Story Details

  • Learning C3

    Posted: 2025-05-29 13:33:31

    The blog post "Learning C3" details the author's experience learning the C3 linearization algorithm used for multiple inheritance in programming languages like Python and R. They found the algorithm initially complex and confusing due to its recursive nature and reliance on Method Resolution Order (MRO). Through a step-by-step breakdown of the algorithm's logic and the use of visual aids like diagrams, the author gained a deeper understanding. They highlight how the algorithm prevents unexpected behavior from the "diamond problem" in multiple inheritance by establishing a predictable and consistent method lookup order. The post concludes with the author feeling satisfied with their newfound comprehension of C3 and its importance for robust object-oriented programming.

    Summary of Comments ( 69 )
    https://news.ycombinator.com/item?id=44125966

    HN commenters generally praised the article for its clarity and approachable explanation of C3, a complex topic. Several appreciated the author's focus on practical usage and avoidance of overly academic language. Some pointed out that while C3 is important for understanding multiple inheritance and mixins, it's less relevant in languages like Python which use a simpler method resolution order. One commenter highlighted the importance of understanding the underlying concepts even if using languages that abstract away C3, as it aids in debugging and comprehending complex inheritance hierarchies. Another commenter pointed out that Python's MRO is actually a derivative of C3. A few expressed interest in seeing a follow-up article covering the performance implications of C3.