Static Analysis for Amy: Introduction to AST-based Analysis

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Description

This lecture introduces static analysis techniques such as AST-based analysis, taint analysis, and symbolic execution. It explains the benefits of static analysis over testing, the immediate advantages it offers, and how it complements compilers. The lecture covers where static analysis can be applied in the code compilation process, from lexer to IR generation. It also delves into specific examples of AST analysis, rule implementations, and limitations of AST analysis. The presentation includes practical demonstrations and examples to illustrate the concepts discussed.

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https://mediaspace.epfl.ch/media/0_wawhf9w8

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Related lectures (8)

Related concepts (92)

Lex (software)

Lex is a computer program that generates lexical analyzers ("scanners" or "lexers"). Lex is commonly used with the yacc parser generator. Lex, originally written by Mike Lesk and Eric Schmidt and described in 1975, is the standard lexical analyzer generator on many Unix systems, and an equivalent tool is specified as part of the POSIX standard. Lex reads an input stream specifying the lexical analyzer and writes source code which implements the lexical analyzer in the C programming language.

ANTLR

In computer-based language recognition, ANTLR (pronounced antler), or ANother Tool for Language Recognition, is a parser generator that uses a LL(*) algorithm for parsing. ANTLR is the successor to the Purdue Compiler Construction Tool Set (PCCTS), first developed in 1989, and is under active development. Its maintainer is Professor Terence Parr of the University of San Francisco. PCCTS 1.00 was announced April 10, 1992. ANTLR takes as input a grammar that specifies a language and generates as output source code for a recognizer of that language.

Scannerless parsing

In computer science, scannerless parsing (also called lexerless parsing) performs tokenization (breaking a stream of characters into words) and parsing (arranging the words into phrases) in a single step, rather than breaking it up into a pipeline of a lexer followed by a parser, executing concurrently. A language grammar is scannerless if it uses a single formalism to express both the lexical (word level) and phrase level structure of the language.

Comparison of parser generators

This is a list of notable lexer generators and parser generators for various language classes. Regular languages are a category of languages (sometimes termed Chomsky Type 3) which can be matched by a state machine (more specifically, by a deterministic finite automaton or a nondeterministic finite automaton) constructed from a regular expression.

Flex (lexical analyser generator)

Flex (fast lexical analyzer generator) is a free and open-source software alternative to lex. It is a computer program that generates lexical analyzers (also known as "scanners" or "lexers"). It is frequently used as the lex implementation together with Berkeley Yacc parser generator on BSD-derived operating systems (as both lex and yacc are part of POSIX), or together with GNU bison (a version of yacc) in *BSD ports and in Linux distributions.