Data Warehouse Tool
A data warehouse costing and capacity planning tool for data engineers and analytics teams to estimate storage needs, costs, and performance implications.
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About This Tool
Conceptually, it applies deterministic sizing and cost formulas: future volume grows with the specified rate over the planning horizon; storage cost scales with volume and storage tier; retention rules determine how much data must remain online. It also yields a simple performance signal to aid design comparisons without full benchmarks.
Core features include volume projection, tier-aware cost estimation, retention impact, partitioning guidance, and scenario export. Required inputs cover data volume, growth, retention, price, provider, and tier; optional inputs enable advanced pricing models and data organization patterns. Outputs include projected volume, monthly and yearly costs, partitioning recommendations, and a simple performance readiness score.
Common use cases include building budgeting forecasts, evaluating cloud pricing, and testing design decisions before implementation. The tool helps teams communicate tradeoffs to stakeholders and align technical design with financial constraints. Its unique value lies in explicit, repeatable modeling with clear assumptions and easy scenario comparison.
How to Use
- Provide inputs: set initial_data_volume_tb, growth_rate_pct, retention_months, cost_per_tb_per_month, cloud_provider, storage_tier, data_format, read_ratio, write_ratio, and time_horizon_months.
- Choose planning horizon and units: TB and months.
- Run calculation: execute the model to obtain future_volume_tb, monthly_cost, and recommendations.
- Review outputs: assess partitioning guidance and performance_score; adjust inputs to compare scenarios.
- Export results: download CSV/JSON and share assumptions as needed.
Frequently Asked Questions
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