Context-aware programming languages (PhD thesis)
Supervised by Alan Mycroft
University of Cambridge, March 2017
The development of programming languages needs to reflect important changes in the way programs execute. In recent years, this has included the development of parallel programming models (in reaction to the multi-core revolution) or improvements in data access technologies. This thesis is a response to another such revolution -- the diversification of devices and systems where programs run.
The key point made by this thesis is the realization that an execution environment or a context is fundamental for writing modern applications and that programming languages should provide abstractions for programming with context and verifying how it is accessed.
We identify a number of program properties that were not connected before, but model some notion of context. Our examples include tracking different execution platforms (and their versions) in cross-platform development, resources available in different execution environments (e.g. GPS sensor on a phone and database on the server), but also more traditional notions such as variable usage (e.g. in liveness analysis and linear logics) or past values in stream-based dataflow programming. Our first contribution is the discovery of the connection between the above examples and their novel presentation in the form of calculi (coeffect systems). The presented type systems and formal semantics highlight the relationship between different notions of context.
Our second contribution is the definition of two unified coeffect calculi that capture the common structure of the examples. In particular, our flat coeffect calculus models languages with contextual properties of the execution environment and our structural coeffect calculus models languages where the contextual properties are attached to the variable usage. We define the semantics of the calculi in terms of category theoretical structure of an indexed comonad (based on dualisation of the well-known monad structure), use it to define operational semantics and prove type safety of the calculi.
Our third contribution is a novel presentation of our work in the form of web-based interactive essay. This provides a simple implementation of three context-aware programming languages and lets the reader write and run simple context-aware programs, but also explore the theory behind the implementation including the typing derivation and semantics.
Thesis and more information
- Download the thesis (PDF)
- For flat coeffect calculus, see ICALP 2013 paper
- For structural coeffect calculus, see ICFP 2014 paper
To present the ideas behind coeffects, I also made an interactive essay (discussed in Chapter 7 of the thesis), which provides an easy to understand interactive explanation of coeffects. This is the best place to start if you want to learn about what I did and it is a lot shorter than the whole thesis!
Most of the (interesting) work from the thesis has been better described in the ICALP 2013 and ICFP 2014 papers mentioned above, but the thesis can be cited using the following information:
1: 2: 3: 4: 5: 6: 7:
If you have any comments, suggestions or related ideas, I'll be happy to hear from you! Send me an email at email@example.com or get in touch via Twitter at @tomaspetricek.
Published: Thursday, 18 December 2014, 12:00 AM
Author: Tomas Petricek
Typos: Send me a pull request!