Preventing Invalid Logarithm Errors in PostgreSQL: A Data Validation Strategy

PostgreSQL's 2201E error occurs when logarithmic functions receive zero or negative values—a common issue in financial analysis and scientific calculations. Implementing proper data validation through CHECK constraints, NULLIF clauses, and custom safe functions is essential for maintaining reliable production data pipelines and preventing runtime failures.