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Grokking the Sequent Calculus (Functional Pearl) (2406.14719v1)

Published 20 Jun 2024 in cs.PL

Abstract: The sequent calculus is a proof system which was designed as a more symmetric alternative to natural deduction. The {\lambda}{\mu}{\mu}-calculus is a term assignment system for the sequent calculus and a great foundation for compiler intermediate languages due to its first-class representation of evaluation contexts. Unfortunately, only experts of the sequent calculus can appreciate its beauty. To remedy this, we present the first introduction to the {\lambda}{\mu}{\mu}-calculus which is not directed at type theorists or logicians but at compiler hackers and programming-language enthusiasts. We do this by writing a compiler from a small but interesting surface language to the {\lambda}{\mu}{\mu}-calculus as a compiler intermediate language.

Summary

  • The paper introduces the λμμ-calculus as an effective intermediate language by emphasizing first-class evaluation contexts.
  • The authors showcase practical applications with examples like optimized list multiplication that efficiently handle control effects.
  • The study explores data-codata duality and refined typing rules, suggesting new avenues for robust compiler optimizations.

An Exploration of the 𝜆𝜇𝜇-Calculus as an Intermediate Language for Compilers

The paper "Grokking the Sequent Calculus (Functional Pearl)" provides an articulate and detailed exploration of the 𝜆𝜇𝜇-calculus, illustrating its potential as a compiler intermediate language. The research primarily aims to render the beauty and efficacy of this calculus accessible to those outside the conventional domains of type theory and logic, specifically targeting compiler developers and programming enthusiasts who might leverage these insights for practical applications.

Core Concepts and Contributions

The core objective of this work is to introduce the 𝜆𝜇𝜇-calculus through an approachable lens, shedding light on its applications beyond its typical audience of logicians. The authors achieve this by articulating the 𝜆𝜇𝜇-calculus's ability to serve as a robust foundation for the intermediate languages of compilers, attributed mainly to its adept management of evaluation contexts as first-class entities. This is significant in the compiler design domain, where optimization and precise control over evaluation strategy are paramount.

Technical Exposition

The paper begins by establishing a comprehensive understanding of the 𝜆𝜇𝜇-calculus, elucidating its syntax and operational semantics. Key to this calculus is its handling of evaluation contexts as first-class citizens—allowing powerful syntactic constructs that can optimize common programming patterns like pattern matching and function applications.

The authors provide numerous examples to illustrate the concept, including an optimized list multiplication function featuring early exit conditions upon encountering a zero. This example underscores the control effects that the 𝜆𝜇𝜇-calculus can capture and translate into efficiently compiled code. Such control effects are traditionally challenging to represent and optimize in languages reliant solely on the lambda calculus.

The discourse extends to cover foundational typing rules, ensuring that terms remain well-typed throughout transformations—a cornerstone for maintaining program correctness during compilation.

Numerical and Theoretical Findings

A significant theoretical contribution is the delineation of data and codata duality, highlighting how sequent-calculus-based languages elegantly expose symmetries and dualities obscured in other paradigms. These properties have profound implications for understanding type dualities like strict versus lazy evaluation and the duality between data constructors and codata destructors.

Implications and Future Directions

This work implies numerous practical applications. Most prominently, it positions the 𝜆𝜇𝜇-calculus as a candidate for future compilers designed to harness its expressive power and optimize complex programs more effectively. This insight could prompt a shift towards incorporating such calculi in modern compiler architectures, facilitating more seamless introduction of optimization passes traditionally cumbersome under conventional intermediate representations like CPS.

From a theoretical perspective, the paper encourages reconsidering existing paradigms wherein type symmetry and evaluation strategies could be unified into a more harmonious system. The discussion on polarities and potential mixed evaluation strategies exemplifies the depth of untapped research potential following this paper.

Conclusion

In summary, "Grokking the Sequent Calculus (Functional Pearl)" thoughtfully bridges advanced theoretical concepts with practical compiler design requirements. By demystifying the 𝜆𝜇𝜇-calculus and fostering its understanding among a broader audience, the authors not only expand its applicability but also invite ongoing research and exploration into refining and extending this powerful calculus. For practitioners and researchers in the field of compiler construction and programming language theory, this exposition offers valuable insights and a robust framework for future investigations.

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