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AWS Cost Calculator CLI - Calculate daily and annual AWS costs across multiple accounts

Project description

AWS Cost Calculator (cc)

A CLI tool to quickly calculate AWS costs across multiple accounts.

Installation

cd ~/cost-calculator
pip install -e .

Quick Start

1. Login to AWS SSO

aws sso login --profile my_aws_profile

Note: You need to do this before running cost calculations. The SSO session typically lasts 8-12 hours.

2. Initialize a profile

cc init --profile myprofile \
  --aws-profile my_aws_profile \
  --accounts "123456789012,234567890123,345678901234"

3. Calculate costs

# Default: Today minus 2 days, going back 30 days
cc calculate --profile myprofile

# Specific start date
cc calculate --profile myprofile --start-date 2025-11-04

# Custom offset and window
cc calculate --profile myprofile --offset 2 --window 30

# JSON output
cc calculate --profile myprofile --json-output

4. Analyze cost trends

# Analyze last 3 weeks (default)
cc trends --profile myprofile

# Analyze more weeks
cc trends --profile myprofile --weeks 5

# Custom output file
cc trends --profile myprofile --output weekly_trends.md

# JSON output
cc trends --profile myprofile --json-output

5. List profiles

cc list-profiles

How It Works

Date Calculation

  • Start Date: Defaults to today, or specify with --start-date
  • Offset: Days to go back from start date (default: 2)
  • Window: Number of days to analyze (default: 30)

Example: If today is Nov 4, 2025:

  • With offset=2, window=30: Analyzes Oct 3 - Nov 2 (30 days)

Cost Calculation

  1. Operational Costs: Sum of daily costs ÷ window days
  2. Support Allocation:
    • Gets support cost from the analysis month
    • Divides by 2 (50% allocation)
    • Divides by days in that month
  3. Daily Rate: Operational + Support per day
  4. Annual Projection: Daily rate × 365

Filters Applied

  • Billing Entity: AWS only (excludes marketplace)
  • Excluded: Tax, Support (calculated separately)
  • Metric: Net Amortized Cost

Configuration

Profiles are stored in: ~/.config/cost-calculator/profiles.json

Example:

{
  "myprofile": {
    "aws_profile": "my_aws_profile",
    "accounts": ["123456789012", "234567890123", "345678901234"]
  }
}

Examples

# Quick daily check
cc calculate --profile myprofile

# Historical analysis
cc calculate --profile myprofile --start-date 2025-10-01

# Export to JSON for processing
cc calculate --profile myprofile --json-output > costs.json

# Different window size
cc calculate --profile myprofile --window 60

# Weekly cost trends analysis
cc trends --profile myprofile

# Analyze last 8 weeks
cc trends --profile myprofile --weeks 8

# Monthly cost trends analysis
cc monthly --profile myprofile

# Analyze last 12 months
cc monthly --profile myprofile --months 12

# Drill down into specific service
cc drill --profile myprofile --service "EC2 - Other"

# Drill down into specific account
cc drill --profile myprofile --account 123456789012

# Drill down into service within account
cc drill --profile myprofile --service "EC2 - Other" --account 123456789012

Trends Report

The trends command generates a markdown report with two types of analysis:

1. Week-over-Week (WoW)

Compares each week to the previous week - good for catching immediate spikes and changes.

2. Trailing 30-Day (T-30)

Compares each week to the same week 4 weeks ago - filters out noise and shows sustained trends.

Features:

  • Service-level aggregation: Shows total cost per service (not individual usage types)
  • Top 10 Increases/Decreases: For each comparison period
  • Total rows: Sum of top 10 changes for quick assessment
  • Filters: Only shows changes >$10 and >5%

Example output:

Week of Oct 19 → Week of Oct 26 (WoW)
  Increases: 4, Decreases: 10
  Top: EC2 - Other (+$949.12)

Week of Oct 26 vs Week of Sep 28 (T-30)
  Increases: 10, Decreases: 10
  Top: EC2 - Other (+$886.39)

The report is saved to cost_trends.md by default and includes:

  • Service name
  • Previous/baseline cost
  • Current cost
  • Change amount and percentage
  • Total of top 10 changes

Monthly Report

The monthly command generates month-over-month cost comparisons:

Features:

  • Service-level aggregation: Shows total cost per service
  • Calendar month comparisons: October vs September, September vs August, etc.
  • Top 10 Increases/Decreases: For each month comparison
  • Total rows: Sum of top 10 changes
  • Filters: Only shows changes >$50 and >5%

Example output:

October 2025 → November 2025
  Increases: 1, Decreases: 10
  Top: Savings Plans for AWS Compute usage (+$231,161.46)

The report is saved to monthly_trends.md by default.

Drill-Down Analysis

The drill command allows you to investigate cost changes at different levels of detail:

Funnel Approach:

  1. Start broad: cc trends → See EC2 costs up $1000
  2. Drill by service: cc drill --service "EC2 - Other" → See which accounts
  3. Drill deeper: cc drill --service "EC2 - Other" --account 123 → See usage types

Features:

  • Week-over-week cost analysis: Compare costs between consecutive weeks
  • Month-over-month cost analysis: Compare costs between consecutive months
  • Drill-down analysis: Analyze costs by service, account, or usage type
  • Pandas aggregations: Time series analysis with sum, avg, std across all weeks
  • Volatility detection: Identify services with high cost variability and outliers
  • Trend detection: Auto-detect increasing/decreasing cost patterns
  • Search & filter: Find services by pattern or cost threshold
  • Profile management: CRUD operations for account profiles in DynamoDB
  • Markdown reports: Generate formatted reports
  • JSON output: Machine-readable output for automation
  • Lambda API backend: Serverless backend with pandas/numpy support

Example output:

# Drill by service
cc drill --profile myprofile --service "EC2 - Other"

Showing top accounts:
Week of Oct 19 → Week of Oct 26
  Increases: 3, Decreases: 2
  Top: 887649220066 (+$450.23)

The report is saved to drill_down.md by default.

Output

Analyzing: 2025-10-03 to 2025-11-02 (30 days)
AWS Profile: my_aws_profile
Accounts: 3

Fetching cost data...
Fetching support costs...
============================================================
Period: 2025-10-03 to 2025-11-02
Days analyzed: 30
============================================================
Total operational cost: $450,000.00
Daily operational: $14,516.13
Support (month): $15,000.00
Support per day (÷2÷days): $241.94
============================================================
DAILY RATE: $14,758.07
ANNUAL PROJECTION: $5,386,695
============================================================

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