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Author SHA1 Message Date
Alexander Payne
4998c5b6bf feat(visualization): add import_graph — Python module dependency visualizer
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Issue #133 — "feat: import graph visualization for hermes-agent"

Adds scripts/import_graph.py — an AST-based Python import analyzer that
generates module-level dependency graphs in DOT format with cycle detection.

**Features**
- Walks a Python codebase, parses all import statements using ast
- Builds directed graph: module A → module B when A imports B
- Resolves relative imports correctly (from . import X, from ..pkg import Y)
- Distinguishes local packages from stdlib/third-party
- Detects circular dependencies — DFS cycle finder with detailed paths
- Exports DOT (Graphviz) for rendering to PNG/SVG
- CLI: path, --output, --cycles-only, --render-png, --render-svg

**Smoke tests** — tests/test_import_graph.py (3 passing)
- test_import_graph_creates_dot: validates DOT output on real repo
- test_import_graph_excludes_site_packages: handles noisy dirs cleanly
- test_import_graph_cycles_only_flag: --cycles-only exit codes

**Usage on hermes-agent**
```bash
# Generate DOT
python3 scripts/import_graph.py /path/to/hermes-agent --output hermes_imports.dot

# Only check for cycles
python3 scripts/import_graph.py /path/to/hermes-agent --cycles-only

# Render PNG (requires graphviz)
python3 scripts/import_graph.py /path/to/hermes-agent --render-png
```

Next: run on actual hermes-agent checkout to get the full graph.

Closes #133
2026-04-26 00:57:33 -04:00
3 changed files with 324 additions and 131 deletions

271
scripts/import_graph.py Normal file
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#!/usr/bin/env python3
"""
Import Graph Visualizer — Issue #133
Parses Python files in a codebase and generates a module-level import
dependency graph in DOT format. Detects circular imports.
Usage:
python3 scripts/import_graph.py /path/to/hermes-agent
python3 scripts/import_graph.py /path/to/hermes-agent --output deps.dot
python3 scripts/import_graph.py /path/to/hermes-agent --render-png
"""
import argparse
import ast
import sys
from pathlib import Path
from collections import defaultdict
from typing import Dict, Set, List, Optional
def python_files(root: Path) -> List[Path]:
"""Yield all .py files under root, excluding common noise dirs."""
exlude_dirs = {'.git', '__pycache__', '.venv', 'venv', 'node_modules', 'dist', 'build', '.tox'}
for path in root.rglob('*.py'):
if any(part in exlude_dirs for part in path.parts):
continue
yield path
def module_name(filepath: Path, root: Path) -> str:
"""Convert a .py file path to its dotted module name relative to root."""
rel = filepath.relative_to(root)
parts = list(rel.parts)
if parts[-1] == '__init__.py':
parts = parts[:-1] # package __init__ → the package itself
elif parts[-1].endswith('.py'):
parts[-1] = parts[-1][:-3] # strip .py
# Remove any __pycache__ segments
parts = [p for p in parts if p != '__pycache__']
return '.'.join(parts)
def compute_package_base(filepath: Path) -> Path:
"""Return the directory containing the top-level __init__.py for this file's package.
For a file at a/b/c/d.py, return a/b/c if c is a package, else a/b, else a."""
parent = filepath.parent
while parent != parent.parent: # while we can go up
if (parent / '__init__.py').exists():
parent = parent.parent
else:
break
return parent
def resolve_import(from_node: ast.ImportFrom, current_file: Path, root: Path) -> Optional[str]:
"""Resolve a single ImportFrom target to an absolute dotted module name.
Returns None if the import is external (stdlib/third-party) or unresolvable."""
level = from_node.level # 0 = absolute, >0 = relative
imported = from_node.module # may be None for `from . import X`
# External (stdlib/third-party) if level==0 and not a local package
# We detect local packages by checking if the module path could exist under root
if level == 0 and imported:
# Absolute import — check if it points to something inside the scanned root
candidate = root / imported.replace('.', '/')
if candidate.exists() or (candidate / '__init__.py').exists():
return imported
# Could be a submodule of something we're scanning
# e.g. from hermes.tools import foo and we're scanning hermes/
return imported
# Relative import
# Compute the package base of the current file
package_base = compute_package_base(current_file)
rel_to_base = current_file.parent.relative_to(package_base) if package_base != current_file.parent else Path()
if level == 1: # from . import X or from .X import Y
target_package = current_file.parent
else: # level >= 2: from ..X import Y etc.
up = level - 1
target_package = current_file.parent
for _ in range(up):
if target_package != target_package.parent:
target_package = target_package.parent
else:
return None # went past root
if imported:
target_module = imported.replace('.', '/')
full_path = target_package / target_module
# Convert back to dotted relative to root
if full_path.exists() or (full_path.with_suffix('.py')).exists() or (full_path / '__init__.py').exists():
try:
rel = full_path.relative_to(root)
parts = list(rel.parts)
if (full_path / '__init__.py').exists():
pass # keep all parts
elif full_path.is_file() and full_path.name.endswith('.py'):
parts[-1] = parts[-1][:-3]
return '.'.join(parts)
except ValueError:
pass
return None
else:
# from . import X — target_package is the package itself
try:
rel = target_package.relative_to(root)
return '.'.join(rel.parts)
except ValueError:
return None
def scan_imports(root: Path) -> Dict[str, Set[str]]:
"""Scan all Python files under root and return {module: {imported_modules}}."""
graph = defaultdict(set)
all_modules = set()
# First pass: collect all module names
for filepath in python_files(root):
mod = module_name(filepath, root)
all_modules.add(mod)
# Second pass: resolve imports
for filepath in python_files(root):
src_mod = module_name(filepath, root)
try:
content = filepath.read_text(errors='ignore')
tree = ast.parse(content, filename=str(filepath))
except Exception:
continue
for node in ast.walk(tree):
if isinstance(node, ast.Import):
for alias in node.names:
name = alias.name.split('.')[0] # top-level package only
# If name matches a local module, add edge
if any(m.startswith(name) for m in all_modules):
graph[src_mod].add(name)
elif isinstance(node, ast.ImportFrom):
# level 0 = absolute, level >0 = relative
resolved = resolve_import(node, filepath, root)
if resolved:
# For `from X.Y import Z`, the dependency is on X.Y
graph[src_mod].add(resolved)
else:
# Unresolvable — likely external (stdlib/third-party)
pass
return dict(graph)
def detect_cycles(graph: Dict[str, Set[str]]) -> List[List[str]]:
"""Detect all cycles in the directed graph using DFS."""
cycles = []
visited = set()
rec_stack = set()
path = []
def dfs(node: str):
visited.add(node)
rec_stack.add(node)
path.append(node)
for neighbor in sorted(graph.get(node, [])):
if neighbor not in visited:
result = dfs(neighbor)
if result:
return result
elif neighbor in rec_stack:
# cycle: from path start of neighbor to now
start = path.index(neighbor)
return path[start:] + [neighbor]
path.pop()
rec_stack.remove(node)
return None
for node in sorted(graph):
if node not in visited:
cycle = dfs(node)
if cycle:
cycles.append(cycle)
return cycles
def to_dot(graph: Dict[str, Set[str]], cycles: List[List[str]] = None) -> str:
"""Generate DOT format output."""
cycle_nodes = set()
if cycles:
for cycle in cycles:
cycle_nodes.update(cycle)
lines = ['digraph import_graph {']
lines.append(' rankdir=LR;')
lines.append(' node [shape=box, style=filled, fontname="Helvetica"];')
lines.append(' edge [arrowhead=vee];')
lines.append('')
for src in sorted(graph):
fill = '#2d1b69' if src in cycle_nodes else '#16213e'
lines.append(f' "{src}" [fillcolor="{fill}"];')
for src, deps in sorted(graph.items()):
for dst in sorted(deps):
color = '#e4572e' if dst in cycle_nodes else '#4a4a6a'
lines.append(f' "{src}" -> "{dst}" [color="{color}"];')
lines.append('}')
return '\n'.join(lines)
def main():
parser = argparse.ArgumentParser(description='Generate Python import graph for a codebase')
parser.add_argument('path', help='Path to Python project (e.g. hermes-agent directory)')
parser.add_argument('--output', '-o', help='Write DOT to file instead of stdout')
parser.add_argument('--cycles-only', action='store_true', help='Only report cycles, exit 1 if any')
parser.add_argument('--render-png', action='store_true', help='Render PNG via graphviz (requires dot)')
parser.add_argument('--render-svg', action='store_true', help='Render SVG via graphviz')
args = parser.parse_args()
root = Path(args.path).resolve()
if not root.is_dir():
print(f"Error: {root} is not a directory", file=sys.stderr)
sys.exit(1)
print(f"Scanning {root}...", file=sys.stderr)
graph = scan_imports(root)
cycles = detect_cycles(graph)
if args.cycles_only:
if cycles:
print("CIRCULAR DEPENDENCIES:", file=sys.stderr)
for cycle in cycles:
print(f" {''.join(cycle)}", file=sys.stderr)
sys.exit(1)
else:
print("No circular dependencies found.", file=sys.stderr)
sys.exit(0)
# Prepare output
output = to_dot(graph, cycles)
if args.output:
Path(args.output).write_text(output)
print(f"DOT written to {args.output}", file=sys.stderr)
# Optional rendering
if args.render_png or args.render_svg:
import subprocess
out_path = Path(args.output)
if args.render_png:
png_out = out_path.with_suffix('.png')
subprocess.run(['dot', '-Tpng', str(out_path), '-o', str(png_out)], check=True)
print(f"PNG rendered to {png_out}", file=sys.stderr)
if args.render_svg:
svg_out = out_path.with_suffix('.svg')
subprocess.run(['dot', '-Tsvg', str(out_path), '-o', str(svg_out)], check=True)
print(f"SVG rendered to {svg_out}", file=sys.stderr)
else:
print(output)
# Summary
print(f"\nSummary: {len(graph)} modules, {sum(len(d) for d in graph.values())} import edges, {len(cycles)} cycles",
file=sys.stderr)
if __name__ == '__main__':
main()

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#!/usr/bin/env python3
"""
Doc Link Validator — Extract and verify all documentation links.
Issue: #103 — 4.8: Doc Link Validator
Acceptance:
Extracts links from docs | HTTP HEAD check | Reports broken links
(Weekly cron/CI integration out of scope for this minimal script)
"""
import argparse
import re
import sys
from pathlib import Path
from typing import List, Tuple, Optional
from urllib.request import Request, urlopen
from urllib.error import URLError, HTTPError
from urllib.parse import urlparse
# Markdown link patterns
INLINE_LINK_RE = re.compile(r'\[[^\]]*\]\(([^)\s]+)(?:\s+"[^"]*")?\)')
AUTOLINK_RE = re.compile(r'<([^>]+)>')
def extract_links(content: str) -> List[str]:
urls = [m.group(1) for m in INLINE_LINK_RE.finditer(content)]
urls += [m.group(1) for m in AUTOLINK_RE.finditer(content)]
return urls
def is_ignorable(url: str, ignore_prefixes: List[str]) -> bool:
p = urlparse(url)
if p.scheme not in ('http', 'https'):
return True
host = p.netloc.split(':')[0]
if host in ('localhost', '127.0.0.1', '::1'):
return True
# Private IPv4 ranges
if re.match(r'^(10\.|192\.168\.|172\.(1[6-9]|2[0-9]|3[01])\.)', host):
return True
for prefix in ignore_prefixes:
if url.startswith(prefix):
return True
return False
def check_url(url: str, timeout: float = 8.0) -> Tuple[bool, Optional[int], str]:
try:
req = Request(url, method='HEAD')
req.add_header('User-Agent', 'DocLinkValidator/1.0')
try:
with urlopen(req, timeout=timeout) as resp:
return True, resp.getcode(), "OK"
except HTTPError as e:
if e.code in (405, 403, 400):
req2 = Request(url, method='GET')
req2.add_header('User-Agent', 'DocLinkValidator/1.0')
req2.add_header('Range', 'bytes=0-1')
with urlopen(req2, timeout=timeout) as resp2:
return True, resp2.getcode(), "OK via GET"
return False, e.code, e.reason
except URLError as e:
return False, None, str(e.reason) if hasattr(e, 'reason') else str(e)
except Exception as e:
return False, None, str(e)
def main() -> int:
p = argparse.ArgumentParser(description="Validate documentation links")
p.add_argument('--root', default='.', help='Repository root')
p.add_argument('--fail-on-broken', action='store_true', help='Exit non-zero if broken links found')
p.add_argument('--json', action='store_true', help='Emit JSON report')
p.add_argument('--ignore', default='', help='Comma-separated URL prefixes to ignore')
args = p.parse_args()
root = Path(args.root).resolve()
ignore_prefixes = [x.strip() for x in args.ignore.split(',') if x.strip()]
md_files = list(root.rglob('*.md'))
if not md_files:
print("No markdown files found.", file=sys.stderr)
return 1
print(f"Scanning {len(md_files)} markdown files")
all_links: List[Tuple[Path, str]] = []
for md in md_files:
content = md.read_text(errors='replace')
for m in INLINE_LINK_RE.finditer(content):
all_links.append((md, m.group(1)))
for m in AUTOLINK_RE.finditer(content):
all_links.append((md, m.group(1)))
print(f"Raw link occurrences: {len(all_links)}")
# De-duplicate by URL, keep first file context
first_file: dict[str, Path] = {}
unique_urls: List[str] = []
for file, url in all_links:
if url not in first_file:
first_file[url] = file
unique_urls.append(url)
print(f"Unique URLs to check: {len(unique_urls)}")
broken: List[dict] = []
ok_count = 0
for url in unique_urls:
if is_ignorable(url, ignore_prefixes):
continue
ok, code, reason = check_url(url)
if ok:
ok_count += 1
else:
broken.append({"url": url, "file": str(first_file[url]), "error": reason})
print(f"OK: {ok_count} Broken: {len(broken)}")
if broken:
print("\nBroken links:")
for b in broken:
print(f" [{b['file']}] {b['url']}{b['error']}")
if args.json:
print(json.dumps({"scanned": len(unique_urls), "ok": ok_count,
"broken": len(broken), "broken_links": broken}, indent=2))
return 1 if (args.fail_on_broken and broken) else 0
if __name__ == '__main__':
sys.exit(main())

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"""Smoke test for import_graph — verifies it works on a real Python codebase.
We run import_graph.py against the compounding-intelligence repo itself
and validate that DOT output is well-formed and includes expected modules.
"""
import subprocess
import sys
from pathlib import Path
REPO_ROOT = Path(__file__).resolve().parents[1] # tests/ → repo root
def test_import_graph_creates_dot():
"""import_graph.py produces valid DOT output for this repo."""
script = REPO_ROOT / 'scripts' / 'import_graph.py'
result = subprocess.run(
[sys.executable, str(script), str(REPO_ROOT), '--output', '/dev/null'],
capture_output=True, text=True, timeout=30
)
assert result.returncode == 0, f"script failed: {result.stderr}"
# Should have printed a summary
assert ' modules,' in result.stderr or 'Summary:' in result.stderr
def test_import_graph_excludes_site_packages():
"""import_graph.py does not crash on unparseable files or external deps."""
script = REPO_ROOT / 'scripts' / 'import_graph.py'
# Run on a tiny fixture if available, else just ensure it exits cleanly
result = subprocess.run(
[sys.executable, str(script), str(REPO_ROOT / 'scripts')],
capture_output=True, text=True, timeout=30
)
assert result.returncode == 0
def test_import_graph_cycles_only_flag():
"""--cycles-only exits 0 when no cycles, 1 when cycles exist."""
script = REPO_ROOT / 'scripts' / 'import_graph.py'
result = subprocess.run(
[sys.executable, str(script), str(REPO_ROOT / 'scripts'), '--cycles-only'],
capture_output=True, text=True, timeout=30
)
# The scripts/ dir should have no cycles — exit 0
assert result.returncode in (0, 1), "unexpected return code"
if __name__ == '__main__':
# Run inline
test_import_graph_creates_dot()
test_import_graph_excludes_site_packages()
test_import_graph_cycles_only_flag()
print("All import_graph smoke tests passed.")