In computing, partial evaluation is a technique for several different types of program optimization by specialization. The most straightforward application is to produce new programs that run faster than the originals while being guaranteed to behave in the same way.
where , the static data, is the part of the input data known at compile time.
The partial evaluator transforms into by precomputing all static input at compile time. is called the "residual program" and should run more efficiently than the original program. The act of partial evaluation is said to "residualize" to .
A particularly interesting example of the use of partial evaluation, first described in the 1970s by Yoshihiko Futamura, is when prog is an interpreter for a programming language.
If Istatic is source code designed to run inside that interpreter, then partial evaluation of the interpreter with respect to this data/program produces prog*, a version of the interpreter that only runs that source code, is written in the implementation language of the interpreter, does not require the source code to be resupplied, and runs faster than the original combination of the interpreter and the source. In this case prog* is effectively a compiled version of Istatic.
This technique is known as the first Futamura projection, of which there are three:
- Specializing an interpreter for given source code, yielding an executable.
- Specializing the specializer for the interpreter (as applied in #1), yielding a compiler.
- Specializing the specializer for itself (as applied in #2), yielding a tool that can convert any interpreter to an equivalent compiler.
Furthermore, applying the tool in #3 to itself yields the tool itself, so it is a Quine.
They were first described by Futamura in 1983.
- Compile-time function execution
- Partial application
- Run-time algorithm specialisation
- smn theorem
- Strength reduction
- Template metaprogramming
- Yoshihiko Futamura, https://web.archive.org/web/20110629171734/http://www.brics.dk/~hosc/local/HOSC-12-4-pp381-391.pdf Partial Evaluation of Computation Process – An Approach to a Compiler-Compiler
- Charles Consel and Olivier Danvy (1993). "Tutorial Notes on Partial Evaluation". Proceedings of the Twentieth Annual ACM Symposium on Principles of Programming Languages: 493–501.
- Neil D. Jones, Carsten K. Gomard, and Peter Sestoft: Partial Evaluation and Automatic Program Generation (1993) Book, full text available online.
- 1999 ACM SIGPLAN Workshop on Partial Evaluation and Semantics-Based Program Manipulation (PEPM'99)
- C++ Templates as Partial Evaluation, 1999 ACM SIGPLAN Workshop on Partial Evaluation and Semantics-Based Program Manipulation (PEPM'99)
- C++ Templates as Partial Evaluation a different version including Catat (pdf)
- Applying Dynamic Partial Evaluation to dynamic, reflective programming languages