Loppers

Extract source file skeletons using tree-sitter queries.

Removes function implementations while preserving structure, signatures, and docstrings. Supports 17 programming languages with a clean, fully-typed Python API and comprehensive CLI.

Requires: tree-sitter >= 0.25

Features

• ✅ 17 Languages - Python, JS/TS, Java, Kotlin, Go, Rust, C/C++, C#, Ruby, PHP, Swift, Lua, Scala, Groovy, Objective-C
• ✅ Smart Extraction - Functions, methods, constructors, arrow functions, getters/setters
• ✅ Preserved Elements - Signatures, class definitions, imports, docstrings, decorators
• ✅ All File Types - Process any non-binary text files (code, markdown, JSON, YAML, etc.)
• ✅ Binary Detection - Automatically skips binary files
• ✅ Ignore Patterns - Built-in + custom .gitignore support
• ✅ Fully Typed - Complete type hints throughout
• ✅ CLI & Library - Use as command-line tool or Python library

Quick Start

Installation

# With uv (recommended)
uv pip install loppers

# With pip
pip install loppers

Python API

The public API consists of 5 core functions:

1. extract_skeleton(source: str, language: str) -> str

Extract skeleton from source code by language identifier.

from loppers import extract_skeleton

code = """
def calculate(x: int, y: int) -> int:
    '''Calculate sum.'''
    result = x + y
    return result
"""

skeleton = extract_skeleton(code, "python")
print(skeleton)

Output:

def calculate(x: int, y: int) -> int:
    '''Calculate sum.'''

2. get_skeleton(file_path: Path | str, *, add_header: bool = False) -> str

Extract skeleton from a file by auto-detecting language from extension.

from loppers import get_skeleton

skeleton = get_skeleton("src/main.py")
print(skeleton)

# With header showing file path
skeleton = get_skeleton("src/main.py", add_header=True)
# Output: "--- /path/to/src/main.py\n..."

Raises:

• FileNotFoundError - If file doesn't exist
• ValueError - If file language is unsupported

3. find_files(root: str | Path, *, recursive: bool = True, ignore_patterns: Sequence[str] | None = None, use_default_ignore: bool = True, respect_gitignore: bool = True) -> list[str]

Collect all non-binary text files from a root directory.

from loppers import find_files

# Find all text files in src/ recursively (default)
files = find_files("src/")

# Returns file paths relative to root:
# ['main.py', 'utils.py', 'config.yaml', 'README.md']

# Non-recursive
files = find_files("src/", recursive=False)

# Custom ignore patterns (gitignore syntax)
files = find_files(
    "src/",
    ignore_patterns=["*.test.py", "venv/"],
    use_default_ignore=True,  # Still applies built-in patterns
    respect_gitignore=True,   # Still respects .gitignore
)

Features:

• Takes single root directory (not multiple paths)
• Returns file paths relative to root
• Automatically excludes binary files (images, archives, etc.)
• Respects .gitignore by default
• Supports custom gitignore-style ignore patterns
• Built-in patterns exclude node_modules, .git, pycache, build artifacts, etc.
• Works with ALL non-binary text files (code, markdown, JSON, YAML, etc.)

4. get_tree(root: str | Path, *, recursive: bool = True, ignore_patterns: Sequence[str] | None = None, use_default_ignore: bool = True, respect_gitignore: bool = True, collapse_single_dirs: bool = False, show_sizes: bool = False) -> str

Display formatted directory tree from a root directory.

from loppers import get_tree

# Display tree of src/ directory recursively
tree = get_tree("src/")
print(tree)

# Non-recursive tree
tree = get_tree("src/", recursive=False)

# With custom ignore patterns
tree = get_tree("src/", ignore_patterns=["*.test.py"])

# Collapse deep single-child directories (useful for Java packages)
tree = get_tree("src/", collapse_single_dirs=True)

# Show file sizes in human-friendly format
tree = get_tree("src/", show_sizes=True)

# Combine multiple options
tree = get_tree("src/", collapse_single_dirs=True, show_sizes=True)

Output (with collapse_single_dirs=True and show_sizes=True):

.
├─ main/java/com/example
│  ├─ Source.java  (2.3KB)
│  └─ Util.java  (1.8KB)
└─ resources/config.yaml  (512B)

5. concatenate_files(root: str | Path, file_paths: Sequence[str | Path], *, extract: bool = True, ignore_not_found: bool = False) -> str

Concatenate files with optional skeleton extraction. Useful when you already have a list of file paths that you want to combine.

from loppers import concatenate_files, find_files

# Get list of files to concatenate
root = "src/"
files = find_files(root)

# Concatenate with skeleton extraction (default)
result = concatenate_files(root, files)
print(result)

# Concatenate without extraction (include original content)
result = concatenate_files(root, files, extract=False)

# Ignore files that don't exist or can't be processed
result = concatenate_files(root, files, ignore_not_found=True)

Output format:

--- path/to/file.py
def calculate(x: int) -> int:
    '''Calculate.'''

--- path/to/other.js
function process() {
}

Features:

• Files are concatenated with headers showing their relative paths
• Each file separated by newlines
• Automatically extracts skeletons from code files (unless extract=False)
• Falls back to original content for unsupported file types
• Can optionally ignore files that don't exist or can't be processed

Parameters:

• root - Root directory (file paths are relative to this)
• file_paths - List of file paths (relative to root) to concatenate
• extract - Extract skeletons from code files (default True)
• ignore_not_found - Ignore files that cannot be found or processed (default False)

Raises:

• FileNotFoundError - If root doesn't exist or a file is not found (when ignore_not_found=False)
• ValueError - If no file paths provided or no files could be processed
• NotADirectoryError - If root is not a directory

Utility Function

get_language(extension: str) -> str | None - Get language identifier from file extension.

from loppers import get_language

get_language(".py")    # "python"
get_language(".js")    # "javascript"
get_language(".json")  # None (no extraction for data files)

Command-Line Interface

Loppers provides 4 subcommands for common tasks.

Basic Usage

loppers --version
loppers --help

1. extract - Extract skeleton from file or stdin

Extract a single file's skeleton:

# From file
loppers extract file.py
loppers extract file.py -o skeleton.py

# From stdin with explicit language
echo 'def foo(): pass' | loppers extract -l python

# Verbose output
loppers extract file.py -v

Options:

• FILE - File to extract (omit for stdin)
• -l, --language - Language identifier (auto-detected from extension if FILE provided, required for stdin)
• -o, --output - Output file (default: stdout)
• -v, --verbose - Print status to stderr

2. concatenate - Concatenate files with optional skeleton extraction

Process root directory with automatic skeleton extraction:

# Recursive (default)
loppers concatenate src/

# Non-recursive
loppers concatenate --no-recursive src/

# Save to file
loppers concatenate src/ -o combined.txt

# Verbose with progress
loppers concatenate -v src/

# Include original files without extraction
loppers concatenate --no-extract src/

# Custom ignore patterns
loppers concatenate -I "*.test.py" -I "venv/" src/

# Disable default ignores
loppers concatenate --no-default-ignore src/

# Don't respect .gitignore
loppers concatenate --no-gitignore src/

Features:

• Processes a single root directory (paths relative to root)
• Includes ALL non-binary text files (code, markdown, JSON, YAML, etc.)
• Automatically extracts skeletons for supported code files
• Includes original content for unsupported file types (graceful degradation)
• Each file prefixed with --- filepath header (relative path)
• Verbose mode shows extraction status for each file

Options:

• root - Root directory to process (required)
• -o, --output - Output file (default: stdout)
• --no-extract - Include original files without extraction
• -I, --ignore-pattern - Add custom ignore pattern (gitignore syntax, can be used multiple times)
• --no-default-ignore - Disable built-in ignore patterns
• --no-gitignore - Don't respect .gitignore
• --no-recursive - Don't recursively traverse directories
• -v, --verbose - Print status to stderr

3. tree - Show directory tree of discovered files

Display a formatted tree of all discovered files:

# Recursive tree (default)
loppers tree src/

# Non-recursive
loppers tree --no-recursive src/

# Save tree to file
loppers tree src/ -o tree.txt

# With ignore patterns
loppers tree -I "*.test.py" src/

# Collapse deep single-child directories (useful for Java packages)
loppers tree --collapse-single-dirs src/

# Show file sizes in human-friendly format
loppers tree --show-sizes src/

# Combine multiple options
loppers tree --collapse-single-dirs --show-sizes src/

Options:

• root - Root directory to process (required)
• -o, --output - Output file (default: stdout)
• -I, --ignore-pattern - Add custom ignore pattern
• --no-default-ignore - Disable built-in ignore patterns
• --no-gitignore - Don't respect .gitignore
• --no-recursive - Non-recursive tree
• --collapse-single-dirs - Collapse directories with single children (e.g., java/com/example becomes one line)
• --show-sizes - Show file sizes in human-friendly format (e.g., "1.2KB", "5.0MB")
• -v, --verbose - Print status to stderr

Collapse Example:

Without collapse:

.
└─ src
   └─ main
      └─ java
         └─ com
            └─ example
               ├─ Source.java
               └─ Util.java

With --collapse-single-dirs:

.
└─ src/main/java/com/example
   ├─ Source.java
   └─ Util.java

4. files - List all discovered files

Print one discovered file per line (relative to root):

# List all files recursively (default)
loppers files src/

# Save list to file
loppers files src/ -o file_list.txt

# Non-recursive
loppers files --no-recursive src/

# With custom ignores
loppers files -I "*.md" src/

Options:

• root - Root directory to process (required)
• -o, --output - Output file (default: stdout)
• -I, --ignore-pattern - Add custom ignore pattern
• --no-default-ignore - Disable built-in ignore patterns
• --no-gitignore - Don't respect .gitignore
• --no-recursive - Non-recursive listing
• -v, --verbose - Print status to stderr

Examples: Before and After

Python Example

Before:

class Calculator:
    def __init__(self, name: str):
        """Initialize calculator."""
        self.name = name
        self._setup()

    def process(self, data):
        """Process data."""
        result = []
        for item in data:
            result.append(item * 2)
        return result

After:

class Calculator:
    def __init__(self, name: str):
        """Initialize calculator."""

    def process(self, data):
        """Process data."""

JavaScript/TypeScript Example

Before:

class UserService {
    constructor(baseUrl: string) {
        this.baseUrl = baseUrl;
        this.cache = {};
    }

    async getUser(id: string) {
        if (this.cache[id]) return this.cache[id];
        const user = await fetch(this.baseUrl + '/' + id);
        return user.json();
    }
}

After:

class UserService {
    constructor(baseUrl: string) {
    }

    async getUser(id: string) {
    }
}

Java Example

Before:

public class UserService {
    private String baseUrl;

    public UserService(String baseUrl) {
        this.baseUrl = baseUrl;
        this.validate();
    }

    public User getUserById(String id) {
        Database db = new Database();
        return db.query(id);
    }

    private void validate() {
        if (baseUrl == null) {
            throw new IllegalArgumentException("BaseUrl required");
        }
    }
}

After:

public class UserService {
    private String baseUrl;

    public UserService(String baseUrl) {
    }

    public User getUserById(String id) {
    }

    private void validate() {
    }
}

Supported Languages

Language	Features
Python	Functions, methods, __init__, @property, docstrings
JavaScript/TypeScript	Functions, arrow functions, methods, async/await
Java	Methods, constructors, static methods, annotations
Kotlin	Functions, methods, properties (getters/setters)
Go	Functions, methods, closures
Rust	Functions, methods, closures
C/C++	Functions, methods, constructors
C#	Methods, properties (get/set), async/await
Ruby	Methods, singleton methods, blocks
PHP	Functions, methods, closures
Swift	Functions, methods, closures
Lua	Functions, local functions
Scala	Functions, methods, closures
Groovy	Functions, methods, closures
Objective-C	Methods, instance/class methods

What Gets Preserved

• ✅ Function/method signatures
• ✅ Parameter types and defaults
• ✅ Return types
• ✅ Class definitions
• ✅ Import statements
• ✅ Comments
• ✅ Python docstrings
• ✅ Decorators
• ✅ Access modifiers (public, private, protected)

What Gets Removed

• ❌ Function/method bodies
• ❌ Local variable assignments
• ❌ Logic and implementation details
• ❌ Nested function implementations

Known Limitations

• Concise arrow functions (const f = x => x * 2) - no body to remove
• Python lambdas - no body to remove
• Some edge cases with getters/setters in JavaScript/TypeScript

How It Works

Loppers uses tree-sitter queries to parse source code into Abstract Syntax Trees (AST) and intelligently remove function/method bodies while preserving:

• Function/method signatures
• Class and interface definitions
• Import statements
• Python docstrings
• Comments
• Decorators
• Type hints

Each language has custom tree-sitter query patterns that capture function/method body nodes, which are then removed line-by-line.

Development

Setup

# Install with dev dependencies
uv sync

Running Tests

# All tests
uv run pytest

# Verbose output
uv run pytest -v

# With coverage
uv run pytest --cov=loppers --cov-report=html

# Specific test
uv run pytest tests/test_loppers.py::test_python_extraction

Code Quality

# Check and fix
uv run ruff check . --fix

# Format
uv run ruff format .

# All checks
uv run ruff check . --fix && uv run ruff format .

Adding New Languages

To add support for a new language:

1. Find the tree-sitter query - Use the tree-sitter playground to develop a query that captures function bodies

2. Add to LANGUAGE_CONFIGS in src/loppers/loppers.py:

   LANGUAGE_CONFIGS["mylang"] = LanguageConfig(
       name="mylang",
       body_query="(function_definition body: (block) @body)",
   )

3. Add file extensions to src/loppers/extensions.py:

   EXTENSION_TO_LANGUAGE = {
       ".ml": "mylang",
       ".mli": "mylang",
   }

4. Write a test in tests/test_loppers.py:

   def test_mylang_extraction(self):
       code = "fun hello() { print('hi') }"
       skeleton = extract_skeleton(code, "mylang")
       assert "fun hello()" in skeleton
       assert "print" not in skeleton

5. Run tests to verify everything works

Project Structure

loppers/
├── src/loppers/
│   ├── __init__.py              # Public API: extract_skeleton, get_skeleton, find_files, get_tree, concatenate_files
│   ├── loppers.py               # Core extraction logic with SkeletonExtractor class
│   ├── source_utils.py          # Convenience API and file operations
│   ├── extensions.py            # Language extension mapping
│   ├── ignore_patterns.py       # Default ignore patterns
│   ├── mapping.py               # Backwards compatibility re-exports
│   └── cli.py                   # Command-line interface (4 subcommands)
├── tests/
│   └── test_loppers.py          # Unit tests (38 tests)
├── pyproject.toml               # Project configuration
├── README.md                    # This file
└── CLAUDE.md                    # Development guide for Claude Code

Dependencies

Runtime:

• tree-sitter>=0.25.0 - AST parsing library
• tree-sitter-language-pack>=0.10.0 - Language grammars
• binaryornot>=0.4.4 - Binary file detection
• pathspec>=0.9.0 - .gitignore pattern matching

Development:

• pytest>=7.0.0 - Testing framework
• pytest-cov>=4.0.0 - Coverage reporting
• ruff>=0.1.0 - Linting and formatting

References

• tree-sitter Documentation
• tree-sitter-language-pack
• binaryornot Library
• pathspec Library
• uv Package Manager

License

MIT - See LICENSE file for details