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5a0d646 eadc788 bba8bba eadc788 5a0d646 582d969 f201ff2 5a0d646 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 | """
CommitLens β Information Extraction Pipeline
=============================================
Fetches the two latest commits from a GitHub repository, diffs them,
and returns a list of per-file structured prompts ready for Melum 2.
Usage:
python commitlens.py <github_repo_url> [--token <PAT>]
Example:
python commitlens.py https://github.com/psf/requests --token ghp_xxx
"""
from __future__ import annotations
import argparse
import sys
from dataclasses import dataclass, field
from typing import Optional
from urllib.parse import urlparse
import requests # pip install requests
# ---------------------------------------------------------------------------
# Configuration
# ---------------------------------------------------------------------------
GITHUB_API = "https://api.github.com"
# Source-code extensions to keep (lower-cased, with leading dot)
KEEP_EXTENSIONS: set[str] = {
".py", ".js", ".ts", ".tsx", ".jsx",
".java", ".cpp", ".c", ".h", ".hpp",
".go", ".rs", ".php", ".rb", ".cs",
".swift", ".kt", ".scala", ".r", ".m",
".sh", ".bash", ".zsh",
}
# Config / infra filenames to keep regardless of extension
KEEP_FILENAMES: set[str] = {
"dockerfile",
"docker-compose.yml",
"docker-compose.yaml",
"requirements.txt",
"package.json",
"pyproject.toml",
"setup.py",
"setup.cfg",
"cargo.toml",
"go.mod",
".env.example",
"makefile",
}
# Extensions/patterns to ignore explicitly
IGNORE_EXTENSIONS: set[str] = {
".png", ".jpg", ".jpeg", ".gif", ".svg", ".ico", ".webp",
".mp4", ".mov", ".avi", ".mkv", ".webm",
".pdf", ".docx", ".xlsx",
".zip", ".tar", ".gz", ".bz2", ".7z",
".exe", ".dll", ".so", ".dylib",
".woff", ".woff2", ".ttf", ".eot",
".lock", # package-lock.json, yarn.lock, Cargo.lock, etc.
".map", # source maps
".min.js", # minified assets (handled via endswith below)
}
IGNORE_FILENAME_PATTERNS: tuple[str, ...] = (
".min.js",
".min.css",
"-lock.json",
".lock",
".pb", # protobuf binaries
)
# ---------------------------------------------------------------------------
# Data classes
# ---------------------------------------------------------------------------
@dataclass
class FileContext:
filename: str
status: str # added | modified | removed | renamed
additions: int
deletions: int
patch: Optional[str]
before_content: Optional[str] = None # full file at old commit
after_content: Optional[str] = None # full file at new commit
@dataclass
class CommitContext:
message: str
author: str
timestamp: str
old_sha: str
new_sha: str
total_additions: int
total_deletions: int
total_changed_files: int
files: list[FileContext] = field(default_factory=list)
# ---------------------------------------------------------------------------
# GitHub helpers
# ---------------------------------------------------------------------------
class GitHubClient:
def __init__(self, token: Optional[str] = None):
self.session = requests.Session()
self.session.headers["Accept"] = "application/vnd.github+json"
if token:
self.session.headers["Authorization"] = f"Bearer {token}"
def _get(self, url: str, params: Optional[dict] = None) -> dict | list:
resp = self.session.get(url, params=params, timeout=30)
resp.raise_for_status()
return resp.json()
def get_raw(self, url: str) -> str:
resp = self.session.get(url, timeout=30)
resp.raise_for_status()
return resp.text
# ---- domain methods ---------------------------------------------------
def latest_two_shas(self, owner: str, repo: str) -> tuple[str, str]:
"""Return (old_sha, new_sha) for the two most recent commits."""
commits = self._get(
f"{GITHUB_API}/repos/{owner}/{repo}/commits",
params={"per_page": 2},
)
if len(commits) < 2:
raise ValueError("Repository has fewer than 2 commits.")
new_sha: str = commits[0]["sha"]
old_sha: str = commits[1]["sha"]
return old_sha, new_sha
def compare(self, owner: str, repo: str, old: str, new: str) -> dict:
return self._get(
f"{GITHUB_API}/repos/{owner}/{repo}/compare/{old}...{new}"
)
def file_content_at(self, owner: str, repo: str, path: str, ref: str) -> Optional[str]:
"""Return raw file content at a specific commit ref, or None if missing."""
try:
meta = self._get(
f"{GITHUB_API}/repos/{owner}/{repo}/contents/{path}",
params={"ref": ref},
)
download_url: str = meta.get("download_url", "")
if not download_url:
return None
return self.get_raw(download_url)
except requests.HTTPError:
return None
# ---------------------------------------------------------------------------
# Filtering
# ---------------------------------------------------------------------------
def _should_keep(filename: str) -> bool:
lower = filename.lower()
basename = lower.split("/")[-1]
# Explicit ignore patterns take priority
for pat in IGNORE_FILENAME_PATTERNS:
if lower.endswith(pat):
return False
# Keep by exact filename match (infra / config files)
if basename in KEEP_FILENAMES:
return True
# Keep by extension
for ext in KEEP_EXTENSIONS:
if lower.endswith(ext):
return True
# Ignore by extension
for ext in IGNORE_EXTENSIONS:
if lower.endswith(ext):
return False
# Default: skip unknown binary-looking files
return False
# ---------------------------------------------------------------------------
# Pipeline steps
# ---------------------------------------------------------------------------
def parse_repo_url(url: str) -> tuple[str, str]:
"""Extract (owner, repo) from a GitHub URL."""
parsed = urlparse(url.rstrip("/"))
parts = [p for p in parsed.path.split("/") if p]
if len(parts) < 2:
raise ValueError(f"Cannot parse owner/repo from URL: {url}")
owner, repo = parts[0], parts[1]
if repo.endswith(".git"):
repo = repo[:-4]
return owner, repo
def fetch_commit_context(
client: GitHubClient,
owner: str,
repo: str,
) -> CommitContext:
"""Steps 2β6: fetch SHAs, comparison, file contents."""
# Step 2 β latest two SHAs
old_sha, new_sha = client.latest_two_shas(owner, repo)
# Step 3 β comparison
comparison = client.compare(owner, repo, old_sha, new_sha)
commit_meta = comparison["commits"][-1]["commit"]
message: str = commit_meta["message"]
author: str = commit_meta["author"]["name"]
timestamp: str = commit_meta["author"]["date"]
stats = comparison.get("stats", {})
total_additions: int = stats.get("additions", 0)
total_deletions: int = stats.get("deletions", 0)
raw_files: list[dict] = comparison.get("files", [])
total_changed_files: int = len(raw_files)
# Step 4 β filter files
filtered: list[dict] = [f for f in raw_files if _should_keep(f["filename"])]
# --- NEW: Sort by total changes (additions + deletions) descending and take top 2 ---
filtered = sorted(
filtered,
key=lambda x: x.get("additions", 0) + x.get("deletions", 0),
reverse=True
)[:2]
# Step 5 + 6 β build FileContext, fetch before/after content
file_contexts: list[FileContext] = []
for f in filtered:
filename: str = f["filename"]
status: str = f.get("status", "modified")
fc = FileContext(
filename=filename,
status=status,
additions=f.get("additions", 0),
deletions=f.get("deletions", 0),
patch=f.get("patch"),
)
# Fetch full file content for semantic context (Step 6)
if status != "added":
fc.before_content = client.file_content_at(owner, repo, filename, old_sha)
if status != "removed":
fc.after_content = client.file_content_at(owner, repo, filename, new_sha)
file_contexts.append(fc)
return CommitContext(
message=message,
author=author,
timestamp=timestamp,
old_sha=old_sha,
new_sha=new_sha,
total_additions=total_additions,
total_deletions=total_deletions,
total_changed_files=total_changed_files,
files=file_contexts,
)
# ---------------------------------------------------------------------------
# Step 7 β Build per-file prompts
# ---------------------------------------------------------------------------
def build_prompts(ctx: CommitContext) -> list[str]:
"""
Return one structured prompt string per changed file.
Each prompt contains:
- commit-level header (message, author, timestamp, stats)
- file-specific info (status, additions/deletions)
- before/after content (if available)
- the diff patch
"""
prompts: list[str] = []
commit_header = (
"=== COMMIT METADATA ===\n"
f"Message : {ctx.message}\n"
f"Author : {ctx.author}\n"
)
for fc in ctx.files:
sections: list[str] = [commit_header]
# File identity
sections.append(
"=== FILE ===\n"
f"Filename : {fc.filename}\n"
)
# # Before content
# if fc.before_content is not None:
# sections.append(
# "=== BEFORE CODE ===\n"
# f"{fc.before_content}\n"
# )
# else:
# sections.append("=== BEFORE CODE ===\n(file did not exist)\n")
# # After content
# if fc.after_content is not None:
# sections.append(
# "=== AFTER CODE ===\n"
# f"{fc.after_content}\n"
# )
# else:
# sections.append("=== AFTER CODE ===\n(file was deleted)\n")
# Diff patch
if fc.patch:
sections.append(
"=== DIFF ===\n"
f"{fc.patch}\n"
)
else:
sections.append("=== DIFF ===\n(no patch available)\n")
prompts.append("\n".join(sections))
return prompts
# ---------------------------------------------------------------------------
# Public entry point
# ---------------------------------------------------------------------------
def run_pipeline(
repo_url: str,
token: Optional[str] = None,
) -> list[str]:
"""
Full CommitLens pipeline.
Parameters
----------
repo_url : str
GitHub repository URL, e.g. ``https://github.com/owner/repo``
token : str, optional
GitHub personal access token for authenticated requests (higher rate
limits, private repos).
Returns
-------
list[str]
One prompt string per changed source-code file.
"""
owner, repo = parse_repo_url(repo_url)
client = GitHubClient(token=token)
ctx = fetch_commit_context(client, owner, repo)
return build_prompts(ctx)
# ---------------------------------------------------------------------------
# CLI
# ---------------------------------------------------------------------------
def _cli() -> None:
parser = argparse.ArgumentParser(
description="CommitLens: extract per-file commit prompts for Melum 2",
)
parser.add_argument("repo_url", help="GitHub repository URL")
parser.add_argument(
"--token", "-t",
default=None,
help="GitHub Personal Access Token (optional but recommended)",
)
parser.add_argument(
"--print-prompts", "-p",
action="store_true",
help="Print all generated prompts to stdout",
)
args = parser.parse_args()
try:
prompts = run_pipeline(args.repo_url, token=args.token)
except Exception as exc:
print(f"[ERROR] {exc}", file=sys.stderr)
sys.exit(1)
print(f"\n[CommitLens] Generated {len(prompts)} prompt(s).\n")
if args.print_prompts:
for i, prompt in enumerate(prompts, 1):
print(f"{'='*60}")
print(f"PROMPT {i} / {len(prompts)}")
print(f"{'='*60}")
print(prompt)
print()
else:
for i, prompt in enumerate(prompts, 1):
# Print just the file header so the caller sees what was captured
first_line = [
line for line in prompt.splitlines()
if line.startswith("Filename :")
]
label = first_line[0] if first_line else f"File {i}"
print(f" [{i}] {label}")
# Return value is available when imported as a module
return prompts
if __name__ == "__main__":
_cli()
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