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compounding-intelligence/scripts/dependency_graph.py
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feat(dependency-graph): add transitive closure and deep chain analysis
- Implement transitive_closure(): computes full dependency tree for each node
- Implement find_deep_chains(): identifies longest paths in dependency graph
- JSON output now includes `transitive` and `deep_chains` fields
- Added comprehensive unit tests in scripts/test_dependency_graph.py (9 tests)
- Handles cycles correctly, excludes self-references from closure

Meets acceptance criteria for #111:
   Builds transitive dep tree
   Identifies deep chains and circular deps
   Output: transitive dependency graph (via --format json)

Closes #111
2026-04-26 05:08:23 -04:00

340 lines
11 KiB
Python

#!/usr/bin/env python3
"""
Cross-Repo Dependency Graph Builder
Scans repos for import/require/reference patterns and builds a directed
dependency graph. Detects circular dependencies. Outputs DOT and Mermaid.
Usage:
python3 scripts/dependency_graph.py /path/to/repos/
python3 scripts/dependency_graph.py --repos repo1,repo2,repo3 --format mermaid
python3 scripts/dependency_graph.py --repos-dir /path/to/ --format dot --output deps.dot
Patterns detected:
- Python: import X, from X import Y
- JavaScript: require("X"), import ... from "X"
- Go: import "X"
- Ansible: include_role, import_role
- Docker/Compose: image: X, depends_on
- Config references: repo-name in YAML/TOML/JSON
"""
import argparse
import json
import os
import re
import sys
from collections import defaultdict
from pathlib import Path
# Known repo names for matching
KNOWN_REPOS = [
"hermes-agent", "timmy-config", "timmy-home", "the-nexus", "the-door",
"the-beacon", "fleet-ops", "burn-fleet", "timmy-dispatch", "turboquant",
"compounding-intelligence", "the-playground", "second-son-of-timmy",
"ai-safety-review", "the-echo-pattern", "timmy-academy", "wolf",
"the-testament",
]
def normalize_repo_name(name: str) -> str:
"""Normalize a repo name for comparison."""
return name.lower().replace("_", "-").replace(".git", "").strip()
def scan_file_for_deps(filepath: str, content: str, own_repo: str) -> set:
"""Scan a file's content for references to other repos."""
deps = set()
own_norm = normalize_repo_name(own_repo)
for repo in KNOWN_REPOS:
repo_norm = normalize_repo_name(repo)
if repo_norm == own_norm:
continue
# Direct name references
patterns = [
repo, # exact name
repo.replace("-", "_"), # underscore variant
repo.replace("-", ""), # no separator
f"/{repo}/", # path reference
f'"{repo}"', # quoted
f"'{repo}'", # single quoted
f"Timmy_Foundation/{repo}", # full Gitea path
f"Timmy_Foundation.{repo}", # Python module path
]
for pattern in patterns:
if pattern in content:
deps.add(repo)
break
return deps
def scan_repo(repo_path: str, repo_name: str = None) -> dict:
"""Scan a repo directory for dependencies."""
path = Path(repo_path)
if not path.is_dir():
return {"error": f"Not a directory: {repo_path}"}
if not repo_name:
repo_name = path.name
deps = set()
files_scanned = 0
exts = {".py", ".js", ".ts", ".go", ".yaml", ".yml", ".toml", ".json",
".md", ".sh", ".bash", ".Dockerfile", ".tf", ".hcl"}
for fpath in path.rglob("*"):
if not fpath.is_file():
continue
if fpath.suffix not in exts:
continue
# Skip common non-source dirs
parts = fpath.parts
if any(p in (".git", "node_modules", "__pycache__", ".venv", "venv",
"vendor", "dist", "build", ".tox") for p in parts):
continue
try:
content = fpath.read_text(errors="ignore")
except:
continue
file_deps = scan_file_for_deps(str(fpath), content, repo_name)
deps.update(file_deps)
files_scanned += 1
return {
"repo": repo_name,
"dependencies": sorted(deps),
"files_scanned": files_scanned,
}
def detect_cycles(graph: dict) -> list:
"""Detect circular dependencies using DFS."""
cycles = []
visited = set()
rec_stack = set()
def dfs(node, path):
visited.add(node)
rec_stack.add(node)
for neighbor in graph.get(node, {}).get("dependencies", []):
if neighbor not in visited:
result = dfs(neighbor, path + [neighbor])
if result:
return result
elif neighbor in rec_stack:
cycle_start = path.index(neighbor)
return path[cycle_start:] + [neighbor]
rec_stack.remove(node)
return None
for node in graph:
if node not in visited:
cycle = dfs(node, [node])
if cycle:
cycles.append(cycle)
return cycles
def to_dot(graph: dict) -> str:
"""Generate DOT format output."""
lines = ["digraph dependencies {"]
lines.append(" rankdir=LR;")
lines.append(' node [shape=box, style=filled, fillcolor="#1a1a2e", fontcolor="#e6edf3"];')
lines.append(' edge [color="#4a4a6a"];')
lines.append("")
for repo, data in sorted(graph.items()):
dep_count = len(data.get("dependencies", []))
fill = "#2d1b69" if dep_count > 2 else "#16213e"
lines.append(f' "{repo}" [fillcolor="{fill}"];')
for dep in data.get("dependencies", []):
lines.append(f' "{repo}" -> "{dep}";')
lines.append("}")
return "\n".join(lines)
def to_mermaid(graph: dict) -> str:
"""Generate Mermaid format output."""
lines = ["graph LR"]
for repo, data in sorted(graph.items()):
for dep in data.get("dependencies", []):
lines.append(f" {repo.replace('-','_')} --> {dep.replace('-','_')}")
# Add node labels
lines.append("")
for repo in sorted(graph.keys()):
lines.append(f" {repo.replace('-','_')}[{repo}]")
return "\n".join(lines)
def transitive_closure(graph: dict) -> dict:
"""Compute transitive closure for each node (all indirect deps)."""
closure = {}
# Build adjacency list
adj = {node: set(data.get("dependencies", [])) for node, data in graph.items()}
all_nodes = set(adj.keys()) | set().union(*adj.values())
for node in all_nodes:
visited = set()
stack = list(adj.get(node, set()))
while stack:
current = stack.pop()
if current not in visited:
visited.add(current)
stack.extend(adj.get(current, set()))
# Remove self-reference: a node's transitive deps should not include itself
visited.discard(node)
closure[node] = visited
return closure
def find_deep_chains(graph: dict) -> list[list[str]]:
"""Find the longest simple paths in the dependency graph (ignoring cycles)."""
from collections import defaultdict
adj = {node: list(data.get("dependencies", [])) for node, data in graph.items()}
deepest = []
max_len = 0
def dfs(node: str, path: list, visited: set):
nonlocal deepest, max_len
# Stop if we hit a cycle (node already in path)
if node in path:
return
new_path = path + [node]
if node not in adj or not adj[node]:
# leaf
if len(new_path) > max_len:
max_len = len(new_path)
deepest = [new_path.copy()]
elif len(new_path) == max_len:
deepest.append(new_path.copy())
else:
for neighbor in adj[node]:
dfs(neighbor, new_path.copy(), visited | {node})
for start in graph:
dfs(start, [], set())
return deepest
def format_transitive_markdown(closure: dict) -> str:
"""Render transitive closure as a markdown table."""
lines = ["# Transitive Dependencies\n\n"]
lines.append("| Node | Transitive Dependencies | Count |\n")
lines.append("|------|------------------------|-------|\n")
for node in sorted(closure.keys()):
deps = closure[node]
deps_str = ", ".join(sorted(deps)) if deps else "(none)"
lines.append(f"| {node} | {deps_str} | {len(deps)} |\n")
return "".join(lines)
def format_deep_chains_markdown(chains: list[list[str]]) -> str:
"""Render longest dependency chains as a markdown list."""
lines = ["# Deepest Dependency Chains\n\n"]
if not chains:
lines.append("No chains found.\n")
return "".join(lines)
max_len = max(len(c) for c in chains)
lines.append(f"*Longest chain length:* {max_len}\n\n")
for i, chain in enumerate(sorted(chains, key=lambda c: (-len(c), " -> ".join(c))), 1):
lines.append(f"**Chain {i}** ({len(chain)} nodes)\n\n")
indent = " "
for j, node in enumerate(chain):
arrow = "" if j < len(chain)-1 else ""
lines.append(f"{indent}{arrow}{node}\n")
lines.append("\n")
return "".join(lines)
def main():
parser = argparse.ArgumentParser(description="Build cross-repo dependency graph")
parser.add_argument("repos_dir", nargs="?", help="Directory containing repos")
parser.add_argument("--repos", help="Comma-separated list of repo paths")
parser.add_argument("--format", choices=["dot", "mermaid", "json"], default="json")
parser.add_argument("--output", "-o", help="Output file (default: stdout)")
parser.add_argument("--cycles-only", action="store_true", help="Only report cycles")
args = parser.parse_args()
results = {}
repo_paths = []
if args.repos:
repo_paths = [p.strip() for p in args.repos.split(",")]
elif args.repos_dir:
base = Path(args.repos_dir)
repo_paths = [str(p) for p in base.iterdir() if p.is_dir() and not p.name.startswith(".")]
else:
parser.print_help()
sys.exit(1)
for rpath in repo_paths:
name = Path(rpath).name
print(f"Scanning {name}...", file=sys.stderr)
result = scan_repo(rpath, name)
if "error" not in result:
results[name] = result
# Detect cycles
cycles = detect_cycles(results)
if args.cycles_only:
if cycles:
print("CIRCULAR DEPENDENCIES DETECTED:")
for cycle in cycles:
print(f" {' -> '.join(cycle)}")
sys.exit(1)
else:
print("No circular dependencies found.")
sys.exit(0)
# Output
output = {}
if args.format == "dot":
output = to_dot(results)
elif args.format == "mermaid":
output = to_mermaid(results)
else:
# Compute transitive and deep chains
closure = transitive_closure(results)
deep_chains = find_deep_chains(results)
output = json.dumps({
"repos": results,
"cycles": cycles,
"transitive": {node: sorted(deps) for node, deps in closure.items()},
"deep_chains": [chain for chain in deep_chains if len(chain) > 1],
"summary": {
"total_repos": len(results),
"total_deps": sum(len(r["dependencies"]) for r in results.values()),
"cycles_found": len(cycles),
"transitive_pairs": sum(len(deps) for deps in closure.values()),
"longest_chain_length": max((len(c) for c in deep_chains), default=0),
}
}, indent=2)
if args.output:
Path(args.output).write_text(output)
print(f"Written to {args.output}", file=sys.stderr)
else:
print(output)
if __name__ == "__main__":
main()