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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
4 changed files with 310 additions and 450 deletions

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#!/usr/bin/env python3
"""dependency_freshness.py - Compare installed dependencies against latest PyPI versions.
Identify packages that are more than 2 major versions behind.
Outputs a human-readable report by default or JSON with --json flag.
"""
import argparse
import json
import subprocess
import sys
from packaging import version
from typing import Dict, List, Tuple
def parse_requirements(requirements_path: str) -> List[str]:
"""Parse package names from a requirements.txt file."""
packages = []
try:
with open(requirements_path, 'r') as f:
for line in f:
line = line.strip()
if not line or line.startswith('#'):
continue
pkg_name = line
for delim in ['[', '>', '<', '=', '!', ';', '@']:
if delim in pkg_name:
pkg_name = pkg_name.split(delim)[0]
pkg_name = pkg_name.strip()
if pkg_name:
packages.append(pkg_name.lower())
except FileNotFoundError:
print(f"Warning: requirements file not found: {requirements_path}", file=sys.stderr)
return packages
def get_installed_packages() -> Dict[str, str]:
"""Get all installed packages via pip list --format=json."""
try:
result = subprocess.run(
[sys.executable, '-m', 'pip', 'list', '--format=json'],
capture_output=True, text=True, check=True
)
packages = json.loads(result.stdout)
return {pkg['name'].lower(): pkg['version'] for pkg in packages}
except subprocess.CalledProcessError as e:
print(f"Error running pip list: {e}", file=sys.stderr)
sys.exit(1)
except json.JSONDecodeError as e:
print(f"Error parsing pip output: {e}", file=sys.stderr)
sys.exit(1)
def get_outdated_packages() -> Dict[str, dict]:
"""Get outdated packages via pip list --outdated --format=json."""
try:
result = subprocess.run(
[sys.executable, '-m', 'pip', 'list', '--outdated', '--format=json'],
capture_output=True, text=True, check=True
)
outdated_list = json.loads(result.stdout)
outdated = {}
for pkg in outdated_list:
name = pkg['name'].lower()
outdated[name] = {
'installed': pkg.get('version', ''),
'latest': pkg.get('latest_version', ''),
'latest_filetype': pkg.get('latest_filetype', '')
}
return outdated
except subprocess.CalledProcessError as e:
print(f"Error running pip list --outdated: {e}", file=sys.stderr)
sys.exit(1)
except json.JSONDecodeError as e:
print(f"Error parsing pip outdated output: {e}", file=sys.stderr)
sys.exit(1)
def get_major_version(v: str) -> int:
"""Extract major version number from a version string."""
try:
parsed = version.parse(v)
if hasattr(parsed, 'major'):
return int(parsed.major)
parts = str(v).split('.')
if parts:
return int(parts[0])
except Exception:
pass
return 0
def is_more_than_two_majors_behind(installed_ver: str, latest_ver: str) -> bool:
"""Check if installed version is more than 2 major versions behind latest."""
try:
installed_major = get_major_version(installed_ver)
latest_major = get_major_version(latest_ver)
return (latest_major - installed_major) > 2
except Exception:
return False
def analyze_dependencies(
required_packages: List[str],
installed_packages: Dict[str, str],
outdated_packages: Dict[str, dict]
) -> Tuple[List[dict], List[str], List[dict]]:
"""Analyze dependency freshness."""
very_outdated = []
missing = []
outdated_but_not_critical = []
for pkg in required_packages:
if pkg not in installed_packages:
missing.append(pkg)
continue
installed_ver = installed_packages[pkg]
if pkg not in outdated_packages:
continue
latest_ver = outdated_packages[pkg]['latest']
if is_more_than_two_majors_behind(installed_ver, latest_ver):
very_outdated.append({
'package': pkg,
'installed': installed_ver,
'latest': latest_ver,
'major_diff': get_major_version(latest_ver) - get_major_version(installed_ver)
})
else:
outdated_but_not_critical.append({
'package': pkg,
'installed': installed_ver,
'latest': latest_ver,
'major_diff': get_major_version(latest_ver) - get_major_version(installed_ver)
})
return very_outdated, missing, outdated_but_not_critical
def generate_human_report(
very_outdated: List[dict],
missing: List[str],
outdated_but_not_critical: List[dict],
requirements_path: str
) -> str:
"""Generate a human-readable staleness report."""
lines = []
lines.append("=" * 60)
lines.append("DEPENDENCY FRESHNESS REPORT")
lines.append("=" * 60)
lines.append(f"Requirements file: {requirements_path}")
total = len(very_outdated) + len(missing) + len(outdated_but_not_critical)
lines.append(f"Total dependencies checked: {total}")
lines.append(f"Very outdated (>2 major versions behind): {len(very_outdated)}")
lines.append(f"Outdated but within 2 major versions: {len(outdated_but_not_critical)}")
lines.append(f"Missing (not installed): {len(missing)}")
lines.append("")
if very_outdated:
lines.append("!!! VERY OUTDATED PACKAGES (consider updating):")
lines.append("-" * 60)
for pkg_info in very_outdated:
lines.append(f" {pkg_info['package']}")
lines.append(f" Installed: {pkg_info['installed']}")
lines.append(f" Latest: {pkg_info['latest']}")
lines.append(f" Major diff: {pkg_info['major_diff']}")
lines.append("")
else:
lines.append("✓ No packages more than 2 major versions behind.")
lines.append("")
if outdated_but_not_critical:
lines.append(f"Outdated packages (within 2 major versions):")
lines.append("-" * 60)
for pkg_info in outdated_but_not_critical:
lines.append(f" {pkg_info['package']}: {pkg_info['installed']} -> {pkg_info['latest']} (major diff: {pkg_info['major_diff']})")
lines.append("")
if missing:
lines.append(f"Missing packages (not installed):")
lines.append("-" * 60)
for pkg in missing:
lines.append(f" {pkg}")
lines.append("")
lines.append("=" * 60)
lines.append("For full details, run: python3 -m pip list --outdated")
lines.append("=" * 60)
return "\n".join(lines)
def generate_json_report(
very_outdated: List[dict],
missing: List[str],
outdated_but_not_critical: List[dict],
requirements_path: str
) -> str:
"""Generate a JSON staleness report."""
report = {
'requirements_file': requirements_path,
'summary': {
'total_dependencies': len(very_outdated) + len(missing) + len(outdated_but_not_critical),
'very_outdated_count': len(very_outdated),
'outdated_within_threshold_count': len(outdated_but_not_critical),
'missing_count': len(missing)
},
'very_outdated': very_outdated,
'outdated_within_threshold': outdated_but_not_critical,
'missing': missing
}
return json.dumps(report, indent=2)
def main():
parser = argparse.ArgumentParser(
description='Check dependency freshness against PyPI latest versions.'
)
parser.add_argument(
'--requirements', '-r',
default='requirements.txt',
help='Path to requirements.txt file (default: requirements.txt)'
)
parser.add_argument(
'--json',
action='store_true',
help='Output report as JSON instead of human-readable text'
)
parser.add_argument(
'--output', '-o',
help='Optional output file for the report (default: stdout)'
)
args = parser.parse_args()
# Parse requirements
required_packages = parse_requirements(args.requirements)
if not required_packages:
print("No packages found in requirements file.", file=sys.stderr)
sys.exit(1)
# Get installed and outdated package data
installed_packages = get_installed_packages()
outdated_packages = get_outdated_packages()
# Analyze dependencies
very_outdated, missing, outdated_but_not_critical = analyze_dependencies(
required_packages, installed_packages, outdated_packages
)
# Generate report
if args.json:
report = generate_json_report(very_outdated, missing, outdated_but_not_critical, args.requirements)
else:
report = generate_human_report(very_outdated, missing, outdated_but_not_critical, args.requirements)
# Output report
if args.output:
with open(args.output, 'w') as f:
f.write(report + '\n')
else:
print(report)
# Exit code: 0 if no very outdated deps, 1 otherwise
exit_code = 1 if very_outdated else 0
sys.exit(exit_code)
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/dependency_freshness.py — 9.7 Dependency Freshness."""
import json
import os
import sys
from unittest.mock import patch, MagicMock
# Import target module
sys.path.insert(0, os.path.dirname(__file__) or ".")
import importlib.util
spec = importlib.util.spec_from_file_location(
"dependency_freshness",
os.path.join(os.path.dirname(__file__) or ".", "dependency_freshness.py")
)
mod = importlib.util.module_from_spec(spec)
spec.loader.exec_module(mod)
parse_requirements = mod.parse_requirements
get_major_version = mod.get_major_version
is_more_than_two_majors_behind = mod.is_more_than_two_majors_behind
analyze_dependencies = mod.analyze_dependencies
def test_parse_requirements_simple():
"""Parse a simple package line."""
import tempfile
with tempfile.NamedTemporaryFile(mode='w', suffix='.txt', delete=False) as f:
f.write("requests\n")
tmp = f.name
try:
pkgs = parse_requirements(tmp)
assert pkgs == ["requests"], f"got {pkgs}"
print("PASS: test_parse_requirements_simple")
finally:
os.unlink(tmp)
def test_parse_requirements_with_specifiers():
"""Parse lines with version specifiers."""
import tempfile
with tempfile.NamedTemporaryFile(mode='w', suffix='.txt', delete=False) as f:
f.write("pytest>=8,<9\n")
f.write("aiohttp>=3.8\n")
tmp = f.name
try:
pkgs = parse_requirements(tmp)
assert pkgs == ["pytest", "aiohttp"], f"got {pkgs}"
print("PASS: test_parse_requirements_with_specifiers")
finally:
os.unlink(tmp)
def test_parse_requirements_ignores_comments_and_blanks():
"""Comments and blank lines are skipped."""
import tempfile
with tempfile.NamedTemporaryFile(mode='w', suffix='.txt', delete=False) as f:
f.write("# This is a comment\n")
f.write("\n")
f.write(" \n")
f.write("numpy\n")
f.write("# another comment\n")
tmp = f.name
try:
pkgs = parse_requirements(tmp)
assert pkgs == ["numpy"], f"got {pkgs}"
print("PASS: test_parse_requirements_ignores_comments_and_blanks")
finally:
os.unlink(tmp)
def test_get_major_version_normal():
"""Extract major version from typical semantic strings."""
assert get_major_version("1.2.3") == 1
assert get_major_version("3.4.5") == 3
assert get_major_version("0.11.0") == 0
print("PASS: test_get_major_version_normal")
def test_get_major_version_with_rc():
"""Prerelease versions still yield major number."""
assert get_major_version("2.0.0rc1") == 2
assert get_major_version("1.0.0a1") == 1
print("PASS: test_get_major_version_with_rc")
def test_is_more_than_two_majors_behind():
"""Difference >2 triggers True; <=2 triggers False."""
assert is_more_than_two_majors_behind("1.2.3", "4.0.0") is True
assert is_more_than_two_majors_behind("3.9.0", "4.0.0") is False
assert is_more_than_two_majors_behind("2.1.0", "5.2.0") is True
assert is_more_than_two_majors_behind("8.0.0", "9.0.0") is False
assert is_more_than_two_majors_behind("4.0.0", "4.0.0") is False
print("PASS: test_is_more_than_two_majors_behind")
def test_analyze_dependencies_very_outdated():
"""Flag packages more than 2 major versions behind."""
required = ["pkg_a", "pkg_b"]
installed = {"pkg_a": "1.0.0", "pkg_b": "3.5.2"}
outdated = {
"pkg_a": {"installed": "1.0.0", "latest": "4.0.0"},
"pkg_b": {"installed": "3.5.2", "latest": "4.0.0"},
}
very_out, missing, outdated_ok = analyze_dependencies(required, installed, outdated)
assert len(very_out) == 1 and very_out[0]["package"] == "pkg_a"
assert len(missing) == 0
assert len(outdated_ok) == 1 and outdated_ok[0]["package"] == "pkg_b"
print("PASS: test_analyze_dependencies_very_outdated")
def test_analyze_dependencies_missing():
"""Detect packages not installed at all."""
required = ["pkg_a", "pkg_missing"]
installed = {"pkg_a": "2.0.0"}
outdated = {"pkg_a": {"installed": "2.0.0", "latest": "3.0.0"}}
very_out, missing, outdated_ok = analyze_dependencies(required, installed, outdated)
assert "pkg_missing" in missing
assert len(very_out) == 0
assert len(outdated_ok) == 1
print("PASS: test_analyze_dependencies_missing")
def test_analyze_dependencies_up_to_date():
"""Packages up-to-date are not flagged."""
required = ["pkg_good"]
installed = {"pkg_good": "5.0.0"}
outdated = {}
very_out, missing, outdated_ok = analyze_dependencies(required, installed, outdated)
assert len(very_out) == 0
assert len(missing) == 0
assert len(outdated_ok) == 0
print("PASS: test_analyze_dependencies_up_to_date")
def test_generate_human_report_contains_very_outdated():
"""Human report includes very outdated packages."""
very_out = [
{"package": "oldpkg", "installed": "1.0", "latest": "4.0", "major_diff": 3}
]
missing = []
outdated_ok = []
report = mod.generate_human_report(very_out, missing, outdated_ok, "requirements.txt")
assert "oldpkg" in report
assert "Installed: 1.0" in report
assert "Latest: 4.0" in report
assert "Major diff: 3" in report
print("PASS: test_generate_human_report_contains_very_outdated")
def test_generate_json_report_structure():
"""JSON report contains required keys."""
very_out = [{"package": "oldpkg", "installed": "1.0", "latest": "4.0", "major_diff": 3}]
missing = ["missing_pkg"]
outdated_ok = []
report_json = mod.generate_json_report(very_out, missing, outdated_ok, "requirements.txt")
data = json.loads(report_json)
assert "summary" in data
assert data["summary"]["very_outdated_count"] == 1
assert data["summary"]["missing_count"] == 1
assert "very_outdated" in data
assert "missing" in data
print("PASS: test_generate_json_report_structure")
if __name__ == '__main__':
print("Running dependency_freshness test suite...")
test_parse_requirements_simple()
test_parse_requirements_with_specifiers()
test_parse_requirements_ignores_comments_and_blanks()
test_get_major_version_normal()
test_get_major_version_with_rc()
test_is_more_than_two_majors_behind()
test_analyze_dependencies_very_outdated()
test_analyze_dependencies_missing()
test_analyze_dependencies_up_to_date()
test_generate_human_report_contains_very_outdated()
test_generate_json_report_structure()
print("ALL TESTS PASSED.")

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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.")