ast-grep (sg)
ast-grep is a fast and polyglot tool for code searching, linting, and rewriting based on Abstract Syntax Trees (AST). It excels at structural search and replace where regex fails.
When to use
- Structural Search: Finding code based on structure (e.g., "all function calls to
foowith 2 arguments") regardless of whitespace. - Refactoring: Renaming variables, changing function signatures, or transforming code patterns safely.
- Linting: Creating custom rules to enforce code style or best practices.
- Code Analysis: Extracting information from codebases.
Quick Start
CLI Basics
# Search (pattern must be in single quotes)
ast-grep -p '$A + $B' --lang ts
# Rewrite (dry run)
ast-grep -p '$A != null' --rewrite '$A' --lang ts
# Interactive Rewrite
ast-grep -p 'var $A = $B' --rewrite 'const $A = $B' --interactive
Pattern Syntax
- Meta-variables:
$VARmatches any single node. - Multi-meta-variables:
$$$ARGSmatches zero or more nodes (list of items). - Wildcard:
$_matches any node (non-capturing). - Anonymous:
$$matches any list of nodes (non-capturing).
See Pattern Syntax for details.
Core Concepts
Understanding Named vs Unnamed nodes and Matching Strictness is crucial for precise patterns.
- Named Nodes:
identifier,function_definition(matched by$VAR). - Unnamed Nodes:
(,),;(skipped by default insmartmode). - Strictness: Control matching precision (
smart,cst,ast,relaxed,signature).
See Core Concepts for details.
Rule Configuration (YAML)
For complex tasks, use YAML configuration files.
id: no-console-log
language: TypeScript
rule:
pattern: console.log($$$ARGS)
inside:
kind: function_declaration
stopBy: end
fix: '' # Remove the log
See Rule Configuration for details.
Advanced Rewriting
ast-grep supports complex transformations (regex replace, case conversion) and rewriters for sub-node transformation.
See Rewriting & Transformations for details.
Project Setup & Testing
For larger projects, organize rules and tests using sgconfig.yml.
- Scaffold:
ast-grep new project - Config:
sgconfig.ymldefines rule and test directories. - Testing: Define
validandinvalidcases to ensure rule accuracy.
See Project Setup & Testing for details.
Utility Rules
Reuse logic with local or global utility rules. Enables recursive matching.
utils:
is-literal:
any: [{kind: string}, {kind: number}]
rule:
matches: is-literal
See Utility Rules for details.
Configuration Reference
Full reference for YAML fields (id, severity, files, ignores) and supported languages.
See Configuration Reference for details.
CLI Reference
Common commands: scan, run, new, test, lsp.
See CLI Reference for details.