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Script to generate a Cost Report in XLSX format, with different sheets indicating different actionable reports

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AWS Cost Report

Script to generate a Cost Report in XLSX format, with different sheets indicating different actionable reports

Setup and Usage

  1. Make sure AWS credentials are setup on the machine. By default its location is at ~/.aws/credentials. You can set it up manually or using AWS CLI.
  2. Setup the required settings in config.json as mentioned in the last section. Also make sure you have cost explorer enabled in your AWS account (in case you are using the features that require it).
  3. Make sure you have python3 and installed the required packages mentioned in requirements.txt file. Best practice is to create a virtual environment and then install the required packages. You can use the following commands (after changing to the directory) for same.
    python3 -m venv .venv
    source .venv/bin/activate
    pip install -r requirements.txt
  4. Now execute the script, with the virtual environment activated:
    python cost_report.py
  5. You will get the report in the same directory as a file report.xlsx.

Additional Scripts

This Repository also consists two additional scripts. Both of these can be executed in the same virtual environment by executing python script_file_name.py command.

  1. cleanup_snapshots.py: This script deletes all the snapshots who have none of the volume, instance or the AMI assigned.
  2. tag_resources.py: This script tags the resources as specified in the to_tag.csv file, which must be present in the same path as the script. Expected format can be understood on the comments at start of the script.

Reports with config.json keys

Each of the report is present as a separate sheet in the final workbook. Reports with their config.json keys are as follows:

  • Expensive Services: It lists the expensive service names on your AWS Account. This requires Cost Explorer to be enabled on your account. Its config.json key looks like this:

    "expensive_services": {
            "enabled": true,
            "past_days": 2,
            "cost_percentage": 80
        }
    Key Type Description
    enabled Boolean This specifies whether to include the sheet in the report workbook
    past_days Integer Looks for cost data for specified number of past days
    cost_percentage Integer Lists only the services for which sum of costs is cost_percentage% of total cost over the past past_days
  • Untagged Resources: It lists all the resources for which specified tags are missing. Proper tagging always helps in analyzing the costs well over the cost explorer. It currently looks for the tags in Lambda Functions, DynamoDB Tables, EC2 Instances, Kinesis Streams, Firehose Delivery Streams and S3 Buckets. Its config.json key looks like this:

    "untagged_resources": {
        "enabled": true,
        "tags": ["Name", "STAGE", "Pipeline"]
    }
    Key Type Description
    enabled Boolean This specifies whether to include the sheet in the report workbook
    tags List of Strings Specifies the tags to look for in resources
  • Unreferenced Snapshots: It lists all the unreferenced snapshots, i.e. the ones who have at least one of the volume, AMI or instance not referenced. Its config.json key looks like this:

    "unreferenced_snapshots": {
        "enabled": true
    }
    Key Type Description
    enabled Boolean This specifies whether to include the sheet in the report workbook
  • Unattached Volumes: It lists all the volumes unattached to any EC2 Instance. Its config.json key looks like this:

    "unattached_volumes": {
        "enabled": true
    }
    Key Type Description
    enabled Boolean This specifies whether to include the sheet in the report workbook
  • Expensive Lambdas: It lists the expensive Lambda Functions on your AWS Account. This requires Cost Explorer to be enabled on your account. Its config.json key looks like this:

    "expensive_lambda_functions": {
        "enabled": true,
        "name_tag_key": "Name",
        "cost_percentage": 80,
        "past_days": 7
    }
    Key Type Description
    enabled Boolean This specifies whether to include the sheet in the report workbook
    name_tag_key String This specifies which tag in the lambda function specifies the name of the function
    past_days Integer Looks for cost data for specified number of past days
    cost_percentage Integer Lists only the lambdas for which sum of costs is cost_percentage% of total lambda cost over the past past_days
  • Expensive Kinesis Streams: It lists the expensive Kinesis Streams along with number of shards on your AWS Account. This requires Cost Explorer to be enabled on your account. Its config.json key looks like this:

    "expensive_kinesis_streams": {
        "enabled": true,
        "name_tag_key": "Name",
        "cost_percentage": 80,
        "past_days": 7
    }
    Key Type Description
    enabled Boolean This specifies whether to include the sheet in the report workbook
    name_tag_key String This specifies which tag in the kinesis stream specifies the name of the stream
    past_days Integer Looks for cost data for specified number of past days
    cost_percentage Integer Lists only the streams for which sum of costs is cost_percentage% of total Kinesis cost over the past past_days
  • Expensive DynamoDB Tables: It lists the expensive DynamoDB tables along with Billing Mode, Number of Items and Storage in GB on your AWS Account. This requires Cost Explorer to be enabled on your account. Its config.json key looks like this:

    "expensive_ddb": {
        "enabled": true,
        "name_tag_key": "Name",
        "cost_percentage": 80,
        "past_days": 7
    }
    Key Type Description
    enabled Boolean This specifies whether to include the sheet in the report workbook
    name_tag_key String This specifies which tag in the DynamoDB specifies the name of the table
    past_days Integer Looks for cost data for specified number of past days
    cost_percentage Integer Lists only the streams for which sum of costs is cost_percentage% of total DynamoDB cost over the past past_days
  • On Demand DynamoDB Tables: It lists all the DynamoDB Tables with On-Demand capacity mode. Its config.json key looks like this:

    "on_demand_ddb": {
        "enabled": true
    }
    Key Type Description
    enabled Boolean This specifies whether to include the sheet in the report workbook
  • Top N CloudWatch Log Groups by incoming bytes: It lists the top N CloudWatch Log Groups with highest incoming bytes on your AWS Account over the specified past days. This requires Cost Explorer to be enabled on your account. Its config.json key looks like this:

    "storage_cloudwatch_log_groups": {
        "enabled": true,
        "top_n": 10,
        "past_days": 14
    }
    Key Type Description
    enabled Boolean This specifies whether to include the sheet in the report workbook
    past_days Integer Looks for cost data for specified number of past days
    top_n Integer Specifies the value of N
  • Top N API Gateway REST API stages CloudWatch Log Groups: It lists the top N CloudWatch Log Groups of API Gateway (Execution Logs and Access Logs) with REST API and Stage Name based on incoming bytes on your AWS Account over the specified past days in previous sheet. This requires Cost Explorer to be enabled on your account. This works only if storage_cloudwatch_log_groups was enabled. Its config.json key looks like this:

    "api_gateway_cloudwatch": {
        "enabled": true,
        "top_n": 10
    }
    Key Type Description
    enabled Boolean This specifies whether to include the sheet in the report workbook
    top_n Integer Specifies the value of N
  • Unused Elastic IPs: Lists the unused elastic IPs, the ones unassociated as well as the ones for which the instance is stopped. Its config.json key looks like this:

    "unused_elastic_ips": {
        "enabled": true
    }
    Key Type Description
    enabled Boolean This specifies whether to include the sheet in the report workbook

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