The main function of a compiler is to translate source code written in a high-level programming language into machine code or intermediate code that a computer can execute. This process includes several stages, such as lexical analysis, synthesis, and optimization. The overall goal is to enable efficient program execution while ensuring that the original logic and functionality of the code are preserved. Compilers are fundamental in software development, playing a key role in making programming languages usable.