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How to see what is my Amazon elastic beanstalk rds password?

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How can I retrieve the database password for my Elastic Beanstalk environment running on the "Aurora MySQL" engine?

I have an IAM user with the necessary permissions to manage the application, but I couldn't find the password in the Secret Manager or S3.

I tried using the AWS console command

aws elasticbeanstalk describe-configuration-settings --application-name <application-name> --environment-name <environment-name> --query 'ConfigurationSettings[0].OptionSettings[?OptionName==DBPassword].Value' --output text ,

but it only returns the password query enclosed in single quotes. If I remove the quotes, the command returns nothing.

Since the site is in production mode, I can't reset the password.

I came across this link (How to see what is my Amazon rds password), which suggests that it may not be possible to access the password for a standard RDS instance.

Can anyone help me retrieve the database password for my Elastic Beanstalk environment running on the "Aurora MySQL" engine?

Thanks in advance.

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