Sunday, February 26, 2017

Sustainable Software Design

by Martin Robillard, McGill University (@mp_robillard)
Associate Editor: Christoph Treude (@ctreude)

cross-posted from Martin Robillard's blog

There's a lot of interest in understanding software design as an activity. But what happens to the outcome of this activity? At one extreme, what happens on the whiteboard stays on the whiteboard (design is never explicitly captured). At the other extreme, design information is meticulously captured and archived, and then invalidated by the first decent refactoring. So without explicit effort, design knowledge just disappears. The consequence is that without design information developers will have to perform ignorant surgery. The temptation for ignorant surgery has to be related to the cost of maintaining accessible design information. When a particular design is expensive to describe and maintain, its description and rationale is at risk of being lost, no matter how awesome the underlying design ideas are.

So why don't we explicitly consider how expensive a particular design decision will be to capture and maintain consistent with the code, before adopting it?

There exist quality models for software design. They include attributes like reusability, flexibility, understandability. But, as far as I can tell we don't yet have an attribute that captures how cost-effective it is to describe a set of design decisions over time. That attribute is what I would call sustainability.

There's no techno-fix to make design more sustainable. It's a complex, multi-faceted problem. In this paper I review the areas of software development research and practice that relate to design sustainability and explain why they are not silver bullets. These include:
  • Modularity can contribute to design sustainability when design decisions map to code organization concerns. Unfortunately many design decisions don't have much to do with modular decomposition. There's also the issue that many concerns cannot easily be modularized.
  • The relation between documentation and sustainable design is paradoxical. On one hand, good documentation can help sustain a design over time. On the other, documentation is expensive, which is a direct factor of unsustainability. The idea of fully self-documenting systems is appealing, but impractical. Parnas and Clements compared it to the Philosopher's Stone.
  • Programming language constructs are another tool to manage sustainability. For example assert statements are a cheap and relatively user-friendly way to capture simple designs rules and assumptions. There's also research to develop language support for stating and verifying more complex design-level properties, such as immutability. The related challenge for design sustainability is that that language-supported specifiable properties form a closed set of low-level concerns, whereas the set of possible design decisions is open and ranges over different abstraction levels.
  • Design patterns offer a natural map between parts of a system and a set of design rules and even their rationale. The major limitation here is that by definition, patterns are solutions to common problems, whereas there are many idiosyncratic design problems in software projects.
So, how to we move towards sustainable design? Maybe we can draw a lesson from gardening. At this point in our history we have the technology to grow anything anywhere. But the best way for a garden to stay alive with minimum effort is to select plants that are a good match for a specific environment. Likewise with design decisions. Different projects and systems have characteristics that are the equivalent of different types of soil, luminosity conditions, humidity. So we have to figure out how to select and nurture the design decisions that will thrive in these conditions.

References

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