This book shows you how to translate essential SQL concepts into the Python language so they can be applied outside the database environment. A great many data extract, transformation, and load problems can be made more complicated when adding database administration, persistence, and locking concerns. Many programmers think in SQL, this book helps transform the SQL design concepts into working, testable, high-performance Python code.