Python dead code analysis using libcst
Project description
dead-cst
Python dead code analysis using libcst.
dead-cst builds a full symbol graph of your Python codebase, walks from your entrypoints, and reports (or removes) anything unreachable.
Pre-release software.
dead-cstis in early alpha. APIs, CLI flags, and output formats may change without notice, and bugs are expected. Do not rundead-cst removeagainst code that isn't committed to version control.
Installation
pip install dead-cst
Or with uv:
uv add dead-cst
Quick start
# Find dead code in your project
dead-cst analyze ./src -e "re:.*__main__\.py"
# See why a symbol is kept alive
dead-cst why-alive ./src mypackage.some_module.some_function
# Remove dead code (interactive confirmation)
dead-cst remove ./src -e "re:.*__main__\.py"
# List third-party dependencies imported by the codebase
dead-cst dependencies ./src
CLI reference
dead-cst analyze
Analyze a Python codebase for dead code.
dead-cst analyze ROOT -e ENTRYPOINT [OPTIONS]
| Option | Description |
|---|---|
-e, --entrypoint |
Entrypoint: file path, FQN, or re:pattern for regex (repeatable) |
-p, --path |
Search path spec: base:dep1,dep2 or base (repeatable) |
--resolver |
Path resolver to run, e.g. venv, pyproject (repeatable) |
--plugin |
Edge plugin to run, e.g. main_block, project_scripts (repeatable) |
--format |
Output format: text or json |
-v, --verbose |
Enable verbose logging |
Exit code 1 if dead code is found, 0 otherwise.
dead-cst why-alive
Show why a symbol is considered alive by printing its predecessor chain.
dead-cst why-alive ROOT FQNAME [OPTIONS]
dead-cst unused-exports
Report __all__ entries whose targets would be dead without __all__. Useful in closed-world / monorepo settings to prune the public surface.
dead-cst unused-exports ROOT -e ENTRYPOINT [OPTIONS]
dead-cst dependencies
List third-party dependencies imported by the codebase. Each base path gets its
own section. Distributions are reported as [external dist] <name>; files
resolved inside site-packages without a matching distribution are reported as
[external file] <name>.
dead-cst dependencies ROOT [OPTIONS]
| Option | Description |
|---|---|
-p, --path |
Search path spec: base:dep1,dep2 or base (repeatable) |
--resolver |
Path resolver to run, e.g. venv, pyproject (repeatable) |
--format |
Output format: text or json |
-v, --verbose |
Enable verbose logging |
dead-cst remove
Remove dead code from a Python codebase. Prompts for confirmation before modifying files.
dead-cst remove ROOT -e ENTRYPOINT [OPTIONS]
| Option | Description |
|---|---|
--dry-run |
Show what would be removed without making changes |
Python API
import re
from pathlib import Path
from dead_cst import (
build_symbol_graph,
ExplicitEntrypointPlugin,
MainBlockPlugin,
find_reachable,
remove_code,
)
root = Path("./src")
graph = build_symbol_graph(
{root: []},
plugins=[
MainBlockPlugin(),
ExplicitEntrypointPlugin(specs=[re.compile(r".*__main__\.py")]),
],
project_root=root,
)
reachable = find_reachable(graph)
unreachable = graph.subgraph([n for n in graph.nodes if n not in reachable])
# Inspect unreachable nodes, or remove them:
remove_code(unreachable, root)
Entrypoint detection is now fully plugin-driven. Builtins:
| Plugin | Purpose |
|---|---|
MainBlockPlugin |
Mark modules containing if __name__ == "__main__": as entrypoints |
ProjectScriptsPlugin |
Read pyproject.toml [project.scripts] and mark each target as an entrypoint |
ExplicitEntrypointPlugin |
Match user-supplied file paths / FQNs / regexes (powers the -e flag) |
ModuleDundersPlugin |
Keep top-level dunder variables (__all__, __version__, etc.) alive (always on) |
PytestPlugin |
Keep pytest-discovered tests, conftest.py decls, and @pytest.fixture functions alive (--plugin pytest) |
UnittestPlugin |
Keep stdlib unittest.TestCase / IsolatedAsyncioTestCase subclasses and setUpModule / tearDownModule / load_tests hooks alive (--plugin unittest) |
FastAPIPlugin |
Detect top-level FastAPI() / APIRouter() instances; mark FastAPI apps as entrypoints and add instance -> handler edges for every @app.get(...)-style decorator (HTTP methods, websockets, middleware, exception handlers, on_event). Routers stay pass-through, so an APIRouter that's never include_router'd remains dead (--plugin fastapi) |
FlaskPlugin |
Detect top-level Flask() / Blueprint() instances; mark Flask apps as entrypoints and add instance -> handler edges for every @app.route(...) / @app.get(...) / lifecycle / errorhandler / template-helper / URL-processor decorator. Blueprints stay pass-through, so a Blueprint that's never register_blueprint'd remains dead (--plugin flask) |
TyperPlugin |
Detect top-level Typer() instances and add instance -> handler edges for every @app.command(...) / @app.callback(...) decorator. Typer apps are pass-through (reach them via [project.scripts] or if __name__ == "__main__": app()), so a sub-typer that's never add_typer'd stays dead (--plugin typer) |
ClickPlugin |
Detect top-level Click Group instances (functions decorated @click.group(...) or X = click.Group(...)) and add instance -> handler edges for every @cli.command(...) / @cli.group(...) / @cli.result_callback(...) decorator. Groups are pass-through (reach them via [project.scripts] or a __main__ block), so a sub-group that's never add_command'd stays dead (--plugin click) |
InitSubclassPlugin |
Detect classes that define __init_subclass__ and add parent -> subclass edges for every (transitive) first-party subclass. Parents stay pass-through, so a registry base class only keeps subclasses alive once something else (an entrypoint, an import) keeps the parent alive (--plugin init_subclass) |
Write your own by implementing the EdgePlugin or CSTAwareEdgePlugin protocol; register under the dead_cst.plugins entry-point group for CLI discovery.
Path resolution is similarly pluggable. PathResolver implementations return a {base: [dep_paths]} map to feed build_symbol_graph. Builtins: VenvResolver, PyprojectResolver, UvWorkspaceResolver (parses uv.lock to discover workspace members and their inter-member dep edges). Third-party resolvers register under dead_cst.resolvers.
Graph model
The graph has one node per top-level declaration plus a synthetic module node per file. Edges run from a declaration to each symbol it references, and from every submodule to its parent package so __init__.py stays alive as long as anything in the package does. Entrypoints seed the reachability walk; every node not reached is reported as dead.
A module-level import / from ... import ... is itself a declaration of type "import" in the current module. Uses of the imported name inside the file are wired through that local import node, and the import node in turn points at the upstream module (and, when applicable, at the specific imported symbol). Removing the last local use therefore makes the import itself dead, which is how dead-cst remove knows to drop now-unused import lines.
Scope
dead-cst tracks top-level declarations only -- module-level functions, classes, and variables. Nested definitions (inner functions, methods, nested classes) are deliberately not given their own nodes; references made from inside those nested scopes are attributed to the enclosing top-level declaration. Keeping the containing top-level symbol alive keeps its nested source alive with it.
Limitations
import *is treated pessimistically: every top-level declaration in the target module is considered used by the importing module.- Dynamic attribute access (
getattr) and runtime-generated symbols are invisible to static analysis. - Only first-party code is analysed; third-party dependencies are treated as opaque (they appear as synthetic nodes — see
dead-cst dependencies). - PEP 695
typestatements are not tracked. __all__is followed only when assigned a list/tuple of string literals; dynamic mutation (__all__.append, comprehensions, etc.) is not tracked.
Development
git clone https://github.com/lpetre/dead-cst
cd dead-cst
uv sync
uv run pytest
uv run prek run --all-files
See CONTRIBUTING.md for the full dev guide, CHANGELOG.md for release notes, and ROADMAP.md for the stack-ranked plan toward 1.0.
TODO
- Host API documentation on Read the Docs.
License
MIT — see LICENSE.
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