class CloudWatchLogsSearch {

    public static void main(String[] args) {
        final String usage = """

                Usage:
                  <logGroupName> <logStreamName> 

                Where:
                  logGroupName - The name of the log group (for example, WeathertopJavaContainerLogs).
                  logStreamName - The name of the log stream (for example, weathertop-java-stream).
                  pattern - the pattern to use (for example, INFO) 
                  
                """;

        if (args.length != 3) {
            System.out.print(usage);
            System.exit(1);
        }

        String logGroupName = args[0] ;
        String logStreamName = args[1] ;
        String pattern = args[2] ;

        CloudWatchLogsClient cwlClient = CloudWatchLogsClient.builder()
                .region(Region.US_EAST_1)
                .build();

        searchLogStreamsAndFilterEvents(cwlClient, logGroupName, logStreamName, pattern);
    }

    /**
     * Searches for log streams with a specific prefix within a log group and filters log events based on a specified pattern.
     *
     * @param cwlClient       the CloudWatchLogsClient used to interact with AWS CloudWatch Logs
     * @param logGroupName    the name of the log group to search within
     * @param logStreamPrefix the prefix of the log streams to search for
     * @param pattern         the pattern to filter log events by
     */
    public static void searchLogStreamsAndFilterEvents(CloudWatchLogsClient cwlClient, String logGroupName, String logStreamPrefix, String pattern) {
        DescribeLogStreamsRequest describeLogStreamsRequest = DescribeLogStreamsRequest.builder()
                .logGroupName(logGroupName)
                .logStreamNamePrefix(logStreamPrefix)
                .build();

        DescribeLogStreamsResponse describeLogStreamsResponse = cwlClient.describeLogStreams(describeLogStreamsRequest);
        List<LogStream> logStreams = describeLogStreamsResponse.logStreams();

        for (LogStream logStream : logStreams) {
            String logStreamName = logStream.logStreamName();
            System.out.println("Searching in log stream: " + logStreamName);

            FilterLogEventsRequest filterLogEventsRequest = FilterLogEventsRequest.builder()
                    .logGroupName(logGroupName)
                    .logStreamNames(logStreamName)
                    .filterPattern(pattern)
                    .build();

            FilterLogEventsResponse filterLogEventsResponse = cwlClient.filterLogEvents(filterLogEventsRequest);

            for (FilteredLogEvent event : filterLogEventsResponse.events()) {
                System.out.println(event.message());
            }

            System.out.println("--------------------------------------------------"); // Separator for better readability
        }
    }
}
```
Druckt Metadaten über den neuesten Protokollstream in einer angegebenen Protokollgruppe.  

```
/**
 * Before running this Java V2 code example, set up your development
 * environment, including your credentials.
 * <p>
 * For more information, see the following documentation topic:
 * <p>
 * https://docs.aws.amazon.com/sdk-for-java/latest/developer-guide/get-started.html
 */
public class CloudWatchLogQuery {
    public static void main(final String[] args) {
        final String usage = """
                Usage:
                  <logGroupName>

                Where:
                  logGroupName - The name of the log group (for example, /aws/lambda/ChatAIHandler).
                """;

        if (args.length != 1) {
            System.out.print(usage);
            System.exit(1);
        }

        String logGroupName = "/aws/lambda/ChatAIHandler" ; //args[0];
        CloudWatchLogsClient logsClient = CloudWatchLogsClient.builder()
                .region(Region.US_EAST_1)
                .build();

        describeMostRecentLogStream(logsClient, logGroupName);
    }

    /**
     * Describes and prints metadata about the most recent log stream in the specified log group.
     *
     * @param logsClient   the CloudWatchLogsClient used to interact with AWS CloudWatch Logs
     * @param logGroupName the name of the log group
     */
    public static void describeMostRecentLogStream(CloudWatchLogsClient logsClient, String logGroupName) {
        DescribeLogStreamsRequest streamsRequest = DescribeLogStreamsRequest.builder()
                .logGroupName(logGroupName)
                .orderBy(OrderBy.LAST_EVENT_TIME)
                .descending(true)
                .limit(1)
                .build();

        try {
            DescribeLogStreamsResponse streamsResponse = logsClient.describeLogStreams(streamsRequest);
            List<LogStream> logStreams = streamsResponse.logStreams();

            if (logStreams.isEmpty()) {
                System.out.println("No log streams found for log group: " + logGroupName);
                return;
            }

            LogStream stream = logStreams.get(0);
            System.out.println("Most Recent Log Stream:");
            System.out.println("  Name: " + stream.logStreamName());
            System.out.println("  ARN: " + stream.arn());
            System.out.println("  Creation Time: " + stream.creationTime());
            System.out.println("  First Event Time: " + stream.firstEventTimestamp());
            System.out.println("  Last Event Time: " + stream.lastEventTimestamp());
            System.out.println("  Stored Bytes: " + stream.storedBytes());
            System.out.println("  Upload Sequence Token: " + stream.uploadSequenceToken());

        } catch (CloudWatchLogsException e) {
            System.err.println("Failed to describe log stream: " + e.awsErrorDetails().errorMessage());
        }
    }
}
```
+  Einzelheiten zur API finden Sie [DescribeLogStreams](https://docs.aws.amazon.com/goto/SdkForJavaV2/logs-2014-03-28/DescribeLogStreams)unter *AWS SDK for Java 2.x API-Referenz*. 

------

# `DescribeSubscriptionFilters`Mit einem AWS SDK verwenden
<a name="cloudwatch-logs_example_cloudwatch-logs_DescribeSubscriptionFilters_section"></a>

Die folgenden Code-Beispiele zeigen, wie `DescribeSubscriptionFilters` verwendet wird.

------
#### [ C\$1\$1 ]

**SDK für C\$1\$1**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/cpp/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 
Binden Sie die erforderlichen Dateien ein.  

```
#include <aws/core/Aws.h>
#include <aws/core/utils/Outcome.h>
#include <aws/logs/CloudWatchLogsClient.h>
#include <aws/logs/model/DescribeSubscriptionFiltersRequest.h>
#include <aws/logs/model/DescribeSubscriptionFiltersResult.h>
#include <iostream>
#include <iomanip>
```
Listen Sie die Abonnementfilter auf.  

```
        Aws::CloudWatchLogs::CloudWatchLogsClient cwl;
        Aws::CloudWatchLogs::Model::DescribeSubscriptionFiltersRequest request;
        request.SetLogGroupName(log_group);
        request.SetLimit(1);

        bool done = false;
        bool header = false;
        while (!done) {
            auto outcome = cwl.DescribeSubscriptionFilters(
                    request);
            if (!outcome.IsSuccess()) {
                std::cout << "Failed to describe CloudWatch subscription filters "
                    << "for log group " << log_group << ": " <<
                    outcome.GetError().GetMessage() << std::endl;
                break;
            }

            if (!header) {
                std::cout << std::left << std::setw(32) << "Name" <<
                    std::setw(64) << "FilterPattern" << std::setw(64) <<
                    "DestinationArn" << std::endl;
                header = true;
            }

            const auto &filters = outcome.GetResult().GetSubscriptionFilters();
            for (const auto &filter : filters) {
                std::cout << std::left << std::setw(32) <<
                    filter.GetFilterName() << std::setw(64) <<
                    filter.GetFilterPattern() << std::setw(64) <<
                    filter.GetDestinationArn() << std::endl;
            }

            const auto &next_token = outcome.GetResult().GetNextToken();
            request.SetNextToken(next_token);
            done = next_token.empty();
        }
```
+  Einzelheiten zur API finden Sie [DescribeSubscriptionFilters](https://docs.aws.amazon.com/goto/SdkForCpp/logs-2014-03-28/DescribeSubscriptionFilters)in der *AWS SDK für C\$1\$1 API-Referenz*. 

------
#### [ Java ]

**SDK für Java 2.x**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javav2/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
import software.amazon.awssdk.auth.credentials.ProfileCredentialsProvider;
import software.amazon.awssdk.services.cloudwatch.model.CloudWatchException;
import software.amazon.awssdk.services.cloudwatchlogs.CloudWatchLogsClient;
import software.amazon.awssdk.services.cloudwatchlogs.model.DescribeSubscriptionFiltersRequest;
import software.amazon.awssdk.services.cloudwatchlogs.model.DescribeSubscriptionFiltersResponse;
import software.amazon.awssdk.services.cloudwatchlogs.model.SubscriptionFilter;

/**
 * Before running this Java V2 code example, set up your development
 * environment, including your credentials.
 *
 * For more information, see the following documentation topic:
 *
 * https://docs.aws.amazon.com/sdk-for-java/latest/developer-guide/get-started.html
 */
public class DescribeSubscriptionFilters {
    public static void main(String[] args) {

        final String usage = """

                Usage:
                  <logGroup>

                Where:
                  logGroup - A log group name (for example, myloggroup).
                """;

        if (args.length != 1) {
            System.out.println(usage);
            System.exit(1);
        }

        String logGroup = args[0];
        CloudWatchLogsClient logs = CloudWatchLogsClient.builder()
                .credentialsProvider(ProfileCredentialsProvider.create())
                .build();

        describeFilters(logs, logGroup);
        logs.close();
    }

    public static void describeFilters(CloudWatchLogsClient logs, String logGroup) {
        try {
            boolean done = false;
            String newToken = null;

            while (!done) {
                DescribeSubscriptionFiltersResponse response;
                if (newToken == null) {
                    DescribeSubscriptionFiltersRequest request = DescribeSubscriptionFiltersRequest.builder()
                            .logGroupName(logGroup)
                            .limit(1).build();

                    response = logs.describeSubscriptionFilters(request);
                } else {
                    DescribeSubscriptionFiltersRequest request = DescribeSubscriptionFiltersRequest.builder()
                            .nextToken(newToken)
                            .logGroupName(logGroup)
                            .limit(1).build();
                    response = logs.describeSubscriptionFilters(request);
                }

                for (SubscriptionFilter filter : response.subscriptionFilters()) {
                    System.out.printf("Retrieved filter with name %s, " + "pattern %s " + "and destination arn %s",
                            filter.filterName(),
                            filter.filterPattern(),
                            filter.destinationArn());
                }

                if (response.nextToken() == null) {
                    done = true;
                } else {
                    newToken = response.nextToken();
                }
            }

        } catch (CloudWatchException e) {
            System.err.println(e.awsErrorDetails().errorMessage());
            System.exit(1);
        }
        System.out.printf("Done");
    }
}
```
+  Einzelheiten zur API finden Sie [DescribeSubscriptionFilters](https://docs.aws.amazon.com/goto/SdkForJavaV2/logs-2014-03-28/DescribeSubscriptionFilters)in der *AWS SDK for Java 2.x API-Referenz*. 

------
#### [ JavaScript ]

**SDK für JavaScript (v3)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascriptv3/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
import { DescribeSubscriptionFiltersCommand } from "@aws-sdk/client-cloudwatch-logs";
import { client } from "../libs/client.js";

const run = async () => {
  // This will return a list of all subscription filters in your account
  // matching the log group name.
  const command = new DescribeSubscriptionFiltersCommand({
    logGroupName: process.env.CLOUDWATCH_LOGS_LOG_GROUP,
    limit: 1,
  });

  try {
    return await client.send(command);
  } catch (err) {
    console.error(err);
  }
};

export default run();
```
+  Einzelheiten zur API finden Sie [DescribeSubscriptionFilters](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/cloudwatch-logs/command/DescribeSubscriptionFiltersCommand)in der *AWS SDK für JavaScript API-Referenz*. 

**SDK für JavaScript (v2)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascript/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
// Load the AWS SDK for Node.js
var AWS = require("aws-sdk");
// Set the region
AWS.config.update({ region: "REGION" });

// Create the CloudWatchLogs service object
var cwl = new AWS.CloudWatchLogs({ apiVersion: "2014-03-28" });

var params = {
  logGroupName: "GROUP_NAME",
  limit: 5,
};

cwl.describeSubscriptionFilters(params, function (err, data) {
  if (err) {
    console.log("Error", err);
  } else {
    console.log("Success", data.subscriptionFilters);
  }
});
```
+  Weitere Informationen finden Sie im [AWS SDK für JavaScript -Entwicklerhandbuch](https://docs.aws.amazon.com/sdk-for-javascript/v2/developer-guide/cloudwatch-examples-subscriptions.html#cloudwatch-examples-subscriptions-describing). 
+  Einzelheiten zur API finden Sie [DescribeSubscriptionFilters](https://docs.aws.amazon.com/goto/AWSJavaScriptSDK/logs-2014-03-28/DescribeSubscriptionFilters)in der *AWS SDK für JavaScript API-Referenz*. 

------
#### [ Kotlin ]

**SDK für Kotlin**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/kotlin/services/cloudwatch#code-examples) einrichten und ausführen. 

```
suspend fun describeFilters(logGroup: String) {
    val request =
        DescribeSubscriptionFiltersRequest {
            logGroupName = logGroup
            limit = 1
        }

    CloudWatchLogsClient.fromEnvironment { region = "us-west-2" }.use { cwlClient ->
        val response = cwlClient.describeSubscriptionFilters(request)
        response.subscriptionFilters?.forEach { filter ->
            println("Retrieved filter with name  ${filter.filterName} pattern ${filter.filterPattern} and destination ${filter.destinationArn}")
        }
    }
}
```
+  Einzelheiten zur API finden Sie [DescribeSubscriptionFilters](https://sdk.amazonaws.com/kotlin/api/latest/index.html)in der *API-Referenz zum AWS SDK für Kotlin*. 

------

# Verwendung `GetLogEvents` mit einem AWS SDK oder CLI
<a name="cloudwatch-logs_example_cloudwatch-logs_GetLogEvents_section"></a>

Die folgenden Code-Beispiele zeigen, wie `GetLogEvents` verwendet wird.

------
#### [ CLI ]

**AWS CLI**  
Der folgende Befehl ruft Protokollereignisse aus einem Protokollstream mit dem Namen `20150601` in der Protokollgruppe `my-logs` ab:  

```
aws logs get-log-events --log-group-name my-logs --log-stream-name 20150601
```
Ausgabe:  

```
{
    "nextForwardToken": "f/31961209122447488583055879464742346735121166569214640130",
    "events": [
        {
            "ingestionTime": 1433190494190,
            "timestamp": 1433190184356,
            "message": "Example Event 1"
        },
        {
            "ingestionTime": 1433190516679,
            "timestamp": 1433190184356,
            "message": "Example Event 1"
        },
        {
            "ingestionTime": 1433190494190,
            "timestamp": 1433190184358,
            "message": "Example Event 2"
        }
    ],
    "nextBackwardToken": "b/31961209122358285602261756944988674324553373268216709120"
}
```
+  Einzelheiten zur API finden Sie [GetLogEvents](https://awscli.amazonaws.com/v2/documentation/api/latest/reference/logs/get-log-events.html)in der *AWS CLI Befehlsreferenz*. 

------
#### [ Java ]

**SDK für Java 2.x**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javav2/example_code/cloudwatch#code-examples) einrichten und ausführen. 

```
import software.amazon.awssdk.regions.Region;
import software.amazon.awssdk.services.cloudwatch.model.CloudWatchException;
import software.amazon.awssdk.services.cloudwatchlogs.CloudWatchLogsClient;
import software.amazon.awssdk.services.cloudwatchlogs.model.DescribeLogStreamsRequest;
import software.amazon.awssdk.services.cloudwatchlogs.model.DescribeLogStreamsResponse;
import software.amazon.awssdk.services.cloudwatchlogs.model.GetLogEventsRequest;
import software.amazon.awssdk.services.cloudwatchlogs.model.GetLogEventsResponse;

import java.time.Instant;
import java.time.temporal.ChronoUnit;

/**
 * Before running this Java V2 code example, set up your development
 * environment, including your credentials.
 *
 * For more information, see the following documentation topic:
 *
 * https://docs.aws.amazon.com/sdk-for-java/latest/developer-guide/get-started.html
 */
public class GetLogEvents {

    public static void main(String[] args) {

        final String usage = """

                Usage:
                  <logGroupName> <logStreamName> 

                Where:
                  logGroupName - The name of the log group (for example, myloggroup).
                  logStreamName - The name of the log stream (for example, mystream).
                  
                """;

       // if (args.length != 2) {
       //     System.out.print(usage);
       //     System.exit(1);
//        }

        String logGroupName = "WeathertopJavaContainerLogs" ; //args[0];
        String logStreamName = "weathertop-java-stream" ; //args[1];

        Region region = Region.US_EAST_1 ;
        CloudWatchLogsClient cloudWatchLogsClient = CloudWatchLogsClient.builder()
                .region(region)
                .build();

        getCWLogEvents(cloudWatchLogsClient, logGroupName, logStreamName);
        cloudWatchLogsClient.close();
    }

    public static void getCWLogEvents(CloudWatchLogsClient cloudWatchLogsClient,
                                      String logGroupName,
                                      String logStreamPrefix) {
        try {
            // First, find the exact log stream name
            DescribeLogStreamsRequest describeRequest = DescribeLogStreamsRequest.builder()
                    .logGroupName(logGroupName)
                    .logStreamNamePrefix(logStreamPrefix)
                    .limit(1) // get the first matching stream
                    .build();

            DescribeLogStreamsResponse describeResponse = cloudWatchLogsClient.describeLogStreams(describeRequest);

            if (describeResponse.logStreams().isEmpty()) {
                System.out.println("No matching log streams found for prefix: " + logStreamPrefix);
                return;
            }

            String exactLogStreamName = describeResponse.logStreams().get(0).logStreamName();
            System.out.println("Using exact log stream: " + exactLogStreamName);

            long startTime = Instant.now().minus(7, ChronoUnit.DAYS).toEpochMilli();
            long endTime = Instant.now().toEpochMilli();

            GetLogEventsRequest getLogEventsRequest = GetLogEventsRequest.builder()
                    .logGroupName(logGroupName)
                    .logStreamName(exactLogStreamName) // <-- exact name, not prefix
                    .startTime(startTime)
                    .endTime(endTime)
                    .startFromHead(true)
                    .build();

            GetLogEventsResponse response = cloudWatchLogsClient.getLogEvents(getLogEventsRequest);

            if (response.events().isEmpty()) {
                System.out.println("No log events found in the past 7 days.");
            } else {
                response.events().forEach(e -> System.out.println(e.message()));
            }

        } catch (CloudWatchException e) {
            System.err.println(e.awsErrorDetails().errorMessage());
            System.exit(1);
        }
    }
}
```
+  Einzelheiten zur API finden Sie [GetLogEvents](https://docs.aws.amazon.com/goto/SdkForJavaV2/logs-2014-03-28/GetLogEvents)in der *AWS SDK for Java 2.x API-Referenz*. 

------

# `GetQueryResults`Mit einem AWS SDK verwenden
<a name="cloudwatch-logs_example_cloudwatch-logs_GetQueryResults_section"></a>

Die folgenden Code-Beispiele zeigen, wie `GetQueryResults` verwendet wird.

Beispiele für Aktionen sind Codeauszüge aus größeren Programmen und müssen im Kontext ausgeführt werden. Im folgenden Codebeispiel können Sie diese Aktion im Kontext sehen: 
+  [Ausführen einer umfangreichen Abfrage](cloudwatch-logs_example_cloudwatch-logs_Scenario_BigQuery_section.md) 

------
#### [ .NET ]

**SDK für .NET (v4)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/dotnetv4/CloudWatchLogs/LargeQuery#code-examples) einrichten und ausführen. 

```
    /// <summary>
    /// Gets the results of a CloudWatch Logs Insights query.
    /// </summary>
    /// <param name="queryId">The ID of the query.</param>
    /// <returns>The query results response.</returns>
    public async Task<GetQueryResultsResponse?> GetQueryResultsAsync(string queryId)
    {
        try
        {
            var request = new GetQueryResultsRequest
            {
                QueryId = queryId
            };

            var response = await _amazonCloudWatchLogs.GetQueryResultsAsync(request);
            return response;
        }
        catch (ResourceNotFoundException ex)
        {
            _logger.LogError($"Query not found: {ex.Message}");
            return null;
        }
        catch (Exception ex)
        {
            _logger.LogError($"An error occurred while getting query results: {ex.Message}");
            return null;
        }
    }
```
+  Einzelheiten zur API finden Sie [GetQueryResults](https://docs.aws.amazon.com/goto/DotNetSDKV4/logs-2014-03-28/GetQueryResults)in der *AWS SDK für .NET API-Referenz*. 

------
#### [ JavaScript ]

**SDK für JavaScript (v3)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascriptv3/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
  /**
   * Simple wrapper for the GetQueryResultsCommand.
   * @param {string} queryId
   */
  _getQueryResults(queryId) {
    return this.client.send(new GetQueryResultsCommand({ queryId }));
  }
```
+  Einzelheiten zur API finden Sie [GetQueryResults](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/cloudwatch-logs/command/GetQueryResultsCommand)in der *AWS SDK für JavaScript API-Referenz*. 

------
#### [ Python ]

**SDK für Python (Boto3)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/python/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
    def _wait_for_query_results(self, client, query_id):
        """
        Waits for the query to complete and retrieves the results.

        :param query_id: The ID of the initiated query.
        :type query_id: str
        :return: A list containing the results of the query.
        :rtype: list
        """
        while True:
            time.sleep(1)
            results = client.get_query_results(queryId=query_id)
            if results["status"] in [
                "Complete",
                "Failed",
                "Cancelled",
                "Timeout",
                "Unknown",
            ]:
                return results.get("results", [])
```
+  Einzelheiten zur API finden Sie [GetQueryResults](https://docs.aws.amazon.com/goto/boto3/logs-2014-03-28/GetQueryResults)in *AWS SDK for Python (Boto3) API* Reference. 

------
#### [ SAP ABAP ]

**SDK für SAP ABAP**  
 Es gibt noch mehr dazu. GitHub Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/sap-abap/services/cwl#code-examples) einrichten und ausführen. 

```
    TRY.
        oo_result = lo_cwl->getqueryresults(
          iv_queryid = iv_query_id ).
        
        " Display query status and result count
        DATA(lv_status) = oo_result->get_status( ).
        DATA(lt_results) = oo_result->get_results( ).
        DATA(lv_result_count) = lines( lt_results ).
        
        MESSAGE |Query status: { lv_status }. Retrieved { lv_result_count } log event(s).| TYPE 'I'.
      CATCH /aws1/cx_cwlinvalidparameterex.
        MESSAGE 'Invalid parameter.' TYPE 'E'.
      CATCH /aws1/cx_cwlresourcenotfoundex.
        MESSAGE 'Resource not found.' TYPE 'E'.
      CATCH /aws1/cx_cwlserviceunavailex.
        MESSAGE 'Service unavailable.' TYPE 'E'.
    ENDTRY.
```
+  Einzelheiten zur API finden Sie [GetQueryResults](https://docs.aws.amazon.com/sdk-for-sap-abap/v1/api/latest/index.html)in der *API-Referenz zum AWS SDK für SAP ABAP*. 

------

# `PutSubscriptionFilter`Mit einem AWS SDK verwenden
<a name="cloudwatch-logs_example_cloudwatch-logs_PutSubscriptionFilter_section"></a>

Die folgenden Code-Beispiele zeigen, wie `PutSubscriptionFilter` verwendet wird.

------
#### [ C\$1\$1 ]

**SDK für C\$1\$1**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/cpp/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 
Binden Sie die erforderlichen Dateien ein.  

```
#include <aws/core/Aws.h>
#include <aws/logs/CloudWatchLogsClient.h>
#include <aws/logs/model/PutSubscriptionFilterRequest.h>
#include <aws/core/utils/Outcome.h>
#include <iostream>
```
Erstellen Sie den Abonnementfilter.  

```
        Aws::CloudWatchLogs::CloudWatchLogsClient cwl;
        Aws::CloudWatchLogs::Model::PutSubscriptionFilterRequest request;
        request.SetFilterName(filter_name);
        request.SetFilterPattern(filter_pattern);
        request.SetLogGroupName(log_group);
        request.SetDestinationArn(dest_arn);
        auto outcome = cwl.PutSubscriptionFilter(request);
        if (!outcome.IsSuccess())
        {
            std::cout << "Failed to create CloudWatch logs subscription filter "
                << filter_name << ": " << outcome.GetError().GetMessage() <<
                std::endl;
        }
        else
        {
            std::cout << "Successfully created CloudWatch logs subscription " <<
                "filter " << filter_name << std::endl;
        }
```
+  Einzelheiten zur API finden Sie [PutSubscriptionFilter](https://docs.aws.amazon.com/goto/SdkForCpp/logs-2014-03-28/PutSubscriptionFilter)in der *AWS SDK für C\$1\$1 API-Referenz*. 

------
#### [ Java ]

**SDK für Java 2.x**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javav2/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
import software.amazon.awssdk.regions.Region;
import software.amazon.awssdk.services.cloudwatchlogs.CloudWatchLogsClient;
import software.amazon.awssdk.services.cloudwatchlogs.model.CloudWatchLogsException;
import software.amazon.awssdk.services.cloudwatchlogs.model.PutSubscriptionFilterRequest;

/**
 * Before running this code example, you need to grant permission to CloudWatch
 * Logs the right to execute your Lambda function.
 * To perform this task, you can use this CLI command:
 *
 * aws lambda add-permission --function-name "lamda1" --statement-id "lamda1"
 * --principal "logs.us-west-2.amazonaws.com" --action "lambda:InvokeFunction"
 * --source-arn "arn:aws:logs:us-west-2:111111111111:log-group:testgroup:*"
 * --source-account "111111111111"
 *
 * Make sure you replace the function name with your function name and replace
 * '111111111111' with your account details.
 * For more information, see "Subscription Filters with AWS Lambda" in the
 * Amazon CloudWatch Logs Guide.
 *
 *
 * Also, before running this Java V2 code example,set up your development
 * environment,including your credentials.
 *
 * For more information,see the following documentation topic:
 *
 * https://docs.aws.amazon.com/sdk-for-java/latest/developer-guide/get-started.html
 *
 */

public class PutSubscriptionFilter {
    public static void main(String[] args) {
        final String usage = """

                Usage:
                  <filter> <pattern> <logGroup> <functionArn>\s

                Where:
                  filter - A filter name (for example, myfilter).
                  pattern - A filter pattern (for example, ERROR).
                  logGroup - A log group name (testgroup).
                  functionArn - An AWS Lambda function ARN (for example, arn:aws:lambda:us-west-2:111111111111:function:lambda1) .
                """;

        if (args.length != 4) {
            System.out.println(usage);
            System.exit(1);
        }

        String filter = args[0];
        String pattern = args[1];
        String logGroup = args[2];
        String functionArn = args[3];
        Region region = Region.US_WEST_2;
        CloudWatchLogsClient cwl = CloudWatchLogsClient.builder()
                .region(region)
                .build();

        putSubFilters(cwl, filter, pattern, logGroup, functionArn);
        cwl.close();
    }

    public static void putSubFilters(CloudWatchLogsClient cwl,
            String filter,
            String pattern,
            String logGroup,
            String functionArn) {

        try {
            PutSubscriptionFilterRequest request = PutSubscriptionFilterRequest.builder()
                    .filterName(filter)
                    .filterPattern(pattern)
                    .logGroupName(logGroup)
                    .destinationArn(functionArn)
                    .build();

            cwl.putSubscriptionFilter(request);
            System.out.printf(
                    "Successfully created CloudWatch logs subscription filter %s",
                    filter);

        } catch (CloudWatchLogsException e) {
            System.err.println(e.awsErrorDetails().errorMessage());
            System.exit(1);
        }
    }
}
```
+  Einzelheiten zur API finden Sie [PutSubscriptionFilter](https://docs.aws.amazon.com/goto/SdkForJavaV2/logs-2014-03-28/PutSubscriptionFilter)in der *AWS SDK for Java 2.x API-Referenz*. 

------
#### [ JavaScript ]

**SDK für JavaScript (v3)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascriptv3/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
import { PutSubscriptionFilterCommand } from "@aws-sdk/client-cloudwatch-logs";
import { client } from "../libs/client.js";

const run = async () => {
  const command = new PutSubscriptionFilterCommand({
    // An ARN of a same-account Kinesis stream, Kinesis Firehose
    // delivery stream, or Lambda function.
    // https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/SubscriptionFilters.html
    destinationArn: process.env.CLOUDWATCH_LOGS_DESTINATION_ARN,

    // A name for the filter.
    filterName: process.env.CLOUDWATCH_LOGS_FILTER_NAME,

    // A filter pattern for subscribing to a filtered stream of log events.
    // https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/FilterAndPatternSyntax.html
    filterPattern: process.env.CLOUDWATCH_LOGS_FILTER_PATTERN,

    // The name of the log group. Messages in this group matching the filter pattern
    // will be sent to the destination ARN.
    logGroupName: process.env.CLOUDWATCH_LOGS_LOG_GROUP,
  });

  try {
    return await client.send(command);
  } catch (err) {
    console.error(err);
  }
};

export default run();
```
+  Einzelheiten zur API finden Sie [PutSubscriptionFilter](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/cloudwatch-logs/command/PutSubscriptionFilterCommand)in der *AWS SDK für JavaScript API-Referenz*. 

**SDK für JavaScript (v2)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascript/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
// Load the AWS SDK for Node.js
var AWS = require("aws-sdk");
// Set the region
AWS.config.update({ region: "REGION" });

// Create the CloudWatchLogs service object
var cwl = new AWS.CloudWatchLogs({ apiVersion: "2014-03-28" });

var params = {
  destinationArn: "LAMBDA_FUNCTION_ARN",
  filterName: "FILTER_NAME",
  filterPattern: "ERROR",
  logGroupName: "LOG_GROUP",
};

cwl.putSubscriptionFilter(params, function (err, data) {
  if (err) {
    console.log("Error", err);
  } else {
    console.log("Success", data);
  }
});
```
+  Weitere Informationen finden Sie im [AWS SDK für JavaScript -Entwicklerhandbuch](https://docs.aws.amazon.com/sdk-for-javascript/v2/developer-guide/cloudwatch-examples-subscriptions.html#cloudwatch-examples-subscriptions-creating). 
+  Einzelheiten zur API finden Sie [PutSubscriptionFilter](https://docs.aws.amazon.com/goto/AWSJavaScriptSDK/logs-2014-03-28/PutSubscriptionFilter)in der *AWS SDK für JavaScript API-Referenz*. 

------

# `StartLiveTail`Mit einem AWS SDK verwenden
<a name="cloudwatch-logs_example_cloudwatch-logs_StartLiveTail_section"></a>

Die folgenden Code-Beispiele zeigen, wie `StartLiveTail` verwendet wird.

------
#### [ .NET ]

**SDK für .NET**  
Binden Sie die erforderlichen Dateien ein.  

```
using Amazon;
using Amazon.CloudWatchLogs;
using Amazon.CloudWatchLogs.Model;
```
Starten Sie die Live-Tail-Sitzung.  

```
            var client = new AmazonCloudWatchLogsClient();
            var request = new StartLiveTailRequest
            {
                LogGroupIdentifiers = logGroupIdentifiers,
                LogStreamNames = logStreamNames,
                LogEventFilterPattern = filterPattern,
            };

            var response = await client.StartLiveTailAsync(request);

            // Catch if request fails
            if (response.HttpStatusCode != System.Net.HttpStatusCode.OK)
            {
                Console.WriteLine("Failed to start live tail session");
                return;
            }
```
Sie können die Ereignisse aus der Live Tail-Sitzung auf zwei Arten handhaben:  

```
            /* Method 1
            * 1). Asynchronously loop through the event stream
            * 2). Set a timer to dispose the stream and stop the Live Tail session at the end.
            */
            var eventStream = response.ResponseStream;
            var task = Task.Run(() => 
            {
                foreach (var item in eventStream)
                {
                    if (item is LiveTailSessionUpdate liveTailSessionUpdate)
                    {
                        foreach (var sessionResult in liveTailSessionUpdate.SessionResults)
                        {
                            Console.WriteLine("Message : {0}", sessionResult.Message);
                        }
                    }
                    if (item is LiveTailSessionStart)
                    {
                        Console.WriteLine("Live Tail session started");
                    }
                    // On-stream exceptions are processed here
                    if (item is CloudWatchLogsEventStreamException)
                    {
                        Console.WriteLine($"ERROR: {item}");
                    }
                }
            });
            // Close the stream to stop the session after a timeout
            if (!task.Wait(TimeSpan.FromSeconds(10))){
                eventStream.Dispose();
                Console.WriteLine("End of line");
            }
```

```
            /* Method 2
            * 1). Add event handlers to each event variable
            * 2). Start processing the stream and wait for a timeout using AutoResetEvent
            */
            AutoResetEvent endEvent = new AutoResetEvent(false);
            var eventStream = response.ResponseStream;
            using (eventStream) // automatically disposes the stream to stop the session after execution finishes
            {
                eventStream.SessionStartReceived += (sender, e) =>
                {
                    Console.WriteLine("LiveTail session started");
                };
                eventStream.SessionUpdateReceived += (sender, e) =>
                {   
                    foreach (LiveTailSessionLogEvent logEvent in e.EventStreamEvent.SessionResults){
                        Console.WriteLine("Message: {0}", logEvent.Message);
                    }
                };
                // On-stream exceptions are captured here
                eventStream.ExceptionReceived += (sender, e) => 
                {
                    Console.WriteLine($"ERROR: {e.EventStreamException.Message}");
                };

                eventStream.StartProcessing();
                // Stream events for this amount of time.
                endEvent.WaitOne(TimeSpan.FromSeconds(10));
                Console.WriteLine("End of line");
            }
```
+  Einzelheiten zur API finden Sie [StartLiveTail](https://docs.aws.amazon.com/goto/DotNetSDKV3/logs-2014-03-28/StartLiveTail)in der *AWS SDK für .NET API-Referenz*. 

------
#### [ Go ]

**SDK für Go V2**  
Binden Sie die erforderlichen Dateien ein.  

```
import (
	"context"
	"log"
	"time"

	"github.com/aws/aws-sdk-go-v2/config"
	"github.com/aws/aws-sdk-go-v2/service/cloudwatchlogs"
	"github.com/aws/aws-sdk-go-v2/service/cloudwatchlogs/types"
)
```
Bearbeiten Sie die Ereignisse aus der Live-Tail-Sitzung.  

```
func handleEventStreamAsync(stream *cloudwatchlogs.StartLiveTailEventStream) {
	eventsChan := stream.Events()
	for {
		event := <-eventsChan
		switch e := event.(type) {
		case *types.StartLiveTailResponseStreamMemberSessionStart:
			log.Println("Received SessionStart event")
		case *types.StartLiveTailResponseStreamMemberSessionUpdate:
			for _, logEvent := range e.Value.SessionResults {
				log.Println(*logEvent.Message)
			}
		default:
			// Handle on-stream exceptions
			if err := stream.Err(); err != nil {
				log.Fatalf("Error occured during streaming: %v", err)
			} else if event == nil {
				log.Println("Stream is Closed")
				return
			} else {
				log.Fatalf("Unknown event type: %T", e)
			}
		}
	}
}
```
Starten Sie die Live-Tail-Sitzung.  

```
	cfg, err := config.LoadDefaultConfig(context.TODO())
	if err != nil {
		panic("configuration error, " + err.Error())
	}
	client := cloudwatchlogs.NewFromConfig(cfg)

	request := &cloudwatchlogs.StartLiveTailInput{
		LogGroupIdentifiers:   logGroupIdentifiers,
		LogStreamNames:        logStreamNames,
		LogEventFilterPattern: logEventFilterPattern,
	}

	response, err := client.StartLiveTail(context.TODO(), request)
	// Handle pre-stream Exceptions
	if err != nil {
		log.Fatalf("Failed to start streaming: %v", err)
	}

	// Start a Goroutine to handle events over stream
	stream := response.GetStream()
	go handleEventStreamAsync(stream)
```
Beenden Sie die Live-Tail-Sitzung nach Ablauf einer gewissen Zeit.  

```
	// Close the stream (which ends the session) after a timeout
	time.Sleep(10 * time.Second)
	stream.Close()
	log.Println("Event stream closed")
```
+  Einzelheiten zur API finden Sie [StartLiveTail](https://pkg.go.dev/github.com/aws/aws-sdk-go-v2/service/cloudwatchlogs#Client.StartLiveTail)in der *AWS SDK für Go API-Referenz*. 

------
#### [ Java ]

**SDK für Java 2.x**  
Binden Sie die erforderlichen Dateien ein.  

```
import io.reactivex.FlowableSubscriber;
import io.reactivex.annotations.NonNull;
import org.reactivestreams.Subscription;
import software.amazon.awssdk.auth.credentials.ProfileCredentialsProvider;
import software.amazon.awssdk.services.cloudwatchlogs.CloudWatchLogsAsyncClient;
import software.amazon.awssdk.services.cloudwatchlogs.model.LiveTailSessionLogEvent;
import software.amazon.awssdk.services.cloudwatchlogs.model.LiveTailSessionStart;
import software.amazon.awssdk.services.cloudwatchlogs.model.LiveTailSessionUpdate;
import software.amazon.awssdk.services.cloudwatchlogs.model.StartLiveTailRequest;
import software.amazon.awssdk.services.cloudwatchlogs.model.StartLiveTailResponseHandler;
import software.amazon.awssdk.services.cloudwatchlogs.model.CloudWatchLogsException;
import software.amazon.awssdk.services.cloudwatchlogs.model.StartLiveTailResponseStream;

import java.util.Date;
import java.util.List;
import java.util.concurrent.atomic.AtomicReference;
```
Bearbeiten Sie die Ereignisse aus der Live-Tail-Sitzung.  

```
    private static StartLiveTailResponseHandler getStartLiveTailResponseStreamHandler(
            AtomicReference<Subscription> subscriptionAtomicReference) {
        return StartLiveTailResponseHandler.builder()
            .onResponse(r -> System.out.println("Received initial response"))
            .onError(throwable -> {
                CloudWatchLogsException e = (CloudWatchLogsException) throwable.getCause();
                System.err.println(e.awsErrorDetails().errorMessage());
                System.exit(1);
            })
            .subscriber(() -> new FlowableSubscriber<>() {
                @Override
                public void onSubscribe(@NonNull Subscription s) {
                    subscriptionAtomicReference.set(s);
                    s.request(Long.MAX_VALUE);
                }

                @Override
                public void onNext(StartLiveTailResponseStream event) {
                    if (event instanceof LiveTailSessionStart) {
                        LiveTailSessionStart sessionStart = (LiveTailSessionStart) event;
                        System.out.println(sessionStart);
                    } else if (event instanceof LiveTailSessionUpdate) {
                        LiveTailSessionUpdate sessionUpdate = (LiveTailSessionUpdate) event;
                        List<LiveTailSessionLogEvent> logEvents = sessionUpdate.sessionResults();
                        logEvents.forEach(e -> {
                            long timestamp = e.timestamp();
                            Date date = new Date(timestamp);
                            System.out.println("[" + date + "] " + e.message());
                        });
                    } else {
                        throw CloudWatchLogsException.builder().message("Unknown event type").build();
                    }
                }

                @Override
                public void onError(Throwable throwable) {
                    System.out.println(throwable.getMessage());
                    System.exit(1);
                }

                @Override
                public void onComplete() {
                    System.out.println("Completed Streaming Session");
                }
            })
            .build();
    }
```
Starten Sie die Live-Tail-Sitzung.  

```
        CloudWatchLogsAsyncClient cloudWatchLogsAsyncClient =
                CloudWatchLogsAsyncClient.builder()
                    .credentialsProvider(ProfileCredentialsProvider.create())
                    .build();

        StartLiveTailRequest request =
                StartLiveTailRequest.builder()
                    .logGroupIdentifiers(logGroupIdentifiers)
                    .logStreamNames(logStreamNames)
                    .logEventFilterPattern(logEventFilterPattern)
                    .build();

        /* Create a reference to store the subscription */ 
        final AtomicReference<Subscription> subscriptionAtomicReference = new AtomicReference<>(null);

        cloudWatchLogsAsyncClient.startLiveTail(request, getStartLiveTailResponseStreamHandler(subscriptionAtomicReference));
```
Beenden Sie die Live-Tail-Sitzung nach Ablauf einer gewissen Zeit.  

```
        /* Set a timeout for the session and cancel the subscription. This will:
         * 1). Close the stream
         * 2). Stop the Live Tail session
         */
        try {
            Thread.sleep(10000);
        } catch (InterruptedException e) {
            throw new RuntimeException(e);
        }
        if (subscriptionAtomicReference.get() != null) {
            subscriptionAtomicReference.get().cancel();
            System.out.println("Subscription to stream closed");
        }
```
+  Einzelheiten zur API finden Sie [StartLiveTail](https://docs.aws.amazon.com/goto/SdkForJavaV2/logs-2014-03-28/StartLiveTail)in der *AWS SDK for Java 2.x API-Referenz*. 

------
#### [ JavaScript ]

**SDK für JavaScript (v3)**  
Binden Sie die erforderlichen Dateien ein.  

```
import { CloudWatchLogsClient, StartLiveTailCommand } from "@aws-sdk/client-cloudwatch-logs";
```
Bearbeiten Sie die Ereignisse aus der Live-Tail-Sitzung.  

```
async function handleResponseAsync(response) {
    try {
      for await (const event of response.responseStream) {
        if (event.sessionStart !== undefined) {
          console.log(event.sessionStart);
        } else if (event.sessionUpdate !== undefined) {
          for (const logEvent of event.sessionUpdate.sessionResults) {
            const timestamp = logEvent.timestamp;
            const date = new Date(timestamp);
            console.log("[" + date + "] " + logEvent.message);
          } 
        } else {
            console.error("Unknown event type");
        }
      }
    } catch (err) {  
        // On-stream exceptions are captured here
        console.error(err)
    }
}
```
Starten Sie die Live-Tail-Sitzung.  

```
    const client = new CloudWatchLogsClient();

    const command = new StartLiveTailCommand({
        logGroupIdentifiers: logGroupIdentifiers,
        logStreamNames: logStreamNames,
        logEventFilterPattern: filterPattern
    });
    try{
        const response = await client.send(command);
        handleResponseAsync(response);
    } catch (err){
        // Pre-stream exceptions are captured here
        console.log(err);
    }
```
Beenden Sie die Live-Tail-Sitzung nach Ablauf einer gewissen Zeit.  

```
    /* Set a timeout to close the client. This will stop the Live Tail session. */
    setTimeout(function() {
        console.log("Client timeout");
        client.destroy();
      }, 10000);
```
+  Einzelheiten zur API finden Sie [StartLiveTail](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/cloudwatch-logs/command/StartLiveTailCommand)in der *AWS SDK für JavaScript API-Referenz*. 

------
#### [ Kotlin ]

**SDK für Kotlin**  
Binden Sie die erforderlichen Dateien ein.  

```
import aws.sdk.kotlin.services.cloudwatchlogs.CloudWatchLogsClient
import aws.sdk.kotlin.services.cloudwatchlogs.model.StartLiveTailRequest
import aws.sdk.kotlin.services.cloudwatchlogs.model.StartLiveTailResponseStream
import kotlinx.coroutines.flow.takeWhile
```
Starten Sie die Live-Tail-Sitzung.  

```
    val client = CloudWatchLogsClient.fromEnvironment()

    val request = StartLiveTailRequest {
        logGroupIdentifiers = logGroupIdentifiersVal
        logStreamNames = logStreamNamesVal
        logEventFilterPattern = logEventFilterPatternVal
    }

    val startTime = System.currentTimeMillis()

    try {
        client.startLiveTail(request) { response ->
            val stream = response.responseStream
            if (stream != null) {
                /* Set a timeout to unsubcribe from the flow. This will:
                * 1). Close the stream
                * 2). Stop the Live Tail session
                */
                stream.takeWhile { System.currentTimeMillis() - startTime < 10000 }.collect { value ->
                    if (value is StartLiveTailResponseStream.SessionStart) {
                        println(value.asSessionStart())
                    } else if (value is StartLiveTailResponseStream.SessionUpdate) {
                        for (e in value.asSessionUpdate().sessionResults!!) {
                            println(e)
                        }
                    } else {
                        throw IllegalArgumentException("Unknown event type")
                    }
                }
            } else {
                throw IllegalArgumentException("No response stream")
            }
        }
    } catch (e: Exception) {
        println("Exception occurred during StartLiveTail: $e")
        System.exit(1)
    }
```
+  Einzelheiten zur API finden Sie [StartLiveTail](https://sdk.amazonaws.com/kotlin/api/latest/index.html)in der *API-Referenz zum AWS SDK für Kotlin*. 

------
#### [ Python ]

**SDK für Python (Boto3)**  
Binden Sie die erforderlichen Dateien ein.  

```
import boto3 
import time
from datetime import datetime
```
Starten Sie die Live-Tail-Sitzung.  

```
    # Initialize the client
    client = boto3.client('logs')

    start_time = time.time()

    try:
        response = client.start_live_tail(
            logGroupIdentifiers=log_group_identifiers,
            logStreamNames=log_streams,
            logEventFilterPattern=filter_pattern
        )
        event_stream = response['responseStream']
        # Handle the events streamed back in the response
        for event in event_stream:
            # Set a timeout to close the stream.
            # This will end the Live Tail session.
            if (time.time() - start_time >= 10):
                event_stream.close()
                break
            # Handle when session is started
            if 'sessionStart' in event:
                session_start_event = event['sessionStart']
                print(session_start_event)
            # Handle when log event is given in a session update
            elif 'sessionUpdate' in event:
                log_events = event['sessionUpdate']['sessionResults']
                for log_event in log_events:
                    print('[{date}] {log}'.format(date=datetime.fromtimestamp(log_event['timestamp']/1000),log=log_event['message']))
            else:
                # On-stream exceptions are captured here
                raise RuntimeError(str(event))
    except Exception as e:
        print(e)
```
+  Einzelheiten zur API finden Sie [StartLiveTail](https://docs.aws.amazon.com/goto/boto3/logs-2014-03-28/StartLiveTail)in *AWS SDK for Python (Boto3) API* Reference. 

------

# Mit `StartQuery` einem SDK verwenden AWS
<a name="cloudwatch-logs_example_cloudwatch-logs_StartQuery_section"></a>

Die folgenden Code-Beispiele zeigen, wie `StartQuery` verwendet wird.

Beispiele für Aktionen sind Codeauszüge aus größeren Programmen und müssen im Kontext ausgeführt werden. Im folgenden Codebeispiel können Sie diese Aktion im Kontext sehen: 
+  [Ausführen einer umfangreichen Abfrage](cloudwatch-logs_example_cloudwatch-logs_Scenario_BigQuery_section.md) 

------
#### [ .NET ]

**SDK für .NET (v4)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/dotnetv4/CloudWatchLogs/LargeQuery#code-examples) einrichten und ausführen. 

```
    /// <summary>
    /// Starts a CloudWatch Logs Insights query.
    /// </summary>
    /// <param name="logGroupName">The name of the log group to query.</param>
    /// <param name="queryString">The CloudWatch Logs Insights query string.</param>
    /// <param name="startTime">The start time for the query (seconds since epoch).</param>
    /// <param name="endTime">The end time for the query (seconds since epoch).</param>
    /// <param name="limit">The maximum number of results to return.</param>
    /// <returns>The query ID if successful, null otherwise.</returns>
    public async Task<string?> StartQueryAsync(
        string logGroupName,
        string queryString,
        long startTime,
        long endTime,
        int limit = 10000)
    {
        try
        {
            var request = new StartQueryRequest
            {
                LogGroupName = logGroupName,
                QueryString = queryString,
                StartTime = startTime,
                EndTime = endTime,
                Limit = limit
            };

            var response = await _amazonCloudWatchLogs.StartQueryAsync(request);
            return response.QueryId;
        }
        catch (InvalidParameterException ex)
        {
            _logger.LogError($"Invalid parameter for query: {ex.Message}");
            return null;
        }
        catch (ResourceNotFoundException ex)
        {
            _logger.LogError($"Log group not found: {ex.Message}");
            return null;
        }
        catch (Exception ex)
        {
            _logger.LogError($"An error occurred while starting query: {ex.Message}");
            return null;
        }
    }
```
+  Einzelheiten zur API finden Sie [StartQuery](https://docs.aws.amazon.com/goto/DotNetSDKV4/logs-2014-03-28/StartQuery)in der *AWS SDK für .NET API-Referenz*. 

------
#### [ JavaScript ]

**SDK für JavaScript (v3)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascriptv3/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
  /**
   * Wrapper for the StartQueryCommand. Uses a static query string
   * for consistency.
   * @param {[Date, Date]} dateRange
   * @param {number} maxLogs
   * @returns {Promise<{ queryId: string }>}
   */
  async _startQuery([startDate, endDate], maxLogs = 10000) {
    try {
      return await this.client.send(
        new StartQueryCommand({
          logGroupNames: this.logGroupNames,
          queryString: "fields @timestamp, @message | sort @timestamp asc",
          startTime: startDate.valueOf(),
          endTime: endDate.valueOf(),
          limit: maxLogs,
        }),
      );
    } catch (err) {
      /** @type {string} */
      const message = err.message;
      if (message.startsWith("Query's end date and time")) {
        // This error indicates that the query's start or end date occur
        // before the log group was created.
        throw new DateOutOfBoundsError(message);
      }

      throw err;
    }
  }
```
+  Einzelheiten zur API finden Sie [StartQuery](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/cloudwatch-logs/command/StartQueryCommand)in der *AWS SDK für JavaScript API-Referenz*. 

------
#### [ Python ]

**SDK für Python (Boto3)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/python/example_code/cloudwatch-logs#code-examples) einrichten und ausführen. 

```
    def perform_query(self, date_range):
        """
        Performs the actual CloudWatch log query.

        :param date_range: A tuple representing the start and end datetime for the query.
        :type date_range: tuple
        :return: A list containing the query results.
        :rtype: list
        """
        client = boto3.client("logs")
        try:
            try:
                start_time = round(
                    self.date_utilities.convert_iso8601_to_unix_timestamp(date_range[0])
                )
                end_time = round(
                    self.date_utilities.convert_iso8601_to_unix_timestamp(date_range[1])
                )
                response = client.start_query(
                    logGroupName=self.log_group,
                    startTime=start_time,
                    endTime=end_time,
                    queryString=self.query_string,
                    limit=self.limit,
                )
                query_id = response["queryId"]
            except client.exceptions.ResourceNotFoundException as e:
                raise DateOutOfBoundsError(f"Resource not found: {e}")
            while True:
                time.sleep(1)
                results = client.get_query_results(queryId=query_id)
                if results["status"] in [
                    "Complete",
                    "Failed",
                    "Cancelled",
                    "Timeout",
                    "Unknown",
                ]:
                    return results.get("results", [])
        except DateOutOfBoundsError:
            return []

    def _initiate_query(self, client, date_range, max_logs):
        """
        Initiates the CloudWatch logs query.

        :param date_range: A tuple representing the start and end datetime for the query.
        :type date_range: tuple
        :param max_logs: The maximum number of logs to retrieve.
        :type max_logs: int
        :return: The query ID as a string.
        :rtype: str
        """
        try:
            start_time = round(
                self.date_utilities.convert_iso8601_to_unix_timestamp(date_range[0])
            )
            end_time = round(
                self.date_utilities.convert_iso8601_to_unix_timestamp(date_range[1])
            )
            response = client.start_query(
                logGroupName=self.log_group,
                startTime=start_time,
                endTime=end_time,
                queryString=self.query_string,
                limit=max_logs,
            )
            return response["queryId"]
        except client.exceptions.ResourceNotFoundException as e:
            raise DateOutOfBoundsError(f"Resource not found: {e}")
```
+  Einzelheiten zur API finden Sie [StartQuery](https://docs.aws.amazon.com/goto/boto3/logs-2014-03-28/StartQuery)in *AWS SDK for Python (Boto3) API* Reference. 

------
#### [ SAP ABAP ]

**SDK für SAP ABAP**  
 Es gibt noch mehr dazu. GitHub Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/sap-abap/services/cwl#code-examples) einrichten und ausführen. 

```
    TRY.
        " iv_log_group_name = '/aws/lambda/my-function'
        " iv_query_string = 'fields @timestamp, @message | sort @timestamp desc | limit 20'
        " iv_start_time and iv_end_time must be in Unix epoch milliseconds (ms since Jan 1, 1970 00:00:00 UTC)
        oo_result = lo_cwl->startquery(
          iv_loggroupname = iv_log_group_name
          iv_starttime    = iv_start_time
          iv_endtime      = iv_end_time
          iv_querystring  = iv_query_string
          iv_limit        = iv_limit ).
        
        " Display the query ID for tracking
        DATA(lv_query_id) = oo_result->get_queryid( ).
        MESSAGE |Query started successfully with ID: { lv_query_id }| TYPE 'I'.
      CATCH /aws1/cx_cwlinvalidparameterex.
        MESSAGE 'Invalid parameter.' TYPE 'E'.
      CATCH /aws1/cx_cwllimitexceededex.
        MESSAGE 'Limit exceeded.' TYPE 'E'.
      CATCH /aws1/cx_cwlmalformedqueryex.
        MESSAGE 'Malformed query.' TYPE 'E'.
      CATCH /aws1/cx_cwlresourcenotfoundex.
        MESSAGE 'Resource not found.' TYPE 'E'.
      CATCH /aws1/cx_cwlserviceunavailex.
        MESSAGE 'Service unavailable.' TYPE 'E'.
    ENDTRY.
```
+  Einzelheiten zur API finden Sie [StartQuery](https://docs.aws.amazon.com/sdk-for-sap-abap/v1/api/latest/index.html)in der *API-Referenz zum AWS SDK für SAP ABAP*. 

------

# Szenarien für CloudWatch Protokolle mit AWS SDKs
<a name="cloudwatch-logs_code_examples_scenarios"></a>

Die folgenden Codebeispiele zeigen Ihnen, wie Sie allgemeine Szenarien in CloudWatch Logs with implementieren AWS SDKs. Diese Szenarien zeigen Ihnen, wie Sie bestimmte Aufgaben ausführen können, indem Sie mehrere Funktionen in CloudWatch Logs aufrufen oder mit anderen kombinieren AWS-Services. Jedes Szenario enthält einen Link zum vollständigen Quell-Code, wo Sie Anleitungen zum Einrichten und Ausführen des Codes finden. 

Szenarien zielen auf eine mittlere Erfahrungsebene ab, um Ihnen zu helfen, Service-Aktionen im Kontext zu verstehen.

**Topics**
+ [Ausführen einer umfangreichen Abfrage](cloudwatch-logs_example_cloudwatch-logs_Scenario_BigQuery_section.md)
+ [Verwendung geplanter Ereignisse zum Aufrufen einer Lambda-Funktion](cloudwatch-logs_example_cross_LambdaScheduledEvents_section.md)

# Verwenden Sie CloudWatch Logs, um eine umfangreiche Abfrage auszuführen
<a name="cloudwatch-logs_example_cloudwatch-logs_Scenario_BigQuery_section"></a>

Die folgenden Codebeispiele zeigen, wie CloudWatch Logs verwendet werden kann, um mehr als 10.000 Datensätze abzufragen.

------
#### [ .NET ]

**SDK für .NET (v4)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/dotnetv4/CloudWatchLogs/LargeQuery#code-examples) einrichten und ausführen. 
Dies ist der Hauptworkflow, der das Szenario mit großen Abfragen demonstriert.  

```
using System.Diagnostics;
using System.Text.RegularExpressions;
using Amazon.CloudFormation;
using Amazon.CloudFormation.Model;
using Amazon.CloudWatchLogs;
using Amazon.CloudWatchLogs.Model;
using CloudWatchLogsActions;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.Extensions.Hosting;
using Microsoft.Extensions.Logging;

namespace CloudWatchLogsScenario;

public class LargeQueryWorkflow
{
    /*
    Before running this .NET code example, set up your development environment, including your credentials.
    This .NET code example performs the following tasks for the CloudWatch Logs Large Query workflow:

    1. Prepare the Application:
       - Prompt the user to deploy CloudFormation stack and generate sample logs.
       - Deploy the CloudFormation template for resource creation.
       - Generate 50,000 sample log entries using CloudWatch Logs API.
       - Wait 5 minutes for logs to be fully ingested.

    2. Execute Large Query:
       - Perform recursive queries to retrieve all logs using binary search.
       - Display progress for each query executed.
       - Show total execution time and logs found.

    3. Clean up:
       - Prompt the user to delete the CloudFormation stack and all resources.
       - Destroy the CloudFormation stack and wait until removed.
    */

    public static ILogger<LargeQueryWorkflow> _logger = null!;
    public static CloudWatchLogsWrapper _wrapper = null!;
    public static IAmazonCloudFormation _amazonCloudFormation = null!;

    private static string _logGroupName = "/workflows/cloudwatch-logs/large-query";
    private static string _logStreamName = "stream1";
    private static long _queryStartDate;
    private static long _queryEndDate;

    public static bool _interactive = true;
    public static string _stackName = "CloudWatchLargeQueryStack";
    private static string _stackResourcePath = "../../../../../../../scenarios/features/cloudwatch_logs_large_query/resources/stack.yaml";

    public static async Task Main(string[] args)
    {
        using var host = Host.CreateDefaultBuilder(args)
            .ConfigureLogging(logging =>
                logging.AddFilter("System", LogLevel.Debug)
                    .AddFilter("Microsoft", LogLevel.Information))
            .ConfigureServices((_, services) =>
                services.AddAWSService<IAmazonCloudWatchLogs>()
                    .AddAWSService<IAmazonCloudFormation>()
                    .AddTransient<CloudWatchLogsWrapper>()
            )
            .Build();

        if (_interactive)
        {
            _logger = LoggerFactory.Create(builder => { builder.AddConsole(); })
                .CreateLogger<LargeQueryWorkflow>();

            _wrapper = host.Services.GetRequiredService<CloudWatchLogsWrapper>();
            _amazonCloudFormation = host.Services.GetRequiredService<IAmazonCloudFormation>();
        }

        Console.WriteLine(new string('-', 80));
        Console.WriteLine("Welcome to the CloudWatch Logs Large Query Scenario.");
        Console.WriteLine(new string('-', 80));
        Console.WriteLine("This scenario demonstrates how to perform large-scale queries on");
        Console.WriteLine("CloudWatch Logs using recursive binary search to retrieve more than");
        Console.WriteLine("the 10,000 result limit.");
        Console.WriteLine();

        try
        {
            Console.WriteLine(new string('-', 80));
            var prepareSuccess = await PrepareApplication();
            Console.WriteLine(new string('-', 80));

            if (prepareSuccess)
            {
                Console.WriteLine(new string('-', 80));
                await ExecuteLargeQuery();
                Console.WriteLine(new string('-', 80));
            }

            Console.WriteLine(new string('-', 80));
            await Cleanup();
            Console.WriteLine(new string('-', 80));
        }
        catch (Exception ex)
        {
            _logger.LogError(ex, "There was a problem with the scenario, initiating cleanup...");
            _interactive = false;
            await Cleanup();
        }

        Console.WriteLine("CloudWatch Logs Large Query scenario completed.");
    }

    /// <summary>
    /// Runs the scenario workflow. Used for testing.
    /// </summary>
    public static async Task RunScenario()
    {
        Console.WriteLine(new string('-', 80));
        Console.WriteLine("Welcome to the CloudWatch Logs Large Query Scenario.");
        Console.WriteLine(new string('-', 80));
        Console.WriteLine("This scenario demonstrates how to perform large-scale queries on");
        Console.WriteLine("CloudWatch Logs using recursive binary search to retrieve more than");
        Console.WriteLine("the 10,000 result limit.");
        Console.WriteLine();

        try
        {
            Console.WriteLine(new string('-', 80));
            var prepareSuccess = await PrepareApplication();
            Console.WriteLine(new string('-', 80));

            if (prepareSuccess)
            {
                Console.WriteLine(new string('-', 80));
                await ExecuteLargeQuery();
                Console.WriteLine(new string('-', 80));
            }

            Console.WriteLine(new string('-', 80));
            await Cleanup();
            Console.WriteLine(new string('-', 80));
        }
        catch (Exception ex)
        {
            _logger.LogError(ex, "There was a problem with the scenario, initiating cleanup...");
            _interactive = false;
            await Cleanup();
        }

        Console.WriteLine("CloudWatch Logs Large Query scenario completed.");
    }

    /// <summary>
    /// Prepares the application by creating the necessary resources.
    /// </summary>
    /// <returns>True if the application was prepared successfully.</returns>
    public static async Task<bool> PrepareApplication()
    {
        Console.WriteLine("Preparing the application...");
        Console.WriteLine();

        try
        {
            var deployStack = !_interactive || GetYesNoResponse(
                "Would you like to deploy the CloudFormation stack and generate sample logs? (y/n) ");

            if (deployStack)
            {
                if (_interactive)
                {
                    Console.Write(
                        $"Enter a path for the CloudFormation stack resource .yaml file (or press Enter for default '{_stackResourcePath}'): ");
                    string? inputPath = Console.ReadLine();
                    if (!string.IsNullOrWhiteSpace(inputPath))
                    {
                        _stackResourcePath = inputPath;
                    }
                }

                _stackName = PromptUserForStackName();

                var deploySuccess = await DeployCloudFormationStack(_stackName);

                if (deploySuccess)
                {
                    Console.WriteLine();
                    Console.WriteLine("Generating 50,000 sample log entries...");
                    var generateSuccess = await GenerateSampleLogs();

                    if (generateSuccess)
                    {
                        Console.WriteLine();
                        Console.WriteLine("Sample logs created. Waiting 5 minutes for logs to be fully ingested...");
                        await WaitWithCountdown(300);

                        Console.WriteLine("Application preparation complete.");
                        return true;
                    }
                }
            }
            else
            {
                _logGroupName = PromptUserForInput("Enter the log group name ", _logGroupName);
                _logStreamName = PromptUserForInput("Enter the log stream name ", _logStreamName);

                var startDateMs = PromptUserForLong("Enter the query start date (milliseconds since epoch): ");
                var endDateMs = PromptUserForLong("Enter the query end date (milliseconds since epoch): ");

                _queryStartDate = startDateMs / 1000;
                _queryEndDate = endDateMs / 1000;

                Console.WriteLine("Application preparation complete.");
                return true;
            }
        }
        catch (Exception ex)
        {
            _logger.LogError(ex, "An error occurred while preparing the application.");
        }

        Console.WriteLine("Application preparation failed.");
        return false;
    }

    /// <summary>
    /// Deploys the CloudFormation stack with the necessary resources.
    /// </summary>
    /// <param name="stackName">The name of the CloudFormation stack.</param>
    /// <returns>True if the stack was deployed successfully.</returns>
    private static async Task<bool> DeployCloudFormationStack(string stackName)
    {
        Console.WriteLine($"\nDeploying CloudFormation stack: {stackName}");

        try
        {
            var request = new CreateStackRequest
            {
                StackName = stackName,
                TemplateBody = await File.ReadAllTextAsync(_stackResourcePath)
            };

            var response = await _amazonCloudFormation.CreateStackAsync(request);

            if (response.HttpStatusCode == System.Net.HttpStatusCode.OK)
            {
                Console.WriteLine($"CloudFormation stack creation started: {stackName}");

                bool stackCreated = await WaitForStackCompletion(response.StackId);

                if (stackCreated)
                {
                    Console.WriteLine("CloudFormation stack created successfully.");
                    return true;
                }
                else
                {
                    _logger.LogError($"CloudFormation stack creation failed: {stackName}");
                    return false;
                }
            }
            else
            {
                _logger.LogError($"Failed to create CloudFormation stack: {stackName}");
                return false;
            }
        }
        catch (AlreadyExistsException)
        {
            _logger.LogWarning($"CloudFormation stack '{stackName}' already exists. Please provide a unique name.");
            var newStackName = PromptUserForStackName();
            return await DeployCloudFormationStack(newStackName);
        }
        catch (Exception ex)
        {
            _logger.LogError(ex, $"An error occurred while deploying the CloudFormation stack: {stackName}");
            return false;
        }
    }

    /// <summary>
    /// Waits for the CloudFormation stack to be in the CREATE_COMPLETE state.
    /// </summary>
    /// <param name="stackId">The ID of the CloudFormation stack.</param>
    /// <returns>True if the stack was created successfully.</returns>
    private static async Task<bool> WaitForStackCompletion(string stackId)
    {
        int retryCount = 0;
        const int maxRetries = 30;
        const int retryDelay = 10000;

        while (retryCount < maxRetries)
        {
            var describeStacksRequest = new DescribeStacksRequest
            {
                StackName = stackId
            };

            var describeStacksResponse = await _amazonCloudFormation.DescribeStacksAsync(describeStacksRequest);

            if (describeStacksResponse.Stacks.Count > 0)
            {
                if (describeStacksResponse.Stacks[0].StackStatus == StackStatus.CREATE_COMPLETE)
                {
                    return true;
                }
                if (describeStacksResponse.Stacks[0].StackStatus == StackStatus.CREATE_FAILED ||
                    describeStacksResponse.Stacks[0].StackStatus == StackStatus.ROLLBACK_COMPLETE)
                {
                    return false;
                }
            }

            Console.WriteLine("Waiting for CloudFormation stack creation to complete...");
            await Task.Delay(retryDelay);
            retryCount++;
        }

        _logger.LogError("Timed out waiting for CloudFormation stack creation to complete.");
        return false;
    }

    /// <summary>
    /// Generates sample logs directly using CloudWatch Logs API.
    /// Creates 50,000 log entries spanning 5 minutes.
    /// </summary>
    /// <returns>True if logs were generated successfully.</returns>
    private static async Task<bool> GenerateSampleLogs()
    {
        const int totalEntries = 50000;
        const int entriesPerBatch = 10000;
        const int fiveMinutesMs = 5 * 60 * 1000;

        try
        {
            // Calculate timestamps
            var startTimeMs = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
            var timestampIncrement = fiveMinutesMs / totalEntries;

            Console.WriteLine($"Generating {totalEntries} log entries...");

            var entryCount = 0;
            var currentTimestamp = startTimeMs;
            var numBatches = totalEntries / entriesPerBatch;

            // Generate and upload logs in batches
            for (int batchNum = 0; batchNum < numBatches; batchNum++)
            {
                var logEvents = new List<InputLogEvent>();

                for (int i = 0; i < entriesPerBatch; i++)
                {
                    logEvents.Add(new InputLogEvent
                    {
                        Timestamp = DateTimeOffset.FromUnixTimeMilliseconds(currentTimestamp).UtcDateTime,
                        Message = $"Entry {entryCount}"
                    });

                    entryCount++;
                    currentTimestamp += timestampIncrement;
                }

                // Upload batch
                var success = await _wrapper.PutLogEventsAsync(_logGroupName, _logStreamName, logEvents);
                if (!success)
                {
                    _logger.LogError($"Failed to upload batch {batchNum + 1}/{numBatches}");
                    return false;
                }

                Console.WriteLine($"Uploaded batch {batchNum + 1}/{numBatches}");
            }

            // Set query date range (convert milliseconds to seconds for query API)
            _queryStartDate = startTimeMs / 1000;
            _queryEndDate = (currentTimestamp - timestampIncrement) / 1000;

            Console.WriteLine($"Query start date: {DateTimeOffset.FromUnixTimeSeconds(_queryStartDate):yyyy-MM-ddTHH:mm:ss.fffZ}");
            Console.WriteLine($"Query end date: {DateTimeOffset.FromUnixTimeSeconds(_queryEndDate):yyyy-MM-ddTHH:mm:ss.fffZ}");
            Console.WriteLine($"Successfully uploaded {totalEntries} log entries");

            return true;
        }
        catch (Exception ex)
        {
            _logger.LogError(ex, "An error occurred while generating sample logs.");
            return false;
        }
    }

    /// <summary>
    /// Executes the large query workflow.
    /// </summary>
    public static async Task ExecuteLargeQuery()
    {
        Console.WriteLine("Starting recursive query to retrieve all logs...");
        Console.WriteLine();

        var queryLimit = PromptUserForInteger("Enter the query limit (max 10000) ", 10000);
        if (queryLimit > 10000) queryLimit = 10000;

        var queryString = "fields @timestamp, @message | sort @timestamp asc";

        var stopwatch = Stopwatch.StartNew();
        var allResults = await PerformLargeQuery(_logGroupName, queryString, _queryStartDate, _queryEndDate, queryLimit);
        stopwatch.Stop();

        Console.WriteLine();
        Console.WriteLine($"Queries finished in {stopwatch.Elapsed.TotalSeconds:F3} seconds.");
        Console.WriteLine($"Total logs found: {allResults.Count}");

        // Check for duplicates
        Console.WriteLine();
        Console.WriteLine("Checking for duplicate logs...");
        var duplicates = FindDuplicateLogs(allResults);
        if (duplicates.Count > 0)
        {
            Console.WriteLine($"WARNING: Found {duplicates.Count} duplicate log entries!");
            Console.WriteLine("Duplicate entries (showing first 10):");
            foreach (var dup in duplicates.Take(10))
            {
                Console.WriteLine($"  [{dup.Timestamp}] {dup.Message} (appears {dup.Count} times)");
            }

            var uniqueCount = allResults.Count - duplicates.Sum(d => d.Count - 1);
            Console.WriteLine($"Unique logs: {uniqueCount}");
        }
        else
        {
            Console.WriteLine("No duplicates found. All logs are unique.");
        }
        Console.WriteLine();

        var viewSample = !_interactive || GetYesNoResponse("Would you like to see a sample of the logs? (y/n) ");
        if (viewSample)
        {
            Console.WriteLine();
            Console.WriteLine($"Sample logs (first 10 of {allResults.Count}):");
            for (int i = 0; i < Math.Min(10, allResults.Count); i++)
            {
                var timestamp = allResults[i].Find(f => f.Field == "@timestamp")?.Value ?? "N/A";
                var message = allResults[i].Find(f => f.Field == "@message")?.Value ?? "N/A";
                Console.WriteLine($"[{timestamp}] {message}");
            }
        }
    }

    /// <summary>
    /// Performs a large query using recursive binary search.
    /// </summary>
    private static async Task<List<List<ResultField>>> PerformLargeQuery(
        string logGroupName,
        string queryString,
        long startTime,
        long endTime,
        int limit)
    {
        var queryId = await _wrapper.StartQueryAsync(logGroupName, queryString, startTime, endTime, limit);
        if (queryId == null)
        {
            return new List<List<ResultField>>();
        }

        var results = await PollQueryResults(queryId);
        if (results == null || results.Count == 0)
        {
            return new List<List<ResultField>>();
        }

        var startDate = DateTimeOffset.FromUnixTimeSeconds(startTime).ToString("yyyy-MM-ddTHH:mm:ss.fffZ");
        var endDate = DateTimeOffset.FromUnixTimeSeconds(endTime).ToString("yyyy-MM-ddTHH:mm:ss.fffZ");
        Console.WriteLine($"Query date range: {startDate} ({startTime}s) to {endDate} ({endTime}s). Found {results.Count} logs.");

        if (results.Count < limit)
        {
            Console.WriteLine($"  -> Returning {results.Count} logs (less than limit of {limit})");
            return results;
        }

        Console.WriteLine($"  -> Hit limit of {limit}. Need to split and recurse.");

        // Get the timestamp of the last log (sorted to find the actual last one)
        var lastLogTimestamp = GetLastLogTimestamp(results);
        if (lastLogTimestamp == null)
        {
            Console.WriteLine($"  -> No timestamp found in results. Returning {results.Count} logs.");
            return results;
        }

        Console.WriteLine($"  -> Last log timestamp: {lastLogTimestamp}");

        // Parse the timestamp and add 1 millisecond to avoid querying the same log again
        var lastLogDate = DateTimeOffset.Parse(lastLogTimestamp + " +0000");
        Console.WriteLine($"  -> Last log as DateTimeOffset: {lastLogDate:yyyy-MM-ddTHH:mm:ss.fffZ} ({lastLogDate.ToUnixTimeSeconds()}s)");

        var offsetLastLogDate = lastLogDate.AddMilliseconds(1);
        Console.WriteLine($"  -> Offset timestamp (last + 1ms): {offsetLastLogDate:yyyy-MM-ddTHH:mm:ss.fffZ} ({offsetLastLogDate.ToUnixTimeSeconds()}s)");

        // Convert to seconds, but round UP to the next second to avoid overlapping with logs in the same second
        // This ensures we don't re-query logs that share the same second as the last log
        var offsetLastLogTime = offsetLastLogDate.ToUnixTimeSeconds();
        if (offsetLastLogDate.Millisecond > 0)
        {
            offsetLastLogTime++; // Move to the next full second
            Console.WriteLine($"  -> Adjusted to next full second: {offsetLastLogTime}s ({DateTimeOffset.FromUnixTimeSeconds(offsetLastLogTime):yyyy-MM-ddTHH:mm:ss.fffZ})");
        }

        Console.WriteLine($"  -> Comparing: offsetLastLogTime={offsetLastLogTime}s vs endTime={endTime}s");
        Console.WriteLine($"  -> End time as date: {DateTimeOffset.FromUnixTimeSeconds(endTime):yyyy-MM-ddTHH:mm:ss.fffZ}");

        // Check if there's any time range left to query
        if (offsetLastLogTime >= endTime)
        {
            Console.WriteLine($"  -> No time range left to query. Offset time ({offsetLastLogTime}s) >= end time ({endTime}s)");
            return results;
        }

        // Split the remaining date range in half
        var (range1Start, range1End, range2Start, range2End) = SplitDateRange(offsetLastLogTime, endTime);

        var range1StartDate = DateTimeOffset.FromUnixTimeSeconds(range1Start).ToString("yyyy-MM-ddTHH:mm:ss.fffZ");
        var range1EndDate = DateTimeOffset.FromUnixTimeSeconds(range1End).ToString("yyyy-MM-ddTHH:mm:ss.fffZ");
        var range2StartDate = DateTimeOffset.FromUnixTimeSeconds(range2Start).ToString("yyyy-MM-ddTHH:mm:ss.fffZ");
        var range2EndDate = DateTimeOffset.FromUnixTimeSeconds(range2End).ToString("yyyy-MM-ddTHH:mm:ss.fffZ");

        Console.WriteLine($"  -> Splitting remaining range:");
        Console.WriteLine($"     Range 1: {range1StartDate} ({range1Start}s) to {range1EndDate} ({range1End}s)");
        Console.WriteLine($"     Range 2: {range2StartDate} ({range2Start}s) to {range2EndDate} ({range2End}s)");

        // Query both halves recursively
        Console.WriteLine($"  -> Querying range 1...");
        var results1 = await PerformLargeQuery(logGroupName, queryString, range1Start, range1End, limit);
        Console.WriteLine($"  -> Range 1 returned {results1.Count} logs");

        Console.WriteLine($"  -> Querying range 2...");
        var results2 = await PerformLargeQuery(logGroupName, queryString, range2Start, range2End, limit);
        Console.WriteLine($"  -> Range 2 returned {results2.Count} logs");

        // Combine all results
        var allResults = new List<List<ResultField>>(results);
        allResults.AddRange(results1);
        allResults.AddRange(results2);

        Console.WriteLine($"  -> Combined total: {allResults.Count} logs ({results.Count} + {results1.Count} + {results2.Count})");

        return allResults;
    }

    /// <summary>
    /// Gets the timestamp string of the most recent log from a list of logs.
    /// Sorts timestamps to find the actual last one.
    /// </summary>
    private static string? GetLastLogTimestamp(List<List<ResultField>> logs)
    {
        var timestamps = logs
            .Select(log => log.Find(f => f.Field == "@timestamp")?.Value)
            .Where(t => !string.IsNullOrEmpty(t))
            .OrderBy(t => t)
            .ToList();

        if (timestamps.Count == 0)
        {
            return null;
        }

        return timestamps[timestamps.Count - 1];
    }

    /// <summary>
    /// Splits a date range in half.
    /// Range 2 starts at midpoint + 1 second to avoid overlap.
    /// </summary>
    private static (long range1Start, long range1End, long range2Start, long range2End) SplitDateRange(long startTime, long endTime)
    {
        var midpoint = startTime + (endTime - startTime) / 2;
        // Range 2 starts at midpoint + 1 to avoid querying the same second twice
        return (startTime, midpoint, midpoint + 1, endTime);
    }

    /// <summary>
    /// Polls for query results until complete.
    /// </summary>
    private static async Task<List<List<ResultField>>?> PollQueryResults(string queryId)
    {
        int retryCount = 0;
        const int maxRetries = 60;
        const int retryDelay = 1000;

        while (retryCount < maxRetries)
        {
            var response = await _wrapper.GetQueryResultsAsync(queryId);
            if (response == null)
            {
                return null;
            }

            if (response.Status == QueryStatus.Complete)
            {
                return response.Results;
            }

            if (response.Status == QueryStatus.Failed ||
                response.Status == QueryStatus.Cancelled ||
                response.Status == QueryStatus.Timeout ||
                response.Status == QueryStatus.Unknown)
            {
                _logger.LogError($"Query failed with status: {response.Status}");
                return null;
            }

            await Task.Delay(retryDelay);
            retryCount++;
        }

        _logger.LogError("Timed out waiting for query results.");
        return null;
    }

    /// <summary>
    /// Cleans up the resources created during the scenario.
    /// </summary>
    public static async Task<bool> Cleanup()
    {
        var cleanup = !_interactive || GetYesNoResponse(
            "Do you want to delete the CloudFormation stack and all resources? (y/n) ");

        if (cleanup)
        {
            try
            {
                var stackDeleteSuccess = await DeleteCloudFormationStack(_stackName, false);
                return stackDeleteSuccess;
            }
            catch (Exception ex)
            {
                _logger.LogError(ex, "An error occurred while cleaning up the resources.");
                return false;
            }
        }

        Console.WriteLine($"Resources will remain. Stack name: {_stackName}, Log group: {_logGroupName}");
        _logger.LogInformation("CloudWatch Logs Large Query scenario is complete.");
        return true;
    }

    /// <summary>
    /// Deletes the CloudFormation stack and waits for confirmation.
    /// </summary>
    private static async Task<bool> DeleteCloudFormationStack(string stackName, bool forceDelete)
    {
        var request = new DeleteStackRequest
        {
            StackName = stackName,
        };

        if (forceDelete)
        {
            request.DeletionMode = DeletionMode.FORCE_DELETE_STACK;
        }

        await _amazonCloudFormation.DeleteStackAsync(request);
        Console.WriteLine($"CloudFormation stack '{stackName}' is being deleted. This may take a few minutes.");

        bool stackDeleted = await WaitForStackDeletion(stackName, forceDelete);

        if (stackDeleted)
        {
            Console.WriteLine($"CloudFormation stack '{stackName}' has been deleted.");
            return true;
        }
        else
        {
            _logger.LogError($"Failed to delete CloudFormation stack '{stackName}'.");
            return false;
        }
    }

    /// <summary>
    /// Waits for the stack to be deleted.
    /// </summary>
    private static async Task<bool> WaitForStackDeletion(string stackName, bool forceDelete)
    {
        int retryCount = 0;
        const int maxRetries = 30;
        const int retryDelay = 10000;

        while (retryCount < maxRetries)
        {
            var describeStacksRequest = new DescribeStacksRequest
            {
                StackName = stackName
            };

            try
            {
                var describeStacksResponse = await _amazonCloudFormation.DescribeStacksAsync(describeStacksRequest);

                if (describeStacksResponse.Stacks.Count == 0 ||
                    describeStacksResponse.Stacks[0].StackStatus == StackStatus.DELETE_COMPLETE)
                {
                    return true;
                }

                if (!forceDelete && describeStacksResponse.Stacks[0].StackStatus == StackStatus.DELETE_FAILED)
                {
                    return await DeleteCloudFormationStack(stackName, true);
                }
            }
            catch (AmazonCloudFormationException ex) when (ex.ErrorCode == "ValidationError")
            {
                return true;
            }

            Console.WriteLine($"Waiting for CloudFormation stack '{stackName}' to be deleted...");
            await Task.Delay(retryDelay);
            retryCount++;
        }

        _logger.LogError($"Timed out waiting for CloudFormation stack '{stackName}' to be deleted.");
        return false;
    }

    /// <summary>
    /// Waits with a countdown display.
    /// </summary>
    private static async Task WaitWithCountdown(int seconds)
    {
        for (int i = seconds; i > 0; i--)
        {
            Console.Write($"\rWaiting: {i} seconds remaining...  ");
            await Task.Delay(1000);
        }
        Console.WriteLine("\rWait complete.                      ");
    }

    /// <summary>
    /// Helper method to get a yes or no response from the user.
    /// </summary>
    private static bool GetYesNoResponse(string question)
    {
        Console.WriteLine(question);
        var ynResponse = Console.ReadLine();
        var response = ynResponse != null && ynResponse.Equals("y", StringComparison.InvariantCultureIgnoreCase);
        return response;
    }

    /// <summary>
    /// Prompts the user for a stack name.
    /// </summary>
    private static string PromptUserForStackName()
    {
        if (_interactive)
        {
            Console.Write($"Enter a name for the CloudFormation stack (press Enter for default '{_stackName}'): ");
            string? input = Console.ReadLine();
            if (!string.IsNullOrWhiteSpace(input))
            {
                var regex = "[a-zA-Z][-a-zA-Z0-9]*";
                if (!Regex.IsMatch(input, regex))
                {
                    Console.WriteLine($"Invalid stack name. Using default: {_stackName}");
                    return _stackName;
                }
                return input;
            }
        }
        return _stackName;
    }

    /// <summary>
    /// Prompts the user for input with a default value.
    /// </summary>
    private static string PromptUserForInput(string prompt, string defaultValue)
    {
        if (_interactive)
        {
            Console.Write($"{prompt}(press Enter for default '{defaultValue}'): ");
            string? input = Console.ReadLine();
            return string.IsNullOrWhiteSpace(input) ? defaultValue : input;
        }
        return defaultValue;
    }

    /// <summary>
    /// Prompts the user for an integer value.
    /// </summary>
    private static int PromptUserForInteger(string prompt, int defaultValue)
    {
        if (_interactive)
        {
            Console.Write($"{prompt}(press Enter for default '{defaultValue}'): ");
            string? input = Console.ReadLine();
            if (string.IsNullOrWhiteSpace(input) || !int.TryParse(input, out var result))
            {
                return defaultValue;
            }
            return result;
        }
        return defaultValue;
    }

    /// <summary>
    /// Prompts the user for a long value.
    /// </summary>
    private static long PromptUserForLong(string prompt)
    {
        if (_interactive)
        {
            Console.Write(prompt);
            string? input = Console.ReadLine();
            if (long.TryParse(input, out var result))
            {
                return result;
            }
        }
        return 0;
    }

    /// <summary>
    /// Finds duplicate log entries based on timestamp and message.
    /// </summary>
    private static List<(string Timestamp, string Message, int Count)> FindDuplicateLogs(List<List<ResultField>> logs)
    {
        var logSignatures = new Dictionary<string, int>();

        foreach (var log in logs)
        {
            var timestamp = log.Find(f => f.Field == "@timestamp")?.Value ?? "";
            var message = log.Find(f => f.Field == "@message")?.Value ?? "";
            var signature = $"{timestamp}|{message}";

            if (logSignatures.ContainsKey(signature))
            {
                logSignatures[signature]++;
            }
            else
            {
                logSignatures[signature] = 1;
            }
        }

        return logSignatures
            .Where(kvp => kvp.Value > 1)
            .Select(kvp =>
            {
                var parts = kvp.Key.Split('|');
                return (Timestamp: parts[0], Message: parts[1], Count: kvp.Value);
            })
            .OrderByDescending(x => x.Count)
            .ToList();
    }
}
```
+ Weitere API-Informationen finden Sie in den folgenden Themen der *AWS SDK für .NET -API-Referenz*.
  + [GetQueryResults](https://docs.aws.amazon.com/goto/DotNetSDKV4/logs-2014-03-28/GetQueryResults)
  + [StartQuery](https://docs.aws.amazon.com/goto/DotNetSDKV4/logs-2014-03-28/StartQuery)

------
#### [ JavaScript ]

**SDK für JavaScript (v3)**  
 Es gibt noch mehr dazu GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascriptv3/example_code/cloudwatch-logs/scenarios/large-query#code-examples) einrichten und ausführen. 
Dies ist der Einstiegspunkt.  

```
// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
import { CloudWatchLogsClient } from "@aws-sdk/client-cloudwatch-logs";
import { CloudWatchQuery } from "./cloud-watch-query.js";

console.log("Starting a recursive query...");

if (!process.env.QUERY_START_DATE || !process.env.QUERY_END_DATE) {
  throw new Error(
    "QUERY_START_DATE and QUERY_END_DATE environment variables are required.",
  );
}

const cloudWatchQuery = new CloudWatchQuery(new CloudWatchLogsClient({}), {
  logGroupNames: ["/workflows/cloudwatch-logs/large-query"],
  dateRange: [
    new Date(Number.parseInt(process.env.QUERY_START_DATE)),
    new Date(Number.parseInt(process.env.QUERY_END_DATE)),
  ],
});

await cloudWatchQuery.run();

console.log(
  `Queries finished in ${cloudWatchQuery.secondsElapsed} seconds.\nTotal logs found: ${cloudWatchQuery.results.length}`,
);
```
Dies ist eine Klasse, die Abfragen bei Bedarf in mehrere Schritte aufteilt.  

```
// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
import {
  StartQueryCommand,
  GetQueryResultsCommand,
} from "@aws-sdk/client-cloudwatch-logs";
import { splitDateRange } from "@aws-doc-sdk-examples/lib/utils/util-date.js";
import { retry } from "@aws-doc-sdk-examples/lib/utils/util-timers.js";

class DateOutOfBoundsError extends Error {}

export class CloudWatchQuery {
  /**
   * Run a query for all CloudWatch Logs within a certain date range.
   * CloudWatch logs return a max of 10,000 results. This class
   * performs a binary search across all of the logs in the provided
   * date range if a query returns the maximum number of results.
   *
   * @param {import('@aws-sdk/client-cloudwatch-logs').CloudWatchLogsClient} client
   * @param {{ logGroupNames: string[], dateRange: [Date, Date], queryConfig: { limit: number } }} config
   */
  constructor(client, { logGroupNames, dateRange, queryConfig }) {
    this.client = client;
    /**
     * All log groups are queried.
     */
    this.logGroupNames = logGroupNames;

    /**
     * The inclusive date range that is queried.
     */
    this.dateRange = dateRange;

    /**
     * CloudWatch Logs never returns more than 10,000 logs.
     */
    this.limit = queryConfig?.limit ?? 10000;

    /**
     * @type {import("@aws-sdk/client-cloudwatch-logs").ResultField[][]}
     */
    this.results = [];
  }

  /**
   * Run the query.
   */
  async run() {
    this.secondsElapsed = 0;
    const start = new Date();
    this.results = await this._largeQuery(this.dateRange);
    const end = new Date();
    this.secondsElapsed = (end - start) / 1000;
    return this.results;
  }

  /**
   * Recursively query for logs.
   * @param {[Date, Date]} dateRange
   * @returns {Promise<import("@aws-sdk/client-cloudwatch-logs").ResultField[][]>}
   */
  async _largeQuery(dateRange) {
    const logs = await this._query(dateRange, this.limit);

    console.log(
      `Query date range: ${dateRange
        .map((d) => d.toISOString())
        .join(" to ")}. Found ${logs.length} logs.`,
    );

    if (logs.length < this.limit) {
      return logs;
    }

    const lastLogDate = this._getLastLogDate(logs);
    const offsetLastLogDate = new Date(lastLogDate);
    offsetLastLogDate.setMilliseconds(lastLogDate.getMilliseconds() + 1);
    const subDateRange = [offsetLastLogDate, dateRange[1]];
    const [r1, r2] = splitDateRange(subDateRange);
    const results = await Promise.all([
      this._largeQuery(r1),
      this._largeQuery(r2),
    ]);
    return [logs, ...results].flat();
  }

  /**
   * Find the most recent log in a list of logs.
   * @param {import("@aws-sdk/client-cloudwatch-logs").ResultField[][]} logs
   */
  _getLastLogDate(logs) {
    const timestamps = logs
      .map(
        (log) =>
          log.find((fieldMeta) => fieldMeta.field === "@timestamp")?.value,
      )
      .filter((t) => !!t)
      .map((t) => `${t}Z`)
      .sort();

    if (!timestamps.length) {
      throw new Error("No timestamp found in logs.");
    }

    return new Date(timestamps[timestamps.length - 1]);
  }

  /**
   * Simple wrapper for the GetQueryResultsCommand.
   * @param {string} queryId
   */
  _getQueryResults(queryId) {
    return this.client.send(new GetQueryResultsCommand({ queryId }));
  }

  /**
   * Starts a query and waits for it to complete.
   * @param {[Date, Date]} dateRange
   * @param {number} maxLogs
   */
  async _query(dateRange, maxLogs) {
    try {
      const { queryId } = await this._startQuery(dateRange, maxLogs);
      const { results } = await this._waitUntilQueryDone(queryId);
      return results ?? [];
    } catch (err) {
      /**
       * This error is thrown when StartQuery returns an error indicating
       * that the query's start or end date occur before the log group was
       * created.
       */
      if (err instanceof DateOutOfBoundsError) {
        return [];
      }
      throw err;
    }
  }

  /**
   * Wrapper for the StartQueryCommand. Uses a static query string
   * for consistency.
   * @param {[Date, Date]} dateRange
   * @param {number} maxLogs
   * @returns {Promise<{ queryId: string }>}
   */
  async _startQuery([startDate, endDate], maxLogs = 10000) {
    try {
      return await this.client.send(
        new StartQueryCommand({
          logGroupNames: this.logGroupNames,
          queryString: "fields @timestamp, @message | sort @timestamp asc",
          startTime: startDate.valueOf(),
          endTime: endDate.valueOf(),
          limit: maxLogs,
        }),
      );
    } catch (err) {
      /** @type {string} */
      const message = err.message;
      if (message.startsWith("Query's end date and time")) {
        // This error indicates that the query's start or end date occur
        // before the log group was created.
        throw new DateOutOfBoundsError(message);
      }

      throw err;
    }
  }

  /**
   * Call GetQueryResultsCommand until the query is done.
   * @param {string} queryId
   */
  _waitUntilQueryDone(queryId) {
    const getResults = async () => {
      const results = await this._getQueryResults(queryId);
      const queryDone = [
        "Complete",
        "Failed",
        "Cancelled",
        "Timeout",
        "Unknown",
      ].includes(results.status);

      return { queryDone, results };
    };

    return retry(
      { intervalInMs: 1000, maxRetries: 60, quiet: true },
      async () => {
        const { queryDone, results } = await getResults();
        if (!queryDone) {
          throw new Error("Query not done.");
        }

        return results;
      },
    );
  }
}
```
+ Weitere API-Informationen finden Sie in den folgenden Themen der *AWS SDK für JavaScript -API-Referenz*.
  + [GetQueryResults](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/cloudwatch-logs/command/GetQueryResultsCommand)
  + [StartQuery](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/cloudwatch-logs/command/StartQueryCommand)

------
#### [ Python ]

**SDK für Python (Boto3)**  
 Es gibt noch mehr GitHub. Hier finden Sie das vollständige Beispiel und erfahren, wie Sie das [AWS -Code-Beispiel-](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/python/example_code/cloudwatch-logs/scenarios/large-query#code-examples) einrichten und ausführen. 
Diese Datei ruft ein Beispielmodul für die Verwaltung von CloudWatch Abfragen mit mehr als 10.000 Ergebnissen auf.  

```
import logging
import os
import sys

import boto3
from botocore.config import Config

from cloudwatch_query import CloudWatchQuery
from date_utilities import DateUtilities

# Configure logging at the module level.
logging.basicConfig(
    level=logging.INFO,
    format="%(asctime)s - %(levelname)s - %(filename)s:%(lineno)d - %(message)s",
)

DEFAULT_QUERY_LOG_GROUP = "/workflows/cloudwatch-logs/large-query"


class CloudWatchLogsQueryRunner:
    def __init__(self):
        """
        Initializes the CloudWatchLogsQueryRunner class by setting up date utilities
        and creating a CloudWatch Logs client with retry configuration.
        """
        self.date_utilities = DateUtilities()
        self.cloudwatch_logs_client = self.create_cloudwatch_logs_client()

    def create_cloudwatch_logs_client(self):
        """
        Creates and returns a CloudWatch Logs client with a specified retry configuration.

        :return: A CloudWatch Logs client instance.
        :rtype: boto3.client
        """
        try:
            return boto3.client("logs", config=Config(retries={"max_attempts": 10}))
        except Exception as e:
            logging.error(f"Failed to create CloudWatch Logs client: {e}")
            sys.exit(1)

    def fetch_environment_variables(self):
        """
        Fetches and validates required environment variables for query start and end dates.
        Fetches the environment variable for log group, returning the default value if it
        does not exist.

        :return: Tuple of query start date and end date as integers and the log group.
        :rtype: tuple
        :raises SystemExit: If required environment variables are missing or invalid.
        """
        try:
            query_start_date = int(os.environ["QUERY_START_DATE"])
            query_end_date = int(os.environ["QUERY_END_DATE"])
        except KeyError:
            logging.error(
                "Both QUERY_START_DATE and QUERY_END_DATE environment variables are required."
            )
            sys.exit(1)
        except ValueError as e:
            logging.error(f"Error parsing date environment variables: {e}")
            sys.exit(1)
        
        try:
            log_group = os.environ["QUERY_LOG_GROUP"]
        except KeyError:
            logging.warning("No QUERY_LOG_GROUP environment variable, using default value")
            log_group = DEFAULT_QUERY_LOG_GROUP

        return query_start_date, query_end_date, log_group

    def convert_dates_to_iso8601(self, start_date, end_date):
        """
        Converts UNIX timestamp dates to ISO 8601 format using DateUtilities.

        :param start_date: The start date in UNIX timestamp.
        :type start_date: int
        :param end_date: The end date in UNIX timestamp.
        :type end_date: int
        :return: Start and end dates in ISO 8601 format.
        :rtype: tuple
        """
        start_date_iso8601 = self.date_utilities.convert_unix_timestamp_to_iso8601(
            start_date
        )
        end_date_iso8601 = self.date_utilities.convert_unix_timestamp_to_iso8601(
            end_date
        )
        return start_date_iso8601, end_date_iso8601

    def execute_query(
        self,
        start_date_iso8601,
        end_date_iso8601,
        log_group="/workflows/cloudwatch-logs/large-query",
        query="fields @timestamp, @message | sort @timestamp asc"
    ):
        """
        Creates a CloudWatchQuery instance and executes the query with provided date range.

        :param start_date_iso8601: The start date in ISO 8601 format.
        :type start_date_iso8601: str
        :param end_date_iso8601: The end date in ISO 8601 format.
        :type end_date_iso8601: str
        :param log_group: Log group to search: "/workflows/cloudwatch-logs/large-query"
        :type log_group: str
        :param query: Query string to pass to the CloudWatchQuery instance
        :type query: str
        """
        cloudwatch_query = CloudWatchQuery(
            log_group=log_group,
            query_string=query
        )
        cloudwatch_query.query_logs((start_date_iso8601, end_date_iso8601))
        logging.info("Query executed successfully.")
        logging.info(
            f"Queries completed in {cloudwatch_query.query_duration} seconds. Total logs found: {len(cloudwatch_query.query_results)}"
        )


def main():
    """
    Main function to start a recursive CloudWatch logs query.
    Fetches required environment variables, converts dates, and executes the query.
    """
    logging.info("Starting a recursive CloudWatch logs query...")
    runner = CloudWatchLogsQueryRunner()
    query_start_date, query_end_date, log_group = runner.fetch_environment_variables()
    start_date_iso8601 = DateUtilities.convert_unix_timestamp_to_iso8601(
        query_start_date
    )
    end_date_iso8601 = DateUtilities.convert_unix_timestamp_to_iso8601(query_end_date)
    runner.execute_query(start_date_iso8601, end_date_iso8601, log_group=log_group)


if __name__ == "__main__":
    main()
```
Dieses Modul verarbeitet CloudWatch Abfragen mit mehr als 10.000 Ergebnissen.  

```
import logging
import time
from datetime import datetime
import threading
import boto3

from date_utilities import DateUtilities

DEFAULT_QUERY = "fields @timestamp, @message | sort @timestamp asc"
DEFAULT_LOG_GROUP = "/workflows/cloudwatch-logs/large-query"

class DateOutOfBoundsError(Exception):
    """Exception raised when the date range for a query is out of bounds."""

    pass


class CloudWatchQuery:
    """
    A class to query AWS CloudWatch logs within a specified date range.

    :vartype date_range: tuple
    :ivar limit: Maximum number of log entries to return.
    :vartype limit: int
    :log_group str: Name of the log group to query
    :query_string str: query
    """

    def __init__(self, log_group: str = DEFAULT_LOG_GROUP, query_string: str=DEFAULT_QUERY) -> None:
        self.lock = threading.Lock()
        self.log_group = log_group
        self.query_string = query_string
        self.query_results = []
        self.query_duration = None
        self.datetime_format = "%Y-%m-%d %H:%M:%S.%f"
        self.date_utilities = DateUtilities()
        self.limit = 10000

    def query_logs(self, date_range):
        """
        Executes a CloudWatch logs query for a specified date range and calculates the execution time of the query.

        :return: A batch of logs retrieved from the CloudWatch logs query.
        :rtype: list
        """
        start_time = datetime.now()

        start_date, end_date = self.date_utilities.normalize_date_range_format(
            date_range, from_format="unix_timestamp", to_format="datetime"
        )

        logging.info(
            f"Original query:"
            f"\n       START:     {start_date}"
            f"\n       END:       {end_date}"
            f"\n       LOG GROUP: {self.log_group}"
        )
        self.recursive_query((start_date, end_date))
        end_time = datetime.now()
        self.query_duration = (end_time - start_time).total_seconds()

    def recursive_query(self, date_range):
        """
        Processes logs within a given date range, fetching batches of logs recursively if necessary.

        :param date_range: The date range to fetch logs for, specified as a tuple (start_timestamp, end_timestamp).
        :type date_range: tuple
        :return: None if the recursive fetching is continued or stops when the final batch of logs is processed.
                 Although it doesn't explicitly return the query results, this method accumulates all fetched logs
                 in the `self.query_results` attribute.
        :rtype: None
        """
        batch_of_logs = self.perform_query(date_range)
        # Add the batch to the accumulated logs
        with self.lock:
            self.query_results.extend(batch_of_logs)
        if len(batch_of_logs) == self.limit:
            logging.info(f"Fetched {self.limit}, checking for more...")
            most_recent_log = self.find_most_recent_log(batch_of_logs)
            most_recent_log_timestamp = next(
                item["value"]
                for item in most_recent_log
                if item["field"] == "@timestamp"
            )
            new_range = (most_recent_log_timestamp, date_range[1])
            midpoint = self.date_utilities.find_middle_time(new_range)

            first_half_thread = threading.Thread(
                target=self.recursive_query,
                args=((most_recent_log_timestamp, midpoint),),
            )
            second_half_thread = threading.Thread(
                target=self.recursive_query, args=((midpoint, date_range[1]),)
            )

            first_half_thread.start()
            second_half_thread.start()

            first_half_thread.join()
            second_half_thread.join()

    def find_most_recent_log(self, logs):
        """
        Search a list of log items and return most recent log entry.
        :param logs: A list of logs to analyze.
        :return: log
        :type :return List containing log item details
        """
        most_recent_log = None
        most_recent_date = "1970-01-01 00:00:00.000"

        for log in logs:
            for item in log:
                if item["field"] == "@timestamp":
                    logging.debug(f"Compared: {item['value']} to {most_recent_date}")
                    if (
                        self.date_utilities.compare_dates(
                            item["value"], most_recent_date
                        )
                        == item["value"]
                    ):
                        logging.debug(f"New most recent: {item['value']}")
                        most_recent_date = item["value"]
                        most_recent_log = log
        logging.info(f"Most recent log date of batch: {most_recent_date}")
        return most_recent_log

    def perform_query(self, date_range):
        """
        Performs the actual CloudWatch log query.

        :param date_range: A tuple representing the start and end datetime for the query.
        :type date_range: tuple
        :return: A list containing the query results.
        :rtype: list
        """
        client = boto3.client("logs")
        try:
            try:
                start_time = round(
                    self.date_utilities.convert_iso8601_to_unix_timestamp(date_range[0])
                )
                end_time = round(
                    self.date_utilities.convert_iso8601_to_unix_timestamp(date_range[1])
                )
                response = client.start_query(
                    logGroupName=self.log_group,
                    startTime=start_time,
                    endTime=end_time,
                    queryString=self.query_string,
                    limit=self.limit,
                )
                query_id = response["queryId"]
            except client.exceptions.ResourceNotFoundException as e:
                raise DateOutOfBoundsError(f"Resource not found: {e}")
            while True:
                time.sleep(1)
                results = client.get_query_results(queryId=query_id)
                if results["status"] in [
                    "Complete",
                    "Failed",
                    "Cancelled",
                    "Timeout",
                    "Unknown",
                ]:
                    return results.get("results", [])
        except DateOutOfBoundsError:
            return []

    def _initiate_query(self, client, date_range, max_logs):
        """
        Initiates the CloudWatch logs query.

        :param date_range: A tuple representing the start and end datetime for the query.
        :type date_range: tuple
        :param max_logs: The maximum number of logs to retrieve.
        :type max_logs: int
        :return: The query ID as a string.
        :rtype: str
        """
        try:
            start_time = round(
                self.date_utilities.convert_iso8601_to_unix_timestamp(date_range[0])
            )
            end_time = round(
                self.date_utilities.convert_iso8601_to_unix_timestamp(date_range[1])
            )
            response = client.start_query(
                logGroupName=self.log_group,
                startTime=start_time,
                endTime=end_time,
                queryString=self.query_string,
                limit=max_logs,
            )
            return response["queryId"]
        except client.exceptions.ResourceNotFoundException as e:
            raise DateOutOfBoundsError(f"Resource not found: {e}")


    def _wait_for_query_results(self, client, query_id):
        """
        Waits for the query to complete and retrieves the results.

        :param query_id: The ID of the initiated query.
        :type query_id: str
        :return: A list containing the results of the query.
        :rtype: list
        """
        while True:
            time.sleep(1)
            results = client.get_query_results(queryId=query_id)
            if results["status"] in [
                "Complete",
                "Failed",
                "Cancelled",
                "Timeout",
                "Unknown",
            ]:
                return results.get("results", [])
```
+ Weitere API-Informationen finden Sie in den folgenden Themen der *API-Referenz zum AWS SDK für Python (Boto3)*.
  + [GetQueryResults](https://docs.aws.amazon.com/goto/boto3/logs-2014-03-28/GetQueryResults)
  + [StartQuery](https://docs.aws.amazon.com/goto/boto3/logs-2014-03-28/StartQuery)

------

# Verwendung geplanter Ereignisse zum Aufrufen einer Lambda-Funktion
<a name="cloudwatch-logs_example_cross_LambdaScheduledEvents_section"></a>

Die folgenden Codebeispiele zeigen, wie eine AWS Lambda Funktion erstellt wird, die durch ein von Amazon EventBridge geplantes Ereignis aufgerufen wird.

------
#### [ Java ]

**SDK für Java 2.x**  
 Zeigt, wie ein von Amazon EventBridge geplantes Ereignis erstellt wird, das eine AWS Lambda Funktion aufruft. Konfigurieren Sie so EventBridge , dass ein Cron-Ausdruck verwendet wird, um zu planen, wann die Lambda-Funktion aufgerufen wird. In diesem Beispiel erstellen Sie eine Lambda-Funktion mithilfe der Lambda-Java-Laufzeit-API. In diesem Beispiel werden verschiedene AWS Dienste aufgerufen, um einen bestimmten Anwendungsfall auszuführen. Dieses Beispiel zeigt, wie man eine App erstellt, die eine mobile Textnachricht an Ihre Mitarbeiter sendet, um ihnen zum einjährigen Jubiläum zu gratulieren.   
 Den vollständigen Quellcode und Anweisungen zur Einrichtung und Ausführung finden Sie im vollständigen Beispiel unter [GitHub](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javav2/usecases/creating_scheduled_events).   

**In diesem Beispiel verwendete Dienste**
+ CloudWatch Logs
+ DynamoDB
+ EventBridge
+ Lambda
+ Amazon SNS

------
#### [ JavaScript ]

**SDK für JavaScript (v3)**  
 Zeigt, wie ein von Amazon EventBridge geplantes Ereignis erstellt wird, das eine AWS Lambda Funktion aufruft. Konfigurieren Sie so EventBridge , dass ein Cron-Ausdruck verwendet wird, um zu planen, wann die Lambda-Funktion aufgerufen wird. In diesem Beispiel erstellen Sie eine Lambda-Funktion mithilfe der JavaScript Lambda-Laufzeit-API. In diesem Beispiel werden verschiedene AWS Dienste aufgerufen, um einen bestimmten Anwendungsfall auszuführen. Dieses Beispiel zeigt, wie man eine App erstellt, die eine mobile Textnachricht an Ihre Mitarbeiter sendet, um ihnen zum einjährigen Jubiläum zu gratulieren.   
 Den vollständigen Quellcode und Anweisungen zur Einrichtung und Ausführung finden Sie im vollständigen Beispiel unter [GitHub](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascriptv3/example_code/cross-services/lambda-scheduled-events).   
Dieses Beispiel ist auch verfügbar im [AWS SDK für JavaScript Entwicklerhandbuch für v3](https://docs.aws.amazon.com/sdk-for-javascript/v3/developer-guide/scheduled-events-invoking-lambda-example.html).  

**In diesem Beispiel verwendete Dienste**
+ CloudWatch Logs
+ DynamoDB
+ EventBridge
+ Lambda
+ Amazon SNS

------
#### [ Python ]

**SDK für Python (Boto3)**  
 Dieses Beispiel zeigt, wie eine AWS Lambda Funktion als Ziel einer geplanten EventBridge Amazon-Veranstaltung registriert wird. Der Lambda-Handler schreibt eine freundliche Nachricht und die vollständigen Ereignisdaten für den späteren Abruf in Amazon CloudWatch Logs.   
+ Stellt eine Lambda-Funktion bereit.
+ Erzeugt ein EventBridge geplantes Ereignis und macht die Lambda-Funktion zum Ziel.
+ Erteilt die Erlaubnis, die EventBridge Lambda-Funktion aufrufen zu lassen.
+ Druckt die neuesten Daten aus CloudWatch Logs, um das Ergebnis der geplanten Aufrufe anzuzeigen.
+ Bereinigt alle Ressourcen, die während der Demo erstellt wurden.
 Dieses Beispiel lässt sich am besten auf ansehen. GitHub Den vollständigen Quellcode und Anweisungen zur Einrichtung und Ausführung finden Sie im vollständigen Beispiel unter [GitHub](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/python/example_code/lambda#readme).   

**In diesem Beispiel verwendete Dienste**
+ CloudWatch Logs
+ DynamoDB
+ EventBridge
+ Lambda
+ Amazon SNS

------