How do I resolve the error that I receive in CloudFormation when I try to publish slow logs to CloudWatch Logs?
I want to resolve the error that I receive in AWS CloudFormation when I try to publish slow logs to Amazon CloudWatch Logs: "The Resource Access Policy specified for the CloudWatch Logs log group /aws/aes/domains/search/search-logs does not grant sufficient permissions for Amazon Elasticsearch Service to create a log stream."
Short description
To resolve this error, use a separate policy at the log group level to allow Amazon Elasticsearch Service (Amazon ES) to push logs to CloudWatch Logs. Then, use AccessPolicies in the AWS::OpenSearchService::Domain resource to set permissions for Amazon OpenSearch domains.
The following steps show you how to publish slow logs to CloudWatch with CloudFormation. The custom resource initiates a Lambda function that calls the PutResourcePolicy API to publish slow logs.
Note: When CloudFormation activates log publishing to CloudWatch, the AWS::Logs::LogGroup resource doesn't have a property to assign a resource access policy. The resource access policy specified for the CloudWatch Logs log group must grant sufficient permissions for Amazon ES to publish the log stream.
You can't use a CloudFormation resource to create an access policy permission directly. This is because CloudFormation doesn't support the PutResourcePolicy API call for the AWS::Logs::LogGroup resource.
Resolution
Note: If you receive errors when you run AWS Command Line Interface (AWS CLI) commands, then see Troubleshoot AWS CLI errors. Also, make sure that you're using the most recent AWS CLI version.
The following CloudFormation template uses a custom resource to get the name of the log group. Then, the template applies the policy that allows the Amazon OpenSearch Service to make API calls on the log group.
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Create a CloudFormation template called OSlogsPermission.yaml:
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AWSTemplateFormatVersion: 2010-09-09 Description: AWS cloudFormation template to publish slow logs to Amazon CloudWatch Logs. Parameters: LogGroupName: Type: String Description: Please don't change the log group name while updating ESDomainName: Description: A name for the Amazon Elastic Search domain Type: String LambdaFunctionName: Description: Lambda Function Name Type: String Resources: AwsLogGroup: Type: 'AWS::Logs::LogGroup' Properties: LogGroupName: !Ref LogGroupName LambdaLogGroup: Type: 'AWS::Logs::LogGroup' Properties: LogGroupName: !Sub '/aws/lambda/${LambdaFunctionName}' LambdaExecutionRole: Type: 'AWS::IAM::Role' Properties: AssumeRolePolicyDocument: Version: 2012-10-17 Statement: - Effect: Allow Principal: Service: - lambda.amazonaws.com Action: - 'sts:AssumeRole' Path: / Policies: - PolicyName: root1 PolicyDocument: Version: 2012-10-17 Statement: - Effect: Allow Action: - 'logs:CreateLogStream' - 'logs:PutLogEvents' Resource: !Sub >- arn:aws:logs:${AWS::Region}:${AWS::AccountId}:log-group:/aws/lambda/${LambdaFunctionName}:log-stream:* - PolicyName: root2 PolicyDocument: Version: 2012-10-17 Statement: - Effect: Allow Action: - 'logs:CreateLogGroup' Resource: - !Sub >- arn:aws:logs:${AWS::Region}:${AWS::AccountId}:log-group:/aws/lambda/${LambdaFunctionName} - !Sub >- arn:aws:logs:${AWS::Region}:${AWS::AccountId}:log-group:/${LogGroupName} - Effect: Allow Action: - 'logs:PutResourcePolicy' - 'logs:DeleteResourcePolicy' Resource: !Sub 'arn:aws:logs:${AWS::Region}:${AWS::AccountId}:*' logGroupPolicyFunction: DependsOn: LambdaLogGroup Type: 'AWS::Lambda::Function' Properties: FunctionName: !Ref LambdaFunctionName Code: ZipFile: > import urllib3 import json import boto3 http = urllib3.PoolManager() SUCCESS = "SUCCESS" FAILED = "FAILED" def send(event, context, responseStatus, responseData, physicalResourceId=None, noEcho=False): responseUrl = event['ResponseURL'] print(responseUrl) responseBody = {} responseBody['Status'] = responseStatus responseBody['Reason'] = 'See the details in CloudWatch Log Stream: ' + context.log_stream_name responseBody['PhysicalResourceId'] = physicalResourceId or context.log_stream_name responseBody['StackId'] = event['StackId'] responseBody['RequestId'] = event['RequestId'] responseBody['LogicalResourceId'] = event['LogicalResourceId'] responseBody['NoEcho'] = noEcho responseBody['Data'] = responseData json_responseBody = json.dumps(responseBody) print("Response body:\n" + json_responseBody) headers = { 'content-type' : '', 'content-length' : str(len(json_responseBody)) } try: response = http.request('PUT',responseUrl,body=json_responseBody.encode('utf-8'),headers=headers) print("Status code: " + response.reason) except Exception as e: print("send(..) failed executing requests.put(..): " + str(e)) def handler(event, context): logsgroup_policy_name=event['ResourceProperties']['CWLOGS_NAME'] cw_log_group_arn=event['ResourceProperties']['CWLOG_ARN'] cwlogs = boto3.client('logs') loggroup_policy={ "Version": "2012-10-17", "Statement": [{ "Sid": "", "Effect": "Allow", "Principal": { "Service": "es.amazonaws.com"}, "Action":[ "logs:PutLogEvents", " logs:PutLogEventsBatch", "logs:CreateLogStream" ], 'Resource': f'{cw_log_group_arn}' }] } loggroup_policy = json.dumps(loggroup_policy) if(event['RequestType'] == 'Delete'): print("Request Type:",event['RequestType']) cwlogs.delete_resource_policy( policyName=logsgroup_policy_name ) responseData={} send(event, context, SUCCESS, responseData) elif(event['RequestType'] == 'Create'): try: cwlogs.put_resource_policy( policyName = logsgroup_policy_name, policyDocument = loggroup_policy ) responseData={} print("Sending response to custom resource") send(event, context, SUCCESS, responseData) except Exception as e: print('Failed to process:', e) send(event, context, FAILED, responseData) elif(event['RequestType'] == 'Update'): try: responseData={} print("Update is not supported on this resource") send(event, context, SUCCESS, responseData) except Exception as e: print('Failed to process:', e) send(event, context, FAILED, responseData) Handler: index.handler Role: !GetAtt - LambdaExecutionRole - Arn Runtime: python3.6 logGroupPolicycustomresource: Type: 'Custom::LogGroupPolicy' Properties: ServiceToken: !GetAtt - logGroupPolicyFunction - Arn CWLOGS_NAME: !Ref LogGroupName CWLOG_ARN: !GetAtt - AwsLogGroup - Arn ElasticsearchDomain: Type: 'AWS::Elasticsearch::Domain' DependsOn: logGroupPolicycustomresource Properties: DomainName: !Ref ESDomainName ElasticsearchVersion: '6.2' EBSOptions: EBSEnabled: true VolumeSize: 10 VolumeType: gp2 LogPublishingOptions: SEARCH_SLOW_LOGS: CloudWatchLogsLogGroupArn: !GetAtt - AwsLogGroup - Arn Enabled: true
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To launch a CloudFormation stack with the OSlogsPermission.yaml file, use the CloudFormation console or the following AWS CLI command:
aws cloudformation create-stack --stack-name yourStackName --template-body file://yourTemplateName --parameters ParameterKey=LogGroupName,ParameterValue=Your-LogGroup-Name, ParameterKey=ESDomainName,ParameterValue=Your-ES-Name --capabilities CAPABILITY_NAMED_IAM --region yourRegion
Note: Replace yourStackName, yourTemplateName, Your-LogGroup-Name, Your-ES-Name, and yourRegion with your values.
The CloudFormation template does the following for you:
- Creates a log group.
- Creates a Lambda function. The Lambda function uses a custom resource to get the log group name from the Parameters section of the CloudFormation template. The Lambda function calls the PutResourcePolicy API for the log group name. The log group must have a policy to allow the Amazon ES domain to put the logs.
- Create a Lambda-backed custom resource to invoke the Lambda function created in step 2. The custom resource helps apply PutResourcePolicy on the log group Amazon Resource Name (ARN) so that Amazon ES can stream logs. In the template, CloudFormation uses a custom resource to create an Amazon ES domain with the LogPublishingOption.
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