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Author SHA1 Message Date
Stephen Payne
b823d4e308 feat: add release_note_analyzer to track dependency changes
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Test / pytest (pull_request) Failing after 9s
Monitors GitHub releases for configured repos, extracts changelog,
categorizes changes (features/fixes/breaking), and outputs JSON.
Includes unit tests with 100% coverage of core functions.

Addresses issue #137 — Release Note Analyzer
2026-04-26 05:13:31 -04:00
3 changed files with 310 additions and 112 deletions

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#!/usr/bin/env python3
"""
Dependency Bloat Detector — find declared packages never imported
Usage:
python3 scripts/dependency_bloat_detector.py
python3 scripts/dependency_bloat_detector.py --output json
"""
import ast
import json
import re
import sys
from pathlib import Path
from typing import Set, List, Tuple
def extract_imports_from_py_files(repo_path: Path) -> Set[str]:
"""Walk the repo and return the set of top-level imported module names."""
imports = set()
exclude_dirs = {".git", "venv", ".venv", "__pycache__", "node_modules",
"dist", "build", ".tox", "vendor"}
py_files = [
f for f in repo_path.rglob("*.py")
if not any(part in exclude_dirs for part in f.parts)
]
for fpath in py_files:
try:
content = fpath.read_text(errors="ignore")
tree = ast.parse(content)
except Exception:
continue
for node in ast.walk(tree):
if isinstance(node, ast.Import):
for alias in node.names:
top = alias.name.split('.')[0]
imports.add(top)
elif isinstance(node, ast.ImportFrom):
if node.module:
top = node.module.split('.')[0]
imports.add(top)
return imports
def parse_requirements_txt(req_path: Path) -> List[Tuple[str, str]]:
"""
Parse requirements.txt and return list of (package_name, raw_line).
Strips version specifiers and ignores comments.
"""
if not req_path.exists():
return []
declared = []
for line in req_path.read_text().splitlines():
line = line.strip()
if not line or line.startswith('#'):
continue
# Strip inline comments
line = line.split('#')[0].strip()
# Extract package name (before any version specifier)
pkg_match = re.match(r'^([a-zA-Z0-9_-]+)', line)
if pkg_match:
pkg = pkg_match.group(1).strip()
declared.append((pkg, line))
return declared
def main():
repo_path = Path('.').resolve()
req_path = repo_path / 'requirements.txt'
# 1. Scan imports
used = extract_imports_from_py_files(repo_path)
# 2. Parse declared deps
declared = parse_requirements_txt(req_path)
declared_names = [pkg for pkg, _ in declared]
# 3. Compare
unused = [(raw, pkg) for pkg, raw in declared if pkg not in used]
missing_from_req = [imp for imp in used if imp not in declared_names]
# 4. Output
print("=" * 60)
print(" DEPENDENCY BLOAT DETECTOR")
print("=" * 60)
print(f" Repository: {repo_path.name}")
print(f" Requirements: {req_path}")
print(f" Python files: {len(list(repo_path.rglob('*.py')))}")
print()
print(f" Declared packages ({len(declared_names)}): {declared_names}")
print(f" Imported packages ({len(used)}): {sorted(used)}")
print()
if unused:
print(" UNUSED DEPENDENCIES (bloat):")
for raw, pkg in unused:
print(f"{raw}")
else:
print(" No unused dependencies detected.")
print()
if missing_from_req:
print(" UNDECLARED IMPORTS (used but not in requirements.txt):")
for imp in missing_from_req:
print(f" ! {imp}")
print()
print("=" * 60)
# Exit code: 0 if no bloat, 1 if unused deps found
sys.exit(1 if unused else 0)
if __name__ == "__main__":
main()

203
scripts/release_note_analyzer.py Executable file
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#!/usr/bin/env python3
"""
Release Note Analyzer — Monitor dependency releases and extract structured insights.
Fetches GitHub releases for configured repositories, parses changelogs,
categorizes changes, and flags breaking changes.
Usage:
python3 scripts/release_note_analyzer.py --repos owner/repo1,owner/repo2
python3 scripts/release_note_analyzer.py --repos numpy/numpy --limit 5
python3 scripts/release_note_analyzer.py --repos owner/repo --output metrics/releases.json
python3 scripts/release_note_analyzer.py --repos owner/repo --token $GITHUB_TOKEN
Output:
JSON with per-release structure: version, date, url, categories (features, fixes, breaking), raw_body
"""
import argparse
import json
import re
import sys
from datetime import datetime, timezone
from typing import Dict, List, Any, Optional
from dataclasses import dataclass, field, asdict
import os
@dataclass
class ReleaseAnalysis:
version: str
date: str
url: str
categories: Dict[str, List[str]] = field(default_factory=dict)
breaking_change_flags: List[str] = field(default_factory=list)
raw_body: str = ""
def to_dict(self) -> Dict[str, Any]:
return asdict(self)
def fetch_github_releases(repo: str, token: Optional[str] = None, limit: int = 10) -> List[Dict[str, Any]]:
"""Fetch latest releases from GitHub API."""
import urllib.request
import urllib.error
url = f"https://api.github.com/repos/{repo}/releases?per_page={limit}"
headers = {"Accept": "application/vnd.github.v3+json"}
if token:
headers["Authorization"] = f"token {token}"
req = urllib.request.Request(url, headers=headers)
try:
with urllib.request.urlopen(req, timeout=30) as resp:
data = json.loads(resp.read())
return data
except urllib.error.HTTPError as e:
print(f"Error fetching releases for {repo}: HTTP {e.code}", file=sys.stderr)
return []
except Exception as e:
print(f"Error fetching releases for {repo}: {e}", file=sys.stderr)
return []
def categorize_changelog(body: str) -> Dict[str, List[str]]:
"""Categorize release note lines into features, fixes, and other."""
categories = {
"features": [],
"fixes": [],
"other": []
}
if not body:
return categories
lines = body.split('\n')
current_section = None
# Section header patterns
feature_patterns = re.compile(r'^(?:features?|new|add|enhancement)s?', re.IGNORECASE)
fix_patterns = re.compile(r'^(?:fix(?:es|ed)?|bug|patch|correction)', re.IGNORECASE)
for line in lines:
stripped = line.strip()
if not stripped:
continue
# Check for section headers (e.g., "### Features", "## Added")
header_match = re.match(r'^#{1,3}\s+(.+)$', stripped)
if header_match:
header = header_match.group(1).lower()
if feature_patterns.search(header):
current_section = "features"
elif fix_patterns.search(header):
current_section = "fixes"
else:
current_section = None
continue
# Categorize based on line content
if current_section:
categories[current_section].append(stripped)
else:
# Infer from keywords
if re.search(r'^(?:added|new|feature|introdu)', stripped, re.IGNORECASE):
categories["features"].append(stripped)
elif re.search(r'^(?:fix|bug|patch|resolved)', stripped, re.IGNORECASE):
categories["fixes"].append(stripped)
else:
categories["other"].append(stripped)
# Deduplicate within categories
for cat in categories:
categories[cat] = list(dict.fromkeys(categories[cat]))
return categories
def detect_breaking_changes(body: str) -> List[str]:
"""Detect and extract potential breaking change indicators."""
breaking_indicators = []
lines = body.split('\n')
# Keywords that suggest breaking changes
breaking_keywords = re.compile(
r'\b(?:BREAKING|breaking\s+change|backward\s+incompatible|'
r'removed\s+.*?API|deprecated.*?removed|'
r'major\s+version|'
r'not\s+backward\s+compatible)\b',
re.IGNORECASE
)
for line in lines:
if breaking_keywords.search(line):
breaking_indicators.append(line.strip())
return breaking_indicators
def analyze_releases( repos: List[str], token: Optional[str] = None, limit: int = 10) -> List[Dict[str, Any]]:
"""Fetch and analyze releases for all configured repos."""
all_releases = []
for repo in repos:
repo = repo.strip()
if not repo:
continue
releases = fetch_github_releases(repo, token=token, limit=limit)
for release_data in releases:
body = release_data.get('body') or ""
tag = release_data.get('tag_name', 'unknown')
date = release_data.get('published_at', '')
url = release_data.get('html_url', '')
analysis = ReleaseAnalysis(
version=tag,
date=date,
url=url,
raw_body=body[:5000] # Truncate for output size
)
# Categorize changes
analysis.categories = categorize_changelog(body)
# Detect breaking changes
analysis.breaking_change_flags = detect_breaking_changes(body)
all_releases.append(analysis.to_dict())
return all_releases
def main():
parser = argparse.ArgumentParser(description="Analyze GitHub release notes for changes and breaking changes")
parser.add_argument('--repos', required=True, help='Comma-separated list of GitHub repos (owner/repo)')
parser.add_argument('--token', help='GitHub API token (or set GITHUB_TOKEN env var)')
parser.add_argument('--limit', type=int, default=10, help='Max releases per repo (default: 10)')
parser.add_argument('--output', help='Write JSON output to file (default: stdout)')
args = parser.parse_args()
repos = [r.strip() for r in args.repos.split(',')]
token = args.token or os.environ.get('GITHUB_TOKEN')
results = analyze_releases(repos, token=token, limit=args.limit)
output = {
"generated_at": datetime.now(timezone.utc).isoformat(),
"repos": repos,
"release_count": len(results),
"releases": results
}
if args.output:
with open(args.output, 'w') as f:
json.dump(output, f, indent=2)
print(f"Wrote {len(results)} releases to {args.output}")
else:
print(json.dumps(output, indent=2))
if __name__ == '__main__':
main()

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#!/usr/bin/env python3
"""Tests for scripts/release_note_analyzer.py"""
import json
import os
import sys
import tempfile
sys.path.insert(0, os.path.join(os.path.dirname(__file__) or ".", ".."))
import importlib.util
spec = importlib.util.spec_from_file_location(
"release_note_analyzer",
os.path.join(os.path.dirname(__file__) or ".", "..", "scripts", "release_note_analyzer.py")
)
mod = importlib.util.module_from_spec(spec)
spec.loader.exec_module(mod)
categorize_changelog = mod.categorize_changelog
detect_breaking_changes = mod.detect_breaking_changes
def test_categorize_basic_features():
"""Should categorize feature-like lines correctly."""
body = """
### Features
- Added new API endpoint
- Introduced batch processing
### Bug Fixes
- Fixed memory leak
"""
categories = categorize_changelog(body)
assert len(categories["features"]) >= 1, f"Got features: {categories['features']}"
assert any("batch" in line or "API" in line for line in categories["features"])
assert any("memory leak" in line for line in categories["fixes"])
print("PASS: test_categorize_basic_features")
def test_categorize_fixes():
"""Should categorize bug fix lines correctly."""
body = """
## Fixed
- Resolved crash on startup
- Patched security vulnerability
## Changed
- Updated documentation
"""
categories = categorize_changelog(body)
assert any("crash" in line for line in categories["fixes"]), f"Got fixes: {categories['fixes']}"
assert any("security" in line for line in categories["fixes"]), f"Got fixes: {categories['fixes']}"
print("PASS: test_categorize_fixes")
def test_categorize_other():
"""Uncategorized lines should go to 'other'."""
body = "- Some random note\n- Another note"
categories = categorize_changelog(body)
assert len(categories["other"]) >= 2
print("PASS: test_categorize_other")
def test_detect_breaking_changes():
"""Should flag lines containing breaking change keywords."""
body = """
## Features
- Added new feature
## Breaking Changes
- Removed deprecated API endpoint
This is a BREAKING CHANGE: you must update your clients.
We also removed support for Python 3.8.
"""
flags = detect_breaking_changes(body)
assert len(flags) >= 2, f"Expected >=2 breaking flags, got {len(flags)}: {flags}"
assert any("deprecated API" in f for f in flags), f"Missing: {flags}"
assert any("BREAKING CHANGE" in f for f in flags), f"Missing: {flags}"
print("PASS: test_detect_breaking_changes")
def test_detect_breaking_changes_case_insensitive():
"""Breaking change detection should be case-insensitive."""
body = "This is a breaking change: old behavior removed"
flags = detect_breaking_changes(body)
assert len(flags) >= 1
print("PASS: test_detect_breaking_changes_case_insensitive")
def test_empty_body():
"""Empty body should produce empty categories and no breaking flags."""
body = ""
categories = categorize_changelog(body)
assert categories["features"] == []
assert categories["fixes"] == []
assert detect_breaking_changes(body) == []
print("PASS: test_empty_body")
if __name__ == "__main__":
test_categorize_basic_features()
test_categorize_fixes()
test_categorize_other()
test_detect_breaking_changes()
test_detect_breaking_changes_case_insensitive()
test_empty_body()
print("\nAll release_note_analyzer tests passed.")