Comprehensive and Detailed Step-by-Step Explanation:
To accurately charge customers based on their monthly data download usage, the following solution is recommended:
Structured Logging Configuration:
Action:Ensure that the AWS Transfer for SFTP server is configured to log user activity, including details about file downloads, to Amazon S3 in a structured format.
Implementation:Utilize AWS Transfer Family's structured logging feature to capture detailed information about user sessions, including actions performed and data transferred.
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Justification:Structured logs provide comprehensive data necessary for analyzing customer-specific download activities.
Data Analysis with Amazon Athena:
Action:Use Amazon Athena to run SQL queries on the structured log data stored in the S3 bucket to calculate the amount of data each customer has downloaded.
Implementation:
a.Define a Schema:Create a table in Athena that maps to the structure of your log files. This involves specifying the format of the logs and the location in S3.
b.Query Data:Write SQL queries to sum the total bytes downloaded by each customer over the billing period. This can be achieved by filtering logs based on user identifiers and summing the data transfer amounts.
Justification:Athena allows for efficient querying
