Ousterhout's dichotomy


Ousterhout's dichotomy is computer scientist John Ousterhout's categorization that high-level programming languages tend to fall into two groups, each with distinct properties and uses: system programming languages and scripting languages – compare programming in the large and programming in the small. This distinction underlies the design of his language Tcl.
System programming languages usually have the following properties:
System programming languages tend to be used for components and applications with large amounts of internal functionality such as operating systems, database servers, and Web browsers. These applications typically employ complex algorithms and data structures and require high performance. Prototypical examples of system programming languages include C and Modula-2.
By contrast, scripting languages tend to have the following properties:
Scripting languages tend to be used for applications where most of the functionality comes from other programs ; the scripts are used to glue together other programs or add additional layers of functionality on top of existing programs. Ousterhout claims that scripts tend to be short and are often written by less sophisticated programmers, so execution efficiency is less important than simplicity and ease of interaction with other programs. Common applications for scripting include Web page generation, report generation, graphical user interfaces, and system administration. Prototypical examples of scripting languages include AppleScript, C shell, DOS batch files, and Tcl.

History

The dichotomy was fully set out in, though Ousterhout had drawn this distinction since at least the design of Tcl, and had stated it publicly at various times. An early episode was "" of late September and October 1994, where Richard Stallman posted an article critical of Tcl, entitled "Why you should not use Tcl", to which Ousterhout replied with an articulation of his dichotomy:

Criticism

Many believe that the dichotomy is highly arbitrary, and refer to it as Ousterhout's fallacy or Ousterhout's false dichotomy. While strong-versus-weak typing, data structure complexity, and independent versus stand-alone might be said to be unrelated features, the usual critique of Ousterhout's dichotomy is of its distinction of compiling versus interpreting, since neither semantics nor syntax depend significantly on whether code is compiled into machine-language, interpreted, tokenized, or byte-compiled at the start of each run, or any mix of these. Many languages fall between being interpreted or compiled. This makes compiling versus interpreting a dubious parameter in a taxonomy of programming languages.