software-design-for-flexibility_how-to-avoid-programming-yourself-into-a-corner_hanson_sussman
https://mitpress.mit.edu/books/software-design-flexibilitySummary
Strategies for building systems that can be adapted for new situations with only minor programming modifications.Time
pressures encourage programmers to write code that works well for a
narrow purpose, with no room to grow. But the best systems are
evolvable; they can be adapted for new situations by adding code, rather
than changing the existing code. The authors describe techniques they
have found effective—over their combined 100-plus years of programming
experience—that will help programmers avoid programming themselves into
corners.The authors explore ways to enhance flexibility by:•
Organizing systems using combinators to compose mix-and-match parts,
ranging from small functions to whole arithmetics, with standardized
interfaces• Augmenting data with independent annotation layers, such as
units of measurement or provenance• Combining independent pieces of
partial information using unification or propagation• Separating control
structure from problem domain with domain models, rule systems and
pattern matching, propagation, and dependency-directed backtracking•
Extending the programming language, using dynamically extensible
evaluatorsSome of the techniques, such as dynamically extensible
generic procedures, are extremely powerful but potentially dangerous.
Each chapter includes exercises. Code is written in Scheme, a simple
dialect of Lisp. Examples range from astronomy to automatic
differentiation to an adventure game.
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