JIT Parser

Top-down recursive descent backtracking PEG scanner-less JIT parser combinator generator.

A high-performance parser library that compiles grammar definitions into efficient JavaScript parsing functions at runtime. It generates both Concrete Syntax Trees (CST) and Abstract Syntax Trees (AST) from textual input.

Installation

npm install jit-parser

Quick Start

import {CodegenGrammar} from 'jit-parser';
import {ParseContext} from 'jit-parser';

// Define a simple grammar
const grammar = {
  start: 'Value',
  cst: {
    Value: 'hello'
  }
};

// Compile the grammar to JavaScript
const parser = CodegenGrammar.compile(grammar);

// Parse input
const ctx = new ParseContext('hello', false);
const cst = parser(ctx, 0);
console.log(cst); // CST node representing the parse result

Grammar Node Types

JIT Parser supports six main grammar node types for defining parsing rules. Grammar rules can be fully defined in JSON, making them language-agnostic and easy to serialize.

1. RefNode (Reference Node)

References a named node defined elsewhere in the grammar.

Interface:

type RefNode<Name extends string = string> = {r: Name};

Syntax:

{r: 'NodeName'}

Example:

const grammar = {
  start: 'Program',
  cst: {
    Program: {r: 'Statement'},
    Statement: 'return;'
  }
};

2. TerminalNode (Terminal Node)

Matches literal strings, regular expressions, or arrays of strings. Terminal nodes are leaf nodes in the parse tree.

Interface:

interface TerminalNode {
  type?: string;                           // Type name (default: "Text")
  t: RegExp | string | '' | string[];      // Pattern(s) to match
  repeat?: '*' | '+';                      // Repetition (only for string arrays)
  sample?: string;                         // Sample text for generation
  ast?: AstNodeExpression;                 // AST transformation
}

// Shorthand: string, RegExp, or empty string
type TerminalNodeShorthand = RegExp | string | '';

Syntax:

// String literal
'hello'

// Regular expression  
/[a-z]+/

// Array of alternatives
{t: ['true', 'false']}

// With repetition
{t: [' ', '\t', '\n'], repeat: '*'}

// Full terminal node
{
  t: /\d+/,
  type: 'Number',
  sample: '123'
}

Examples:

// Simple string terminal
Value: 'null'

// RegExp terminal  
Number: /\-?\d+(\.\d+)?/

// Alternative strings
Boolean: {t: ['true', 'false']}

// Repeating whitespace
WS: {t: [' ', '\t', '\n'], repeat: '*'}

3. ProductionNode (Production Node)

Matches a sequence of grammar nodes in order. All nodes in the sequence must match for the production to succeed.

Interface:

interface ProductionNode {
  p: GrammarNode[];                    // Sequence of nodes to match
  type?: string;                       // Type name (default: "Production")
  children?: Record<number, string>;   // Child index to property mapping
  ast?: AstNodeExpression;             // AST transformation
}

// Shorthand: array of grammar nodes
type ProductionNodeShorthand = GrammarNode[];

Syntax:

// Shorthand array
['{', {r: 'Content'}, '}']

// Full production node
{
  p: ['{', {r: 'Content'}, '}'],
  type: 'Block',
  children: {
    1: 'content'  // Maps index 1 to 'content' property
  }
}

Examples:

// Function call: func()
FunctionCall: ['func', '(', ')']

// Object with named children
Object: {
  p: ['{', {r: 'Members'}, '}'],
  children: {
    1: 'members'
  }
}

4. UnionNode (Union Node)

Matches one of several alternative patterns. The first matching alternative is selected (ordered choice).

Interface:

interface UnionNode {
  u: GrammarNode[];           // Array of alternative nodes
  type?: string;              // Type name (default: "Union")
  ast?: AstNodeExpression;    // AST transformation
}

Syntax:

{
  u: [pattern1, pattern2, pattern3]
}

Examples:

// Literal values
Literal: {
  u: ['null', 'true', 'false', {r: 'Number'}, {r: 'String'}]
}

// Statement types
Statement: {
  u: [
    {r: 'IfStatement'},
    {r: 'ReturnStatement'}, 
    {r: 'ExpressionStatement'}
  ]
}

5. ListNode (List Node)

Matches zero or more repetitions of a pattern.

Interface:

interface ListNode {
  l: GrammarNode;              // Node to repeat
  min?: number;                // Minimum number of repetitions (default: 0)
  max?: number;                // Maximum number of repetitions
  sep?: GrammarNode;           // Optional separator node
  type?: string;               // Type name (default: "List")
  ast?: AstNodeExpression;     // AST transformation
}

Syntax:

{
  l: pattern,       // Matches: zero or more occurrences of pattern
  min: 1,           // Require at least 1 match
  max: 5,           // Stop after 5 matches
  sep: separator    // Optional separator between pattern matches
}

Examples:

// Zero or more statements
Statements: {
  l: {r: 'Statement'}
}

// Comma-separated list with at least 1 item
Arguments: {
  l: {r: 'Expression'},
  min: 1,
  sep: ','
}

6. PredicateNode (Lookahead Node)

A syntactic predicate (PEG lookahead). It matches zero-width — it never consumes input and never produces an AST node — and succeeds or fails purely based on whether its inner node matches at the current position.

Interface:

interface PredicateNode {
  not?: GrammarNode;   // Negative lookahead (!e)
  and?: GrammarNode;   // Positive lookahead (&e)
  type?: string;       // Type name (default: "Predicate")
}

A node has exactly one of not or and:

{not: e} — negative lookahead (!e): succeeds (zero-width) iff e does not match here.
{and: e} — positive lookahead (&e): succeeds (zero-width) iff e matches here. This is sugar for {not: {not: e}}.

Syntax:

{not: pattern}   // assert pattern is NOT ahead
{and: pattern}   // assert pattern IS ahead

Examples:

// Keyword boundary: match `null`, but only if it is not the prefix of a
// longer identifier (so `nullish` does NOT match).
Null: ['null', {not: /[a-zA-Z0-9_]/}]

// End-of-input: "not any character".
EOF: {not: /[\s\S]/}

// Disambiguation: a value that is not the start of an assignment.
Value: [{not: {r: 'Assignment'}}, {r: 'Expression'}]

// Positive lookahead: a digit run, but only when it starts with "9"
// (the `9` is asserted, not consumed, so `Number` still sees it).
NineNumber: [{and: '9'}, {r: 'Number'}]

Because a predicate is zero-width and produces no AST, it never appears in the AST and does not shift children indices.

Tree Types

JIT Parser works with four types of tree structures:

1. Grammar Nodes

The grammar definition that describes the parsing rules. These are the node types described above that define how to parse input text.

2. CST (Concrete Syntax Tree)

The parse tree that contains every matched token and maintains the complete structure of the parsed input.

Interface:

interface CstNode {
  ptr: Pattern;         // Reference to grammar pattern
  pos: number;          // Start position in input
  end: number;          // End position in input  
  children?: CstNode[]; // Child nodes
}

Example CST:

// For input: '{"foo": 123}'
{
  ptr: ObjectPattern,
  pos: 0,
  end: 13,
  children: [
    {ptr: TextPattern, pos: 0, end: 1},      // '{'
    {ptr: MembersPattern, pos: 1, end: 12,   // '"foo": 123'
      children: [...]
    },
    {ptr: TextPattern, pos: 12, end: 13}     // '}'
  ]
}

3. AST (Abstract Syntax Tree)

A simplified tree structure derived from the CST, typically containing only semantically meaningful nodes.

Default AST Interface:

interface CanonicalAstNode {
  type: string;                                    // Node type
  pos: number;                                     // Start position
  end: number;                                     // End position
  raw?: string;                                    // Raw matched text
  children?: (CanonicalAstNode | unknown)[];      // Child nodes
}

Example AST:

// For input: '{"foo": 123}' 
{
  type: 'Object',
  pos: 0,
  end: 13,
  children: [
    {
      type: 'Entry',
      key: {type: 'String', value: 'foo'},
      value: {type: 'Number', value: 123}
    }
  ]
}

CST to AST Conversion Rules

Default Conversion: Each CST node becomes an AST node with type, pos, end, and children properties.
AST Expressions: Use ast property in grammar nodes to customize AST generation:
- ast: null - Skip this node in AST
- ast: ['$', '/children/0'] - Use first child's AST
- ast: {...} - Custom JSON expression for transformation

Children Mapping: Use children property to map CST child indices to AST properties:

{
  children: {
    0: 'key',      // CST child 0 -> AST property 'key'
    2: 'value'     // CST child 2 -> AST property 'value'  
  }
}

Type Override: Specify custom type property instead of default node type names.

4. Debug Trace Tree

If debug mode is enabled during compilation, the parser captures all grammar node tree paths that were attempted during parsing. This debug trace tree is useful for debugging parser behavior and improving parser performance by understanding which rules were tried and failed.

Interface:

interface TraceNode {
  type: string;         // Grammar rule name that was attempted
  pos: number;          // Start position where rule was tried
  end?: number;         // End position if rule succeeded  
  children?: TraceNode[]; // Nested rule attempts
  success: boolean;     // Whether the rule matched successfully
}

The debug trace captures the complete parsing process, including failed attempts, making it invaluable for understanding complex parsing scenarios and optimizing grammar rules.

Grammar Compilation

Grammars are compiled to efficient JavaScript functions that can parse input strings rapidly.

Basic Compilation

import {CodegenGrammar} from 'jit-parser';

const grammar = {
  start: 'Value',
  cst: {
    Value: {r: 'Number'},
    Number: /\d+/
  }
};

// Compile to parser function  
const parser = CodegenGrammar.compile(grammar);

Compilation Options

import {CodegenContext} from 'jit-parser';

const ctx = new CodegenContext(
  true,  // positions: Include pos/end in AST
  true,  // astExpressions: Process AST transformations
  false  // debug: Generate debug trace code
);

const parser = CodegenGrammar.compile(grammar, ctx);

Viewing Compiled Grammar

You can print the grammar structure by converting it to a string:

import {GrammarPrinter} from 'jit-parser';

const grammarString = GrammarPrinter.print(grammar);
console.log(grammarString);

Example output:

Value (reference)
└─ Number (terminal): /\d+/

Complex Grammar Example

const jsonGrammar = {
  start: 'Value',
  cst: {
    WOpt: {t: [' ', '\n', '\t', '\r'], repeat: '*', ast: null},
    Value: [{r: 'WOpt'}, {r: 'TValue'}, {r: 'WOpt'}],
    TValue: {
      u: ['null', {r: 'Boolean'}, {r: 'Number'}, {r: 'String'}, {r: 'Object'}, {r: 'Array'}]
    },
    Boolean: {t: ['true', 'false']},  
    Number: /\-?\d+(\.\d+)?([eE][\+\-]?\d+)?/,
    String: /"[^"\\]*(?:\\.[^"\\]*)*"/,
    Object: ['{', {r: 'Members'}, '}'],
    Members: {
      u: [
        {
          p: [{r: 'Entry'}, {l: {p: [',', {r: 'Entry'}], ast: ['$', '/children/1']}}],
          ast: ['concat', ['push', [[]], ['$', '/children/0']], ['$', '/children/1']]
        },
        {r: 'WOpt'}
      ]
    },
    Entry: {
      p: [{r: 'String'}, ':', {r: 'Value'}],
      children: {0: 'key', 2: 'value'}
    },
    Array: ['[', {r: 'Elements'}, ']']
    // ... more rules
  },
  ast: {
    Value: ['$', '/children/1'],      // Extract middle child (TValue)  
    Boolean: ['==', ['$', '/raw'], 'true'],  // Convert to boolean
    Number: ['num', ['$', '/raw']]    // Convert to number
  }
};

const parser = CodegenGrammar.compile(jsonGrammar);
console.log(GrammarPrinter.print(jsonGrammar));

Debug Mode

Debug mode captures a trace of the parsing process, showing which grammar rules were attempted at each position.

Enabling Debug Mode

import {CodegenContext, ParseContext} from 'jit-parser';

// Enable debug during compilation
const debugCtx = new CodegenContext(true, true, true); // debug = true
const parser = CodegenGrammar.compile(grammar, debugCtx);

// Create trace collection  
const rootTrace = {pos: 0, children: []};
const parseCtx = new ParseContext('input text', false, [rootTrace]);

// Parse with debug trace
const cst = parser(parseCtx, 0);

// Print debug trace
import {printTraceNode} from 'jit-parser';
console.log(printTraceNode(rootTrace, '', 'input text'));

Debug Trace Output

The debug trace shows:

Which grammar rules were attempted
At what positions in the input
Whether each attempt succeeded or failed
The hierarchical structure of rule attempts

Example trace output:

Root
└─ Value 0:22 → ' {"foo": ["bar", 123]}'
   ├─ WOpt 0:1 → " "
   ├─ TValue 1:22 → '{"foo": ["bar", 123]}'
   │  ├─ Null
   │  ├─ Boolean  
   │  ├─ String
   │  └─ Object 1:22 → '{"foo": ["bar", 123]}'
   │     ├─ Text 1:2 → "{"
   │     ├─ Members 2:21 → '"foo": ["bar", 123]'
   │     │  └─ Production 2:21 → '"foo": ["bar", 123]'
   │     │     ├─ Entry 2:21 → '"foo": ["bar", 123]'
   │     │     │  ├─ String 2:7 → '"foo"'
   │     │     │  ├─ Text 7:8 → ":"
   │     │     │  └─ Value 8:21 → ' ["bar", 123]' 
   │     │     │     └─ ...
   │     │     └─ List 21:21 → ""
   │     └─ Text 21:22 → "}"
   └─ WOpt 22:22 → ""

Testing

Because a JSON Grammar is portable data, its tests can be too. Grammars are tested with a small, standardized schema where each test is written as JSON — an input plus the expected output (AST, CST, trace, consumed length, and more). The same test files work across programming languages and across test runners, so you develop a grammar by editing just two things: the grammar and its tests.

See docs/testing.md for an introduction.

Examples

1. Simple Expression Parser

const exprGrammar = {
  start: 'Expression',
  cst: {
    Expression: {r: 'Number'},
    Number: {
      t: /\d+/,
      type: 'Number'
    }
  }
};

const parser = CodegenGrammar.compile(exprGrammar);
const ctx = new ParseContext('42', true);
const cst = parser(ctx, 0);
const ast = cst.ptr.toAst(cst, '42');
console.log(ast); // {type: 'Number', pos: 0, end: 2, raw: '42'}

2. JSON Parser

import {grammar as jsonGrammar} from 'jit-parser/lib/grammars/json';

const parser = CodegenGrammar.compile(jsonGrammar);
const json = '{"name": "John", "age": 30}';
const ctx = new ParseContext(json, true);
const cst = parser(ctx, 0);
const ast = cst.ptr.toAst(cst, json);
console.log(ast);

3. Custom AST Transformation

const grammar = {
  start: 'KeyValue', 
  cst: {
    KeyValue: {
      p: [{r: 'Key'}, '=', {r: 'Value'}],
      children: {0: 'key', 2: 'value'},
      type: 'Assignment'
    },
    Key: /[a-zA-Z]+/,
    Value: /\d+/
  },
  ast: {
    KeyValue: {
      type: 'Assignment',
      key: ['$', '/children/0/raw'],
      value: ['num', ['$', '/children/2/raw']]
    }
  }
};

4. List Parsing

const listGrammar = {
  start: 'List',
  cst: {
    List: ['[', {r: 'Items'}, ']'],
    Items: {
      u: [
        {
          p: [{r: 'Item'}, {l: {p: [',', {r: 'Item'}], ast: ['$', '/children/1']}}],
          ast: ['concat', ['push', [[]], ['$', '/children/0']], ['$', '/children/1']]
        },
        ''  // Empty list
      ]
    },
    Item: /\w+/
  }
};

API Reference

Core Classes

`CodegenGrammar`

static compile(grammar: Grammar, ctx?: CodegenContext): Parser
compileRule(ruleName: string): Pattern

`ParseContext`

constructor(str: string, ast: boolean, trace?: RootTraceNode[])

`CodegenContext`

constructor(positions: boolean, astExpressions: boolean, debug: boolean)

`GrammarPrinter`

static print(grammar: Grammar, tab?: string): string

Utility Functions

`printCst(cst: CstNode, tab: string, src: string): string`

Print a formatted CST tree

`printTraceNode(trace: RootTraceNode | ParseTraceNode, tab: string, src: string): string`

Print a formatted debug trace

Type Definitions

See the Grammar Node Types section for complete interface definitions.

This parser generator provides a powerful and efficient way to build custom parsers with minimal code while maintaining high performance through JIT compilation.

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JIT Parser

Table of Contents

Installation

Quick Start

Grammar Node Types

1. RefNode (Reference Node)

2. TerminalNode (Terminal Node)

3. ProductionNode (Production Node)

4. UnionNode (Union Node)

5. ListNode (List Node)

6. PredicateNode (Lookahead Node)

Tree Types

1. Grammar Nodes

2. CST (Concrete Syntax Tree)

3. AST (Abstract Syntax Tree)

CST to AST Conversion Rules

4. Debug Trace Tree

Grammar Compilation

Basic Compilation

Compilation Options

Viewing Compiled Grammar

Complex Grammar Example

Debug Mode

Enabling Debug Mode

Debug Trace Output

Testing

Examples

1. Simple Expression Parser

2. JSON Parser

3. Custom AST Transformation

4. List Parsing

API Reference

Core Classes

CodegenGrammar

ParseContext

CodegenContext

GrammarPrinter

Utility Functions

printCst(cst: CstNode, tab: string, src: string): string

printTraceNode(trace: RootTraceNode | ParseTraceNode, tab: string, src: string): string

Type Definitions

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Languages

`CodegenGrammar`

`ParseContext`

`CodegenContext`

`GrammarPrinter`

`printCst(cst: CstNode, tab: string, src: string): string`

`printTraceNode(trace: RootTraceNode | ParseTraceNode, tab: string, src: string): string`

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