From f3c3e11841b52d8e00a90a2103a48e5633fbaa68 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Miguel=20Beteg=C3=B3n?= Date: Tue, 23 Jun 2026 18:45:41 +0200 Subject: [PATCH 1/4] feat(ci): add PR risk experiment workflow --- .github/actions/pr-risk-agent/action.yml | 50 + .github/actions/pr-risk-agent/pyproject.toml | 20 + .../src/risk_pr_agent/__init__.py | 5 + .../pr-risk-agent/src/risk_pr_agent/cli.py | 941 +++++++++++++ .../src/risk_pr_agent/features.py | 1164 +++++++++++++++++ .../src/risk_pr_agent/git_history.py | 303 +++++ .../pr-risk-agent/src/risk_pr_agent/github.py | 293 +++++ .../src/risk_pr_agent/modeling.py | 795 +++++++++++ .../src/risk_pr_agent/scoring.py | 402 ++++++ .github/workflows/pr-risk.yml | 42 + .risk-pr/cli-pr-history.jsonl.gz | Bin 0 -> 886365 bytes ...ected_static_v1_medium_outcome_strict.json | 763 +++++++++++ 12 files changed, 4778 insertions(+) create mode 100644 .github/actions/pr-risk-agent/action.yml create mode 100644 .github/actions/pr-risk-agent/pyproject.toml create mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/__init__.py create mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/cli.py create mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/features.py create mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/git_history.py create mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/github.py create mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py create mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py create mode 100644 .github/workflows/pr-risk.yml create mode 100644 .risk-pr/cli-pr-history.jsonl.gz create mode 100644 .risk-pr/model_selected_static_v1_medium_outcome_strict.json diff --git a/.github/actions/pr-risk-agent/action.yml b/.github/actions/pr-risk-agent/action.yml new file mode 100644 index 000000000..6c6922b3d --- /dev/null +++ b/.github/actions/pr-risk-agent/action.yml @@ -0,0 +1,50 @@ +name: PR Risk Agent +description: Score the current pull request with a precomputed PR risk model. + +inputs: + repo: + description: GitHub repository as owner/name. + required: true + pr-number: + description: Pull request number. + required: true + history: + description: Raw historical PR JSONL or JSONL.GZ path in the checked-out target repo. + required: true + model: + description: Saved risk-pr model JSON path in the checked-out target repo. + required: true + result-path: + description: JSON result output path. + required: false + default: risk-pr-result.json + skip-reviews: + description: Skip fetching current PR reviews. + required: false + default: "true" + +runs: + using: composite + steps: + - name: Install risk-pr-agent + shell: bash + run: python -m pip install -e "$GITHUB_ACTION_PATH" + + - name: Score PR risk + shell: bash + env: + GITHUB_TOKEN: ${{ github.token }} + run: | + SKIP_REVIEWS="" + if [ "${{ inputs.skip-reviews }}" = "true" ]; then + SKIP_REVIEWS="--skip-reviews" + fi + + risk-pr score-pr \ + --repo "${{ inputs.repo }}" \ + --pr "${{ inputs.pr-number }}" \ + --history "${{ inputs.history }}" \ + --model "${{ inputs.model }}" \ + --out "${{ inputs.result-path }}" \ + --summary-file "$GITHUB_STEP_SUMMARY" \ + $SKIP_REVIEWS diff --git a/.github/actions/pr-risk-agent/pyproject.toml b/.github/actions/pr-risk-agent/pyproject.toml new file mode 100644 index 000000000..ea2fa02b3 --- /dev/null +++ b/.github/actions/pr-risk-agent/pyproject.toml @@ -0,0 +1,20 @@ +[build-system] +requires = ["setuptools>=68"] +build-backend = "setuptools.build_meta" + +[project] +name = "risk-pr-agent" +version = "0.1.0" +description = "Offline PR risk dataset and evaluation tooling" +readme = "README.md" +requires-python = ">=3.9" +dependencies = [] + +[project.scripts] +risk-pr = "risk_pr_agent.cli:main" + +[tool.setuptools.packages.find] +where = ["src"] + +[tool.pytest.ini_options] +testpaths = ["tests"] diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/__init__.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/__init__.py new file mode 100644 index 000000000..2648d9099 --- /dev/null +++ b/.github/actions/pr-risk-agent/src/risk_pr_agent/__init__.py @@ -0,0 +1,5 @@ +"""Offline PR risk dataset and evaluation tooling.""" + +__all__ = ["__version__"] + +__version__ = "0.1.0" diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/cli.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/cli.py new file mode 100644 index 000000000..5d1a0705a --- /dev/null +++ b/.github/actions/pr-risk-agent/src/risk_pr_agent/cli.py @@ -0,0 +1,941 @@ +"""Command line interface for the PR risk MVP.""" + +from __future__ import annotations + +import argparse +import json +import os +from datetime import datetime, timedelta, timezone +from pathlib import Path +from typing import Any, Dict, List, Optional, Sequence + +from .features import build_feature_rows, load_raw_dataset, write_feature_csv +from .git_history import build_git_pr_rows, collect_git_reverts_by_pr, survey_git_history +from .github import ( + GitHubClient, + RepoRef, + normalize_file, + normalize_pr, + normalize_review, + parse_github_time, + utc_now_iso, + write_jsonl, +) +from .modeling import ( + DEFAULT_FEATURE_SET, + apply_serialized_logistic_model, + canonical_feature_set, + logistic_markdown_report, + train_logistic_baseline, +) +from .scoring import evaluate_predictions, markdown_report, score_feature_rows, write_json + +DEFAULT_OUTCOMES = ["strong_outcome", "medium_outcome"] + + +def main(argv: Optional[List[str]] = None) -> int: + parser = argparse.ArgumentParser(prog="risk-pr", description="Offline PR risk dataset tooling") + subparsers = parser.add_subparsers(dest="command", required=True) + + backfill = subparsers.add_parser("backfill", help="Fetch PR data from GitHub") + backfill.add_argument("--repo", action="append", required=True, help="GitHub repo as owner/name") + backfill.add_argument("--out", default="data/raw", help="Output root for raw datasets") + backfill.add_argument("--since", help="Only include PRs created on/after YYYY-MM-DD") + backfill.add_argument("--until", help="Only include PRs created on/before YYYY-MM-DD") + backfill.add_argument("--months", type=int, default=6, help="Months to backfill when --since is absent") + backfill.add_argument("--max-prs", type=int, help="Maximum PRs per repo") + backfill.add_argument("--skip-reviews", action="store_true", help="Skip PR review state backfill") + backfill.add_argument("--resume", action="store_true", help="Reuse existing PR rows and fetch missing PRs") + backfill.add_argument("--refresh", action="store_true", help="Refetch existing PR rows") + backfill.add_argument("--sleep", type=float, default=0.0, help="Sleep between GitHub API requests") + backfill.set_defaults(func=cmd_backfill) + + git_backfill = subparsers.add_parser("git-backfill", help="Build raw merged PR rows from local git history") + git_backfill.add_argument("--repo", action="append", required=True, help="GitHub repo as owner/name") + git_backfill.add_argument( + "--git-repo", + action="append", + required=True, + help="Local git repo path or owner/name=/path mapping", + ) + git_backfill.add_argument("--git-ref", default="origin/master", help="Git ref to scan") + git_backfill.add_argument("--out", default="data/raw-git", help="Output root for local-git raw datasets") + git_backfill.add_argument("--since", help="Only include commits on/after YYYY-MM-DD") + git_backfill.add_argument("--until", help="Only include commits on/before YYYY-MM-DD") + git_backfill.add_argument("--months", type=int, default=24, help="Months to scan when --since is absent") + git_backfill.add_argument("--max-prs", type=int, help="Maximum PR rows per repo") + git_backfill.set_defaults(func=cmd_git_backfill) + + features = subparsers.add_parser("features", help="Build feature rows from a raw PR dataset") + features.add_argument("--input", required=True, help="Raw prs.jsonl path") + features.add_argument("--out", default="data/processed", help="Output root for feature datasets") + features.set_defaults(func=cmd_features) + + score = subparsers.add_parser("score", help="Score feature rows and write an eval report") + score.add_argument("--input", required=True, help="Feature JSONL path") + score.add_argument("--out", default="data/processed", help="Output root for scored datasets") + score.add_argument( + "--outcome", + action="append", + help="Outcome field to evaluate. Repeatable. Defaults to strong_outcome and medium_outcome.", + ) + score.add_argument( + "--include-unmerged", + action="store_true", + help="Include unmerged/open PRs in evaluation. Default evaluates merged PRs only.", + ) + score.set_defaults(func=cmd_score) + + build = subparsers.add_parser("build", help="Backfill, extract features, score, and evaluate") + build.add_argument("--repo", action="append", required=True, help="GitHub repo as owner/name") + build.add_argument("--out", default="data", help="Output root containing raw/ and processed/") + build.add_argument("--since", help="Only include PRs created on/after YYYY-MM-DD") + build.add_argument("--until", help="Only include PRs created on/before YYYY-MM-DD") + build.add_argument("--months", type=int, default=12, help="Months to backfill when --since is absent") + build.add_argument("--max-prs", type=int, help="Maximum PRs per repo") + build.add_argument("--skip-reviews", action="store_true", help="Skip PR review state backfill") + build.add_argument("--resume", action="store_true", help="Reuse existing PR rows and fetch missing PRs") + build.add_argument("--refresh", action="store_true", help="Refetch existing PR rows") + build.add_argument("--sleep", type=float, default=0.0, help="Sleep between GitHub API requests") + build.add_argument( + "--git-repo", + action="append", + help="Optional local git repo mapping as owner/name=/path for revert outcome enrichment", + ) + build.add_argument("--git-ref", default="origin/master", help="Git ref for local git outcome enrichment") + build.add_argument( + "--outcome", + action="append", + help="Outcome field to evaluate. Repeatable. Defaults to strong_outcome and medium_outcome.", + ) + build.add_argument( + "--include-unmerged", + action="store_true", + help="Include unmerged/open PRs in evaluation. Default evaluates merged PRs only.", + ) + build.set_defaults(func=cmd_build) + + survey = subparsers.add_parser("survey", help="Estimate repo slice size before a large backfill") + survey.add_argument("--repo", required=True, help="GitHub repo as owner/name") + survey.add_argument("--since", help="Only include PRs created on/after YYYY-MM-DD") + survey.add_argument("--until", help="Only include PRs created on/before YYYY-MM-DD") + survey.add_argument("--months", type=int, default=12, help="Months to survey when --since is absent") + survey.add_argument("--git-repo", help="Optional local git checkout path for revert estimates") + survey.add_argument("--git-ref", default="origin/master", help="Git ref for local git estimates") + survey.set_defaults(func=cmd_survey) + + combine = subparsers.add_parser("combine", help="Combine feature datasets and evaluate them together") + combine.add_argument("--input", action="append", required=True, help="Feature JSONL path") + combine.add_argument("--out", default="data/processed/combined", help="Combined processed output directory") + combine.add_argument( + "--dedupe", + action="store_true", + help="Deduplicate by repo and PR number. Later --input rows replace earlier rows.", + ) + combine.add_argument( + "--outcome", + action="append", + help="Outcome field to evaluate. Repeatable. Defaults to strong_outcome and medium_outcome.", + ) + combine.add_argument( + "--include-unmerged", + action="store_true", + help="Include unmerged/open PRs in evaluation. Default evaluates merged PRs only.", + ) + combine.set_defaults(func=cmd_combine) + + train = subparsers.add_parser("train", help="Train an interpretable logistic regression baseline") + train.add_argument("--input", required=True, help="Feature JSONL path") + train.add_argument("--out", default="data/processed", help="Output root for model artifacts") + train.add_argument( + "--outcome", + action="append", + help="Outcome field to train on. Repeatable. Defaults to medium_outcome.", + ) + train.add_argument( + "--include-unmerged", + action="store_true", + help="Include unmerged/open PRs as negatives. Default trains on merged PRs only.", + ) + train.add_argument("--train-fraction", type=float, default=0.8, help="Chronological train split fraction") + train.add_argument( + "--validation-fraction", + type=float, + default=0.1, + help="Chronological validation split fraction after train. Remaining rows are test.", + ) + train.add_argument("--epochs", type=int, default=800, help="Gradient descent epochs") + train.add_argument("--learning-rate", type=float, default=0.05, help="Gradient descent learning rate") + train.add_argument("--l2", type=float, default=0.01, help="L2 regularization strength") + train.add_argument( + "--maturity-days", + type=int, + default=0, + help=( + "Exclude the newest N days from train/validation/test evaluation so recent PRs " + "are not treated as final negatives before they have time to be reverted or fixed." + ), + ) + train.add_argument( + "--feature-set", + choices=[ + "static_no_process", + "selected_static_v1", + "at_open", + "in_review_final", + "in_review", + "legacy", + ], + default=DEFAULT_FEATURE_SET, + help=( + "Feature set to train. static_no_process excludes comments/reviews/commit counts " + "but still uses the fetched PR diff snapshot; selected_static_v1 uses the deterministic " + "Meta-aligned MVP signal set; in_review_final includes final process signals; legacy " + "keeps the pre-history-expansion feature list. at_open and in_review are accepted as aliases." + ), + ) + train.add_argument( + "--no-class-balance", + action="store_true", + help="Disable balanced class weights for rare positive outcomes", + ) + train.set_defaults(func=cmd_train) + + apply_model = subparsers.add_parser("apply-model", help="Apply a saved logistic model to feature rows") + apply_model.add_argument("--input", required=True, help="Feature JSONL path") + apply_model.add_argument("--model", required=True, help="Saved model_*.json path") + apply_model.add_argument("--out", default="data/processed", help="Output root for modeled rows") + apply_model.set_defaults(func=cmd_apply_model) + + score_pr = subparsers.add_parser("score-pr", help="Fetch and score one pull request") + score_pr.add_argument( + "--repo", + default=os.environ.get("GITHUB_REPOSITORY"), + help="GitHub repo as owner/name. Defaults to GITHUB_REPOSITORY.", + ) + score_pr.add_argument("--pr", type=int, required=True, help="Pull request number to score") + score_pr.add_argument( + "--history", + action="append", + required=True, + help=( + "Raw historical PR JSONL/JSONL.GZ for this repo. Repeatable. " + "Rows for the target PR are replaced with the freshly fetched PR." + ), + ) + score_pr.add_argument("--model", required=True, help="Saved model_*.json path") + score_pr.add_argument("--out", help="Optional JSON output path") + score_pr.add_argument("--summary-file", help="Optional markdown summary path, e.g. GITHUB_STEP_SUMMARY") + score_pr.add_argument("--skip-reviews", action="store_true", help="Skip fetching current PR reviews") + score_pr.add_argument( + "--git-repo", + help="Optional local git checkout for supplemental historical revert labels", + ) + score_pr.add_argument("--git-ref", default="origin/master", help="Git ref for local git revert labels") + score_pr.set_defaults(func=cmd_score_pr) + + args = parser.parse_args(argv) + args.func(args) + return 0 + + +def cmd_backfill(args: argparse.Namespace) -> None: + since = parse_since(args.since, args.months) + until = parse_until(args.until) + client = GitHubClient(sleep_seconds=args.sleep) + + for repo_value in args.repo: + repo = RepoRef.parse(repo_value) + backfill_repo(client, repo, Path(args.out), since, until, args) + + +def cmd_git_backfill(args: argparse.Namespace) -> None: + since = parse_since(args.since, args.months) + until = parse_until(args.until) + git_repo_by_slug = parse_git_repo_specs(args.git_repo, args.repo) + for repo_value in args.repo: + repo = RepoRef.parse(repo_value) + if repo.slug not in git_repo_by_slug: + raise ValueError(f"missing --git-repo mapping for {repo.slug}") + git_backfill_repo( + repo, + Path(args.out), + git_repo_by_slug[repo.slug], + args.git_ref, + since, + until, + args.max_prs, + ) + + +def git_backfill_repo( + repo: RepoRef, + out_root: Path, + git_repo: str, + git_ref: str, + since: datetime, + until: Optional[datetime], + max_prs: Optional[int], +) -> Path: + out_dir = out_root / repo.path_slug + out_dir.mkdir(parents=True, exist_ok=True) + raw_path = out_dir / "prs.jsonl" + manifest_path = out_dir / "manifest.json" + fetched_at = utc_now_iso() + rows = build_git_pr_rows( + repo.slug, + git_repo, + ref=git_ref, + since=since, + until=until, + max_prs=max_prs, + fetched_at=fetched_at, + ) + write_jsonl(str(raw_path), rows) + write_json( + manifest_path, + { + "schema_version": 1, + "repo": repo.slug, + "data_source": "local_git", + "git_repo": git_repo, + "git_ref": git_ref, + "fetched_at": fetched_at, + "since": since.isoformat().replace("+00:00", "Z"), + "until": until.isoformat().replace("+00:00", "Z") if until else None, + "count": len(rows), + "raw_path": str(raw_path), + }, + ) + print(f"wrote {len(rows)} local-git PR rows to {raw_path}") + return raw_path + + +def backfill_repo( + client: GitHubClient, + repo: RepoRef, + out_root: Path, + since: datetime, + until: Optional[datetime], + args: argparse.Namespace, +) -> Path: + out_dir = out_root / repo.path_slug + out_dir.mkdir(parents=True, exist_ok=True) + raw_path = out_dir / "prs.jsonl" + partial_path = out_dir / "prs.in-progress.jsonl" + manifest_path = out_dir / "manifest.json" + + existing_rows = ( + load_existing_rows(raw_path, partial_path) if args.resume and not args.refresh else {} + ) + fetched_at = utc_now_iso() + count = 0 + reused = 0 + fetched = 0 + seen_numbers = set() + + with partial_path.open("w", encoding="utf-8") as handle: + for listed_pr in client.list_pull_requests(repo): + created = parse_github_time(listed_pr.get("created_at")) + if until and created and created > until: + continue + if created and created < since: + break + number = int(listed_pr["number"]) + if number in seen_numbers: + continue + seen_numbers.add(number) + if args.max_prs and count >= args.max_prs: + break + if number in existing_rows: + row = existing_rows[number] + reused += 1 + print(f"reused {repo.slug}#{number}", flush=True) + else: + row = fetch_pr_row(client, repo, number, fetched_at, skip_reviews=args.skip_reviews) + fetched += 1 + print( + f"fetched {repo.slug}#{number} " + f"({len(row['files'])} files, {len(row['reviews'])} reviews)", + flush=True, + ) + handle.write(json.dumps(row, sort_keys=True, separators=(",", ":")) + "\n") + handle.flush() + count += 1 + + partial_path.replace(raw_path) + manifest = { + "schema_version": 1, + "repo": repo.slug, + "fetched_at": fetched_at, + "since": since.isoformat().replace("+00:00", "Z"), + "until": until.isoformat().replace("+00:00", "Z") if until else None, + "count": count, + "fetched_count": fetched, + "reused_count": reused, + "raw_path": str(raw_path), + "partial_path": str(partial_path), + "includes_reviews": not args.skip_reviews, + } + write_json(manifest_path, manifest) + print(f"wrote {count} PRs to {raw_path} ({fetched} fetched, {reused} reused)", flush=True) + return raw_path + + +def fetch_pr_row( + client: GitHubClient, repo: RepoRef, number: int, fetched_at: str, skip_reviews: bool +) -> Dict[str, Any]: + detail = client.get_pull_request(repo, number) + row = normalize_pr(repo, detail, fetched_at) + row["files"] = [normalize_file(item) for item in client.list_pull_files(repo, number)] + row["reviews"] = [] + if not skip_reviews: + row["reviews"] = [normalize_review(item) for item in client.list_pull_reviews(repo, number)] + return row + + +def load_existing_rows(*paths: Path) -> Dict[int, Dict[str, Any]]: + rows: Dict[int, Dict[str, Any]] = {} + for path in paths: + if not path.exists(): + continue + for row in load_raw_dataset(str(path)): + if row.get("number") is not None: + rows[int(row["number"])] = row + return rows + + +def cmd_features(args: argparse.Namespace) -> None: + raw_path = Path(args.input) + out_dir = Path(args.out) / raw_path.parent.name + build_features_file(raw_path, out_dir) + + +def build_features_file( + raw_path: Path, + out_dir: Path, + git_reverts_by_pr: Optional[Dict[int, List[Dict[str, Any]]]] = None, + extra_manifest: Optional[Dict[str, Any]] = None, +) -> Path: + rows = load_raw_dataset(str(raw_path)) + feature_rows = build_feature_rows(rows, git_reverts_by_pr=git_reverts_by_pr) + out_dir.mkdir(parents=True, exist_ok=True) + jsonl_path = out_dir / "features.jsonl" + csv_path = out_dir / "features.csv" + manifest_path = out_dir / "manifest.json" + write_jsonl(str(jsonl_path), feature_rows) + write_feature_csv(str(csv_path), feature_rows) + manifest = { + "schema_version": 1, + "source": str(raw_path), + "count": len(feature_rows), + "jsonl_path": str(jsonl_path), + "csv_path": str(csv_path), + } + if extra_manifest: + manifest.update(extra_manifest) + write_json(manifest_path, manifest) + print(f"wrote {len(feature_rows)} feature rows to {jsonl_path}") + print(f"wrote CSV to {csv_path}") + return jsonl_path + + +def cmd_score(args: argparse.Namespace) -> None: + feature_path = Path(args.input) + out_dir = Path(args.out) / feature_path.parent.name + score_feature_file( + feature_path, + out_dir, + outcome_names=args.outcome or DEFAULT_OUTCOMES, + include_unmerged=args.include_unmerged, + ) + + +def score_feature_file( + feature_path: Path, + out_dir: Path, + outcome_names: List[str], + include_unmerged: bool, +) -> Path: + rows = load_raw_dataset(str(feature_path)) + scored_rows = score_feature_rows(rows) + out_dir.mkdir(parents=True, exist_ok=True) + scored_path = out_dir / "scored.jsonl" + write_jsonl(str(scored_path), scored_rows) + print(f"wrote scored rows to {scored_path}") + for outcome_name in outcome_names: + evaluation = evaluate_predictions( + scored_rows, outcome_name=outcome_name, merged_only=not include_unmerged + ) + suffix = f"_{outcome_name}" if len(outcome_names) > 1 else "" + eval_path = out_dir / f"evaluation{suffix}.json" + report_path = out_dir / f"evaluation{suffix}.md" + write_json(eval_path, evaluation) + report_path.write_text(markdown_report(evaluation), encoding="utf-8") + print(f"wrote evaluation to {eval_path}") + print(f"wrote markdown report to {report_path}") + return scored_path + + +def cmd_build(args: argparse.Namespace) -> None: + since = parse_since(args.since, args.months) + until = parse_until(args.until) + client = GitHubClient(sleep_seconds=args.sleep) + out_root = Path(args.out) + raw_root = out_root / "raw" + processed_root = out_root / "processed" + git_repo_by_slug = parse_git_repo_specs(args.git_repo or [], args.repo) + for repo_value in args.repo: + repo = RepoRef.parse(repo_value) + raw_path = backfill_repo(client, repo, raw_root, since, until, args) + git_reverts = None + manifest_extra: Dict[str, Any] = {} + if repo.slug in git_repo_by_slug: + git_path = git_repo_by_slug[repo.slug] + git_reverts = collect_git_reverts_by_pr(git_path, args.git_ref, since=since, until=until) + manifest_extra = { + "git_repo": git_path, + "git_ref": args.git_ref, + "git_revert_target_prs": len(git_reverts), + "git_revert_commits": sum(len(commits) for commits in git_reverts.values()), + } + features_path = build_features_file( + raw_path, + processed_root / repo.path_slug, + git_reverts_by_pr=git_reverts, + extra_manifest=manifest_extra, + ) + score_feature_file( + features_path, + processed_root / repo.path_slug, + outcome_names=args.outcome or DEFAULT_OUTCOMES, + include_unmerged=args.include_unmerged, + ) + + +def cmd_survey(args: argparse.Namespace) -> None: + since = parse_since(args.since, args.months) + until = parse_until(args.until) + repo = RepoRef.parse(args.repo) + client = GitHubClient() + created_query = created_search_query(since, until) + base_query = f"repo:{repo.slug} is:pr {created_query}".strip() + total = client.search_issues_count(base_query) + open_count = client.search_issues_count(f"{base_query} is:open") + merged_count = client.search_issues_count(f"{base_query} is:merged") + result: Dict[str, Any] = { + "repo": repo.slug, + "since": since.date().isoformat(), + "until": until.date().isoformat() if until else None, + "github": { + "total_prs": total, + "open_prs": open_count, + "merged_prs": merged_count, + "closed_unmerged_prs": max(total - open_count - merged_count, 0), + }, + } + if args.git_repo: + result["git"] = survey_git_history(args.git_repo, args.git_ref, since=since, until=until) + print(json.dumps(result, indent=2, sort_keys=True)) + + +def cmd_combine(args: argparse.Namespace) -> None: + combine_feature_files( + [Path(value) for value in args.input], + Path(args.out), + outcome_names=args.outcome or DEFAULT_OUTCOMES, + include_unmerged=args.include_unmerged, + dedupe=args.dedupe, + ) + + +def cmd_train(args: argparse.Namespace) -> None: + feature_path = Path(args.input) + out_dir = Path(args.out) / feature_path.parent.name + train_feature_file( + feature_path, + out_dir, + outcome_names=args.outcome or ["medium_outcome"], + include_unmerged=args.include_unmerged, + train_fraction=args.train_fraction, + validation_fraction=args.validation_fraction, + epochs=args.epochs, + learning_rate=args.learning_rate, + l2=args.l2, + class_balance=not args.no_class_balance, + feature_set=args.feature_set, + maturity_days=args.maturity_days, + ) + + +def cmd_apply_model(args: argparse.Namespace) -> None: + feature_path = Path(args.input) + model_path = Path(args.model) + out_dir = Path(args.out) / feature_path.parent.name + apply_model_file(feature_path, model_path, out_dir) + + +def cmd_score_pr(args: argparse.Namespace) -> None: + if not args.repo: + raise ValueError("--repo is required when GITHUB_REPOSITORY is not set") + repo = RepoRef.parse(args.repo) + result = score_pull_request( + repo=repo, + pr_number=args.pr, + history_paths=[Path(value) for value in args.history], + model_path=Path(args.model), + skip_reviews=args.skip_reviews, + git_repo=args.git_repo, + git_ref=args.git_ref, + ) + if args.out: + write_json(Path(args.out), result) + if args.summary_file: + Path(args.summary_file).write_text(result["markdown_summary"], encoding="utf-8") + elif os.environ.get("GITHUB_STEP_SUMMARY"): + Path(os.environ["GITHUB_STEP_SUMMARY"]).write_text(result["markdown_summary"], encoding="utf-8") + write_github_outputs(result) + print(result["markdown_summary"]) + + +def combine_feature_files( + input_paths: Sequence[Path], + out_dir: Path, + outcome_names: List[str], + include_unmerged: bool, + dedupe: bool = False, +) -> Path: + rows: List[Dict[str, Any]] = [] + for input_path in input_paths: + rows.extend(load_raw_dataset(str(input_path))) + if dedupe: + by_key: Dict[tuple[str, int], Dict[str, Any]] = {} + for row in rows: + by_key[(row.get("repo") or "", int(row.get("number") or 0))] = row + rows = sorted( + by_key.values(), + key=lambda row: ( + row.get("created_at") or "", + row.get("repo") or "", + int(row.get("number") or 0), + ), + reverse=True, + ) + out_dir.mkdir(parents=True, exist_ok=True) + feature_path = out_dir / "features.jsonl" + csv_path = out_dir / "features.csv" + write_jsonl(str(feature_path), rows) + write_feature_csv(str(csv_path), rows) + write_json( + out_dir / "manifest.json", + { + "schema_version": 1, + "sources": [str(path) for path in input_paths], + "count": len(rows), + "dedupe": dedupe, + "jsonl_path": str(feature_path), + "csv_path": str(csv_path), + }, + ) + print(f"wrote {len(rows)} combined feature rows to {feature_path}") + print(f"wrote CSV to {csv_path}") + score_feature_file(feature_path, out_dir, outcome_names, include_unmerged) + return feature_path + + +def train_feature_file( + feature_path: Path, + out_dir: Path, + outcome_names: List[str], + include_unmerged: bool, + train_fraction: float, + epochs: int, + learning_rate: float, + l2: float, + class_balance: bool, + validation_fraction: float = 0.1, + feature_set: str = DEFAULT_FEATURE_SET, + maturity_days: int = 0, +) -> List[Path]: + rows = load_raw_dataset(str(feature_path)) + out_dir.mkdir(parents=True, exist_ok=True) + model_paths: List[Path] = [] + canonical_set = canonical_feature_set(feature_set) + for outcome_name in outcome_names: + result = train_logistic_baseline( + rows, + outcome_name=outcome_name, + train_fraction=train_fraction, + validation_fraction=validation_fraction, + epochs=epochs, + learning_rate=learning_rate, + l2=l2, + class_balance=class_balance, + include_unmerged=include_unmerged, + feature_set=feature_set, + maturity_days=maturity_days, + ) + artifact_stem = ( + f"{canonical_set}_{outcome_name}" if canonical_set != DEFAULT_FEATURE_SET else outcome_name + ) + model_path = out_dir / f"model_{artifact_stem}.json" + eval_path = out_dir / f"model_evaluation_{artifact_stem}.json" + report_path = out_dir / f"model_{artifact_stem}.md" + modeled_path = out_dir / f"modeled_{artifact_stem}.jsonl" + write_json(model_path, result["model"]) + write_json( + eval_path, + { + "schema_version": 1, + "outcome_name": outcome_name, + "train_evaluation": result["train_evaluation"], + "validation_evaluation": result["validation_evaluation"], + "test_evaluation": result["test_evaluation"], + "all_evaluation": result["all_evaluation"], + }, + ) + report_path.write_text(logistic_markdown_report(result), encoding="utf-8") + write_jsonl(str(modeled_path), result["modeled_rows"]) + print(f"wrote logistic model to {model_path}") + print(f"wrote logistic evaluation to {eval_path}") + print(f"wrote logistic report to {report_path}") + print(f"wrote logistic scored rows to {modeled_path}") + model_paths.append(model_path) + return model_paths + + +def apply_model_file(feature_path: Path, model_path: Path, out_dir: Path) -> Path: + rows = load_raw_dataset(str(feature_path)) + model = json.loads(model_path.read_text(encoding="utf-8")) + modeled_rows = apply_serialized_logistic_model(rows, model) + out_dir.mkdir(parents=True, exist_ok=True) + stem = model_path.stem.removeprefix("model_") + modeled_path = out_dir / f"modeled_{stem}.jsonl" + manifest_path = out_dir / f"model_application_{stem}.json" + write_jsonl(str(modeled_path), modeled_rows) + write_json( + manifest_path, + { + "schema_version": 1, + "feature_path": str(feature_path), + "model_path": str(model_path), + "modeled_path": str(modeled_path), + "rows": len(modeled_rows), + "outcome_name": model.get("outcome_name"), + "feature_set": model.get("feature_set"), + "percentile_mode": model.get("percentile_mode"), + }, + ) + print(f"wrote modeled rows to {modeled_path}") + print(f"wrote model application manifest to {manifest_path}") + return modeled_path + + +def score_pull_request( + repo: RepoRef, + pr_number: int, + history_paths: Sequence[Path], + model_path: Path, + skip_reviews: bool = False, + git_repo: Optional[str] = None, + git_ref: str = "origin/master", + client: Optional[GitHubClient] = None, +) -> Dict[str, Any]: + client = client or GitHubClient() + current_row = fetch_pr_row(client, repo, pr_number, utc_now_iso(), skip_reviews=skip_reviews) + current_row["data_source"] = "github_api" + + historical_rows: List[Dict[str, Any]] = [] + for history_path in history_paths: + historical_rows.extend(load_raw_dataset(str(history_path))) + historical_rows = [ + row + for row in historical_rows + if row.get("repo") == repo.slug and int(row.get("number") or 0) != pr_number + ] + raw_rows = dedupe_raw_rows([*historical_rows, current_row]) + if len(raw_rows) <= 1: + raise ValueError("score-pr requires at least one historical PR row plus the current PR") + + git_reverts = None + if git_repo: + since, until = created_bounds(raw_rows) + git_reverts = collect_git_reverts_by_pr(git_repo, git_ref, since=since, until=until) + + feature_rows = build_feature_rows(raw_rows, git_reverts_by_pr=git_reverts) + model = json.loads(model_path.read_text(encoding="utf-8")) + modeled_rows = apply_serialized_logistic_model(feature_rows, model) + current = next( + ( + row + for row in modeled_rows + if row.get("repo") == repo.slug and int(row.get("number") or 0) == pr_number + ), + None, + ) + if not current: + raise ValueError(f"could not find modeled row for {repo.slug}#{pr_number}") + + result = { + "schema_version": 1, + "repo": repo.slug, + "number": pr_number, + "model_path": str(model_path), + "history_paths": [str(path) for path in history_paths], + "history_rows": len(raw_rows) - 1, + "model": { + "outcome_name": model.get("outcome_name"), + "feature_set": model.get("feature_set"), + "percentile_mode": model.get("percentile_mode"), + }, + "prediction": current.get("prediction") or {}, + "prediction_features": current.get("prediction_features") or {}, + "title": current.get("title"), + "html_url": current.get("html_url"), + "author": current.get("author"), + "created_at": current.get("created_at"), + } + result["markdown_summary"] = pr_risk_markdown_summary(result) + return result + + +def dedupe_raw_rows(rows: Sequence[Dict[str, Any]]) -> List[Dict[str, Any]]: + by_key: Dict[tuple[str, int], Dict[str, Any]] = {} + for row in rows: + if row.get("number") is None: + continue + key = (row.get("repo") or "", int(row["number"])) + by_key[key] = row + return sorted( + by_key.values(), + key=lambda row: ( + row.get("created_at") or "", + row.get("repo") or "", + int(row.get("number") or 0), + ), + ) + + +def created_bounds(rows: Sequence[Dict[str, Any]]) -> tuple[datetime, Optional[datetime]]: + values = [ + parse_github_time(row.get("created_at")) + for row in rows + if row.get("created_at") + ] + values = [value for value in values if value] + if not values: + now = datetime.now(timezone.utc) + return now - timedelta(days=365), now + return min(values), max(values) + + +def write_github_outputs(result: Dict[str, Any]) -> None: + output_path = os.environ.get("GITHUB_OUTPUT") + if not output_path: + return + prediction = result.get("prediction") or {} + with open(output_path, "a", encoding="utf-8") as handle: + handle.write(f"risk_label={prediction.get('logistic_risk_label') or prediction.get('risk_label') or ''}\n") + handle.write(f"logistic_probability={prediction.get('logistic_probability', '')}\n") + handle.write(f"logistic_percentile_repo={prediction.get('logistic_percentile_repo', '')}\n") + handle.write(f"rule_percentile_repo={prediction.get('risk_percentile_repo', '')}\n") + + +def pr_risk_markdown_summary(result: Dict[str, Any]) -> str: + prediction = result.get("prediction") or {} + features = result.get("prediction_features") or {} + label = str(prediction.get("logistic_risk_label") or prediction.get("risk_label") or "unknown") + probability = prediction.get("logistic_probability") + percentile = prediction.get("logistic_percentile_repo") + rule_percentile = prediction.get("risk_percentile_repo") + churn_percentile = prediction.get("churn_percentile_repo") + signals = prediction.get("signals") or [] + signal_names = [signal.get("name") for signal in signals if signal.get("name")] + + lines = [ + "# PR Risk Summary", + "", + f"- PR: [{result.get('repo')}#{result.get('number')}]({result.get('html_url')})", + f"- Title: {result.get('title')}", + f"- Risk label: `{label}`", + f"- Logistic probability: `{format_optional_float(probability)}`", + f"- Logistic repo percentile: `{format_optional_float(percentile)}`", + f"- Rule repo percentile: `{format_optional_float(rule_percentile)}`", + f"- Churn repo percentile: `{format_optional_float(churn_percentile)}`", + f"- Historical rows used: `{result.get('history_rows')}`", + "", + "## Main Signals", + "", + ] + if signal_names: + for name in signal_names[:8]: + lines.append(f"- `{name}`") + else: + lines.append("- No rule-level risk signals fired.") + lines.extend( + [ + "", + "## Deterministic Features", + "", + f"- Changed lines: `{features.get('changed_lines', 0)}`", + f"- Files changed: `{features.get('file_count', 0)}`", + f"- Directories changed: `{features.get('directory_count', 0)}`", + f"- Max relative file churn: `{features.get('max_file_churn_ratio', 0)}`", + f"- Author touched-file ratio: `{features.get('author_touched_file_ratio', 0)}`", + f"- Prior bad outcomes on touched files: `{features.get('max_file_prior_bad_outcomes', 0)}`", + f"- Tests changed: `{features.get('tests_changed', False)}`", + f"- Code changed without test-path signal: `{features.get('code_changed_without_test_signal', False)}`", + "", + "> Experimental advisory signal only. This workflow should not block merges yet.", + "", + ] + ) + return "\n".join(lines) + + +def format_optional_float(value: Any) -> str: + if value is None or value == "": + return "n/a" + try: + return f"{float(value):.3f}" + except (TypeError, ValueError): + return str(value) + + +def parse_since(value: Optional[str], months: int) -> datetime: + if value: + parsed = datetime.strptime(value, "%Y-%m-%d") + return parsed.replace(tzinfo=timezone.utc) + return datetime.now(timezone.utc) - timedelta(days=months * 30) + + +def parse_until(value: Optional[str]) -> Optional[datetime]: + if not value: + return None + parsed = datetime.strptime(value, "%Y-%m-%d") + return parsed.replace(tzinfo=timezone.utc) + timedelta(days=1) - timedelta(microseconds=1) + + +def parse_git_repo_specs(specs: Sequence[str], repo_values: Sequence[str]) -> Dict[str, str]: + mapping: Dict[str, str] = {} + parsed_repos = [RepoRef.parse(value).slug for value in repo_values] + for spec in specs: + if "=" in spec: + slug, path = spec.split("=", 1) + mapping[RepoRef.parse(slug).slug] = path + elif len(parsed_repos) == 1: + mapping[parsed_repos[0]] = spec + else: + raise ValueError("--git-repo without owner/name=path is only allowed with one --repo") + return mapping + + +def created_search_query(since: datetime, until: Optional[datetime]) -> str: + since_value = since.date().isoformat() + if until: + return f"created:{since_value}..{until.date().isoformat()}" + return f"created:>={since_value}" + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/features.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/features.py new file mode 100644 index 000000000..d50814aed --- /dev/null +++ b/.github/actions/pr-risk-agent/src/risk_pr_agent/features.py @@ -0,0 +1,1164 @@ +"""Feature and outcome extraction for PR risk datasets.""" + +from __future__ import annotations + +import csv +import json +import math +import re +from collections import Counter, defaultdict +from datetime import datetime, timedelta +from pathlib import PurePosixPath +from typing import Any, DefaultDict, Dict, Iterable, Iterator, List, Optional, Sequence, Set, Tuple + +from .github import parse_github_time, read_jsonl + + +REVERT_SHA_RE = re.compile(r"\bthis reverts commit\s+([0-9a-f]{7,40})\b", re.IGNORECASE) +ISSUE_REF_RE = re.compile(r"(? List[Dict[str, Any]]: + """Build leakage-aware feature rows from normalized raw PR records.""" + + outcomes = infer_revert_outcomes(raw_rows, git_reverts_by_pr=git_reverts_by_pr) + rows_by_number = {int(row["number"]): row for row in raw_rows} + revert_events = _build_revert_events(raw_rows, outcomes) + bad_outcome_events = _build_bad_outcome_events(raw_rows, outcomes) + touch_events = _build_touch_events(raw_rows) + + sorted_rows = sorted(raw_rows, key=lambda row: row.get("created_at") or "") + revert_events.sort(key=lambda event: event[0]) + bad_outcome_events.sort(key=lambda event: event[0]) + touch_events.sort(key=lambda event: event[0]) + + file_touch_counts: DefaultDict[str, int] = defaultdict(int) + dir_touch_counts: DefaultDict[str, int] = defaultdict(int) + top_dir_touch_counts: DefaultDict[str, int] = defaultdict(int) + file_revert_counts: DefaultDict[str, int] = defaultdict(int) + dir_revert_counts: DefaultDict[str, int] = defaultdict(int) + file_bad_outcome_counts: DefaultDict[str, int] = defaultdict(int) + dir_bad_outcome_counts: DefaultDict[str, int] = defaultdict(int) + file_bad_outcome_times: DefaultDict[str, List[datetime]] = defaultdict(list) + dir_bad_outcome_times: DefaultDict[str, List[datetime]] = defaultdict(list) + file_estimated_sloc: DefaultDict[str, int] = defaultdict(int) + file_authors: DefaultDict[str, Set[str]] = defaultdict(set) + dir_authors: DefaultDict[str, Set[str]] = defaultdict(set) + top_dir_authors: DefaultDict[str, Set[str]] = defaultdict(set) + file_last_touched_at: Dict[str, datetime] = {} + file_touch_times: DefaultDict[str, List[datetime]] = defaultdict(list) + dir_touch_times: DefaultDict[str, List[datetime]] = defaultdict(list) + author_repo_touch_times: DefaultDict[str, List[datetime]] = defaultdict(list) + author_file_touch_counts: DefaultDict[Tuple[str, str], int] = defaultdict(int) + author_dir_touch_counts: DefaultDict[Tuple[str, str], int] = defaultdict(int) + author_top_dir_touch_counts: DefaultDict[Tuple[str, str], int] = defaultdict(int) + file_first_author: Dict[str, str] = {} + revert_event_index = 0 + bad_event_index = 0 + touch_event_index = 0 + feature_rows: List[Dict[str, Any]] = [] + + for row in sorted_rows: + created = parse_github_time(row.get("created_at")) + if created: + while revert_event_index < len(revert_events) and revert_events[revert_event_index][0] <= created: + _, event_files = revert_events[revert_event_index] + for path in event_files: + file_revert_counts[path] += 1 + dir_revert_counts[parent_dir(path)] += 1 + revert_event_index += 1 + while bad_event_index < len(bad_outcome_events) and bad_outcome_events[bad_event_index][0] < created: + event_time, event_files = bad_outcome_events[bad_event_index] + for path in event_files: + file_bad_outcome_counts[path] += 1 + dir_path = parent_dir(path) + dir_bad_outcome_counts[dir_path] += 1 + file_bad_outcome_times[path].append(event_time) + dir_bad_outcome_times[dir_path].append(event_time) + bad_event_index += 1 + while touch_event_index < len(touch_events) and touch_events[touch_event_index][0] < created: + event_time, event_author, event_files = touch_events[touch_event_index] + _apply_touch_event( + event_time, + event_author, + event_files, + file_touch_counts, + dir_touch_counts, + top_dir_touch_counts, + file_authors, + dir_authors, + top_dir_authors, + file_last_touched_at, + file_touch_times, + dir_touch_times, + author_repo_touch_times, + author_file_touch_counts, + author_dir_touch_counts, + author_top_dir_touch_counts, + file_first_author, + file_estimated_sloc, + ) + touch_event_index += 1 + + files = row.get("files") or [] + paths = [file_info.get("filename") for file_info in files if file_info.get("filename")] + file_summary = summarize_files(files) + relative_churn = summarize_relative_churn(files, file_estimated_sloc) + patch_summary = summarize_patch_signals(files) + review_summary = summarize_reviews(row.get("reviews") or []) + author = (row.get("author") or {}).get("login") or "" + history = summarize_history( + paths, + created, + author, + file_touch_counts, + dir_touch_counts, + top_dir_touch_counts, + file_revert_counts, + dir_revert_counts, + file_bad_outcome_counts, + dir_bad_outcome_counts, + file_bad_outcome_times, + dir_bad_outcome_times, + file_authors, + dir_authors, + top_dir_authors, + file_last_touched_at, + file_touch_times, + dir_touch_times, + author_repo_touch_times, + author_file_touch_counts, + author_dir_touch_counts, + author_top_dir_touch_counts, + file_first_author, + ) + source_type = classify_source_type(row) + prediction_features = { + "source_type": source_type, + **row.get("metrics", {}), + **file_summary, + **relative_churn, + **patch_summary, + **history, + **summarize_text(row), + } + + number = int(row["number"]) + outcome = outcomes[number] + outcome["review_requested_changes_count"] = review_summary["requested_changes"] + outcome["review_approval_count"] = review_summary["approved"] + outcome["review_comment_count"] = row.get("metrics", {}).get("review_comments", 0) + outcome["issue_comment_count"] = row.get("metrics", {}).get("comments", 0) + outcome["is_hotfix_like"] = is_hotfix_like(row) + outcome["weak_review_churn"] = bool( + outcome["review_requested_changes_count"] >= 2 + or outcome["review_comment_count"] >= 10 + or (row.get("metrics", {}).get("commits", 0) or 0) >= 10 + ) + + feature_rows.append( + { + "schema_version": 1, + "repo": row.get("repo"), + "data_source": row.get("data_source"), + "number": number, + "html_url": row.get("html_url"), + "title": row.get("title") or "", + "author": author, + "created_at": row.get("created_at"), + "merged_at": row.get("merged_at"), + "closed_at": row.get("closed_at"), + "prediction_features": prediction_features, + "outcomes": outcome, + } + ) + + return sorted(feature_rows, key=lambda row: row["created_at"] or "", reverse=True) + + +def infer_revert_outcomes( + raw_rows: Sequence[Dict[str, Any]], + git_reverts_by_pr: Optional[Dict[int, List[Dict[str, Any]]]] = None, +) -> Dict[int, Dict[str, Any]]: + rows_by_number = {int(row["number"]): row for row in raw_rows} + sha_to_number: Dict[str, int] = {} + title_to_number: Dict[str, int] = {} + for row in raw_rows: + number = int(row["number"]) + for sha in [row.get("merge_commit_sha"), (row.get("head") or {}).get("sha")]: + if sha: + sha_to_number[sha.lower()] = number + normalized_title = normalize_title(row.get("title") or "") + if normalized_title: + title_to_number.setdefault(normalized_title, number) + + reverted_by: DefaultDict[int, List[int]] = defaultdict(list) + followup_fix_by: DefaultDict[int, List[int]] = defaultdict(list) + followup_fix_strict_by: DefaultDict[int, List[int]] = defaultdict(list) + for row in raw_rows: + number = int(row["number"]) + if not is_revert_pr(row): + continue + for target in extract_revert_targets(row, rows_by_number, sha_to_number, title_to_number): + if target != number and target in rows_by_number: + reverted_by[target].append(number) + + for row in raw_rows: + number = int(row["number"]) + if not is_followup_fix_pr(row): + continue + for target in extract_referenced_pr_numbers(row, rows_by_number): + target_row = rows_by_number[target] + if target != number and is_later_pr(row, target_row): + followup_fix_by[target].append(number) + if is_strict_followup_fix(row, target_row): + followup_fix_strict_by[target].append(number) + + outcomes: Dict[int, Dict[str, Any]] = {} + for row in raw_rows: + number = int(row["number"]) + is_merged = bool(row.get("merged_at")) + is_revert = is_revert_pr(row) + target_prs = sorted(set(reverted_by.get(number, []))) + followup_prs = sorted(set(followup_fix_by.get(number, []))) + strict_followup_prs = sorted(set(followup_fix_strict_by.get(number, []))) + git_commits = sorted( + git_reverts_by_pr.get(number, []) if git_reverts_by_pr else [], + key=lambda item: (item.get("committed_at") or "", item.get("sha") or ""), + ) + outcomes[number] = { + "is_merged": is_merged, + "is_revert_pr": is_revert, + "reverted_by_prs": target_prs, + "git_reverted_by_commits": git_commits, + "followup_fix_by_prs": followup_prs, + "followup_fix_strict_by_prs": strict_followup_prs, + "has_revert_outcome": bool(target_prs or git_commits), + "strong_outcome": bool(target_prs or git_commits), + "medium_outcome": bool(target_prs or git_commits or followup_prs), + "medium_outcome_strict": bool(target_prs or git_commits or strict_followup_prs), + } + return outcomes + + +def summarize_files(files: Sequence[Dict[str, Any]]) -> Dict[str, Any]: + paths = [file_info.get("filename") for file_info in files if file_info.get("filename")] + changes_by_file = [int(file_info.get("changes") or 0) for file_info in files] + extensions = sorted({extension(path) for path in paths if extension(path)}) + languages = sorted({LANGUAGE_BY_EXTENSION[ext] for ext in extensions if ext in LANGUAGE_BY_EXTENSION}) + directories = sorted({parent_dir(path) for path in paths}) + top_dirs = sorted({top_level_dir(path) for path in paths if top_level_dir(path)}) + + counts = Counter(classify_path(path) for path in paths) + sensitive_counts = Counter(area for path in paths for area in classify_sensitive_areas(path)) + status_counts = Counter((file_info.get("status") or "").lower() for file_info in files) + code_files = counts["code"] + test_files = counts["test"] + docs_files = counts["docs"] + generated_files = counts["generated"] + lockfile_files = counts["lockfile"] + migration_files = counts["migration"] + ci_deploy_files = counts["ci_deploy"] + config_files = counts["config"] + auth_permission_files = counts["auth_permission"] + public_api_files = counts["public_api"] + + file_count = len(paths) + new_file_count = status_counts["added"] + non_docs_generated = file_count - docs_files - generated_files + non_test_generated_docs = file_count - test_files - docs_files - generated_files + changed_lines = sum(changes_by_file) + added_lines = sum(int(file_info.get("additions") or 0) for file_info in files) + deleted_lines = sum(int(file_info.get("deletions") or 0) for file_info in files) + sensitive_file_count = sum(1 for path in paths if classify_sensitive_areas(path)) + + return { + "file_count": file_count, + "changed_lines": changed_lines, + "added_lines": added_lines, + "deleted_lines": deleted_lines, + "deleted_line_ratio": round(deleted_lines / changed_lines, 4) if changed_lines else 0.0, + "directory_count": len(directories), + "top_level_directory_count": len(top_dirs), + "extension_count": len(extensions), + "language_count": len(languages), + "extensions": extensions, + "languages": languages, + "top_level_dirs": top_dirs, + "entropy_of_change": round(entropy(changes_by_file), 4), + "new_file_count": new_file_count, + "removed_file_count": status_counts["removed"], + "renamed_file_count": status_counts["renamed"], + "modified_file_count": status_counts["modified"], + "new_file_ratio": round(new_file_count / file_count, 4) if file_count else 0.0, + "only_new_files": bool(file_count and new_file_count == file_count), + "code_file_count": code_files, + "test_file_count": test_files, + "docs_file_count": docs_files, + "generated_file_count": generated_files, + "lockfile_count": lockfile_files, + "migration_file_count": migration_files, + "ci_deploy_file_count": ci_deploy_files, + "config_file_count": config_files, + "auth_permission_file_count": auth_permission_files, + "public_api_file_count": public_api_files, + "sensitive_file_count": sensitive_file_count, + "sensitive_area_count": len(sensitive_counts), + "db_or_storage_changed": bool(sensitive_counts["db_storage"]), + "ingest_or_pipeline_changed": bool(sensitive_counts["ingest_pipeline"]), + "billing_or_quota_changed": bool(sensitive_counts["billing_quota"]), + "security_or_privacy_changed": bool(sensitive_counts["security_privacy"]), + "ownership_or_org_changed": bool(sensitive_counts["ownership_org"]), + "sensitive_area_changed": bool(sensitive_counts), + "docs_only": bool(file_count and non_docs_generated <= 0), + "generated_only": bool(file_count and generated_files == file_count), + "tests_only": bool(file_count and non_test_generated_docs <= 0 and test_files > 0), + "tests_changed": bool(test_files), + "code_changed_without_test_signal": bool(code_files and not test_files), + "lockfile_changed": bool(lockfile_files), + "migration_changed": bool(migration_files), + "ci_or_deploy_changed": bool(ci_deploy_files), + "config_or_env_changed": bool(config_files), + "auth_or_permission_changed": bool(auth_permission_files), + "public_api_changed": bool(public_api_files), + } + + +def summarize_relative_churn( + files: Sequence[Dict[str, Any]], + file_estimated_sloc: Dict[str, int], +) -> Dict[str, Any]: + ratios: List[float] = [] + known_base_sloc = 0 + known_base_churn = 0 + known_file_count = 0 + new_file_count = 0 + + for file_info in files: + path = file_info.get("filename") + if not path: + continue + previous_path = file_info.get("previous_filename") + status = (file_info.get("status") or "").lower() + changes = int(file_info.get("changes") or 0) + if not changes: + changes = int(file_info.get("additions") or 0) + int(file_info.get("deletions") or 0) + base_sloc = file_estimated_sloc.get(path, 0) + if not base_sloc and previous_path: + base_sloc = file_estimated_sloc.get(previous_path, 0) + if status == "added" and base_sloc <= 0: + new_file_count += 1 + ratios.append(1.0 if changes else 0.0) + continue + if base_sloc > 0: + ratio = changes / base_sloc + ratios.append(max(ratio, 0.0)) + known_base_sloc += base_sloc + known_base_churn += changes + known_file_count += 1 + else: + ratios.append(0.0) + + return { + "max_file_churn_ratio": round(max(ratios or [0.0]), 4), + "avg_file_churn_ratio": round(sum(ratios) / len(ratios), 4) if ratios else 0.0, + "sum_churn_over_base_sloc": round(known_base_churn / known_base_sloc, 4) + if known_base_sloc + else 0.0, + "known_prior_file_size_count": known_file_count, + "new_file_relative_churn_count": new_file_count, + "large_relative_churn": bool(ratios and max(ratios) >= 0.5), + } + + +def summarize_patch_signals(files: Sequence[Dict[str, Any]]) -> Dict[str, Any]: + patch_available_count = 0 + comment_only_file_count = 0 + whitespace_only_file_count = 0 + touches_error_handling = False + touches_async_or_concurrency = False + touches_serialization = False + touches_data_deletion = False + changed_patch_line_count = 0 + + for file_info in files: + patch = file_info.get("patch") or "" + if not patch: + continue + patch_available_count += 1 + changed_lines = patch_changed_lines(patch) + changed_patch_line_count += len(changed_lines) + normalized_lines = [line.strip() for line in changed_lines] + non_empty_lines = [line for line in normalized_lines if line] + if changed_lines and not non_empty_lines: + whitespace_only_file_count += 1 + if non_empty_lines and all(is_comment_like_line(line) for line in non_empty_lines): + comment_only_file_count += 1 + changed_text = "\n".join(changed_lines) + touches_error_handling = touches_error_handling or bool(ERROR_HANDLING_RE.search(changed_text)) + touches_async_or_concurrency = touches_async_or_concurrency or bool( + ASYNC_CONCURRENCY_RE.search(changed_text) + ) + touches_serialization = touches_serialization or bool(SERIALIZATION_RE.search(changed_text)) + touches_data_deletion = touches_data_deletion or bool(DATA_DELETION_RE.search(changed_text)) + + return { + "patch_available_count": patch_available_count, + "changed_patch_line_count": changed_patch_line_count, + "comment_only_file_count": comment_only_file_count, + "whitespace_only_file_count": whitespace_only_file_count, + "comment_only": bool(patch_available_count and comment_only_file_count == patch_available_count), + "whitespace_only": bool(patch_available_count and whitespace_only_file_count == patch_available_count), + "touches_error_handling": touches_error_handling, + "touches_async_or_concurrency": touches_async_or_concurrency, + "touches_serialization": touches_serialization, + "touches_data_deletion": touches_data_deletion, + } + + +def summarize_reviews(reviews: Sequence[Dict[str, Any]]) -> Dict[str, int]: + states = Counter((review.get("state") or "").upper() for review in reviews) + return { + "approved": states["APPROVED"], + "changes_requested": states["CHANGES_REQUESTED"], + "commented": states["COMMENTED"], + "dismissed": states["DISMISSED"], + "requested_changes": states["CHANGES_REQUESTED"], + } + + +def summarize_history( + paths: Sequence[str], + created: Optional[datetime], + author: str, + file_touch_counts: Dict[str, int], + dir_touch_counts: Dict[str, int], + top_dir_touch_counts: Dict[str, int], + file_revert_counts: Dict[str, int], + dir_revert_counts: Dict[str, int], + file_bad_outcome_counts: Dict[str, int], + dir_bad_outcome_counts: Dict[str, int], + file_bad_outcome_times: Dict[str, List[datetime]], + dir_bad_outcome_times: Dict[str, List[datetime]], + file_authors: Dict[str, Set[str]], + dir_authors: Dict[str, Set[str]], + top_dir_authors: Dict[str, Set[str]], + file_last_touched_at: Dict[str, datetime], + file_touch_times: Dict[str, List[datetime]], + dir_touch_times: Dict[str, List[datetime]], + author_repo_touch_times: Dict[str, List[datetime]], + author_file_touch_counts: Dict[Tuple[str, str], int], + author_dir_touch_counts: Dict[Tuple[str, str], int], + author_top_dir_touch_counts: Dict[Tuple[str, str], int], + file_first_author: Dict[str, str], +) -> Dict[str, Any]: + dirs = [parent_dir(path) for path in paths] + unique_dirs = sorted(set(dirs)) + top_dirs = [top_level_dir(path) for path in paths if top_level_dir(path)] + previous_file_authors = [len(file_authors[path]) for path in paths] + previous_dir_authors = [len(dir_authors[path]) for path in dirs] + prior_file_days = days_since_last_touch(paths, created, file_last_touched_at) + author_recent_cutoff = created - RECENT_EXPERIENCE_WINDOW if created else None + author_repo_times = author_repo_touch_times.get(author, []) + author_recent_prs = ( + sum(1 for touched_at in author_repo_times if touched_at >= author_recent_cutoff) + if author_recent_cutoff + else 0 + ) + file_recent_counts = recent_touch_counts(paths, created, file_touch_times) + dir_recent_counts = recent_touch_counts(dirs, created, dir_touch_times) + file_bad_counts_90d = recent_touch_counts( + paths, + created, + file_bad_outcome_times, + window=BAD_OUTCOME_WINDOWS["90d"], + ) + dir_bad_counts_90d = recent_touch_counts( + dirs, + created, + dir_bad_outcome_times, + window=BAD_OUTCOME_WINDOWS["90d"], + ) + file_bad_counts_365d = recent_touch_counts( + paths, + created, + file_bad_outcome_times, + window=BAD_OUTCOME_WINDOWS["365d"], + ) + dir_bad_counts_365d = recent_touch_counts( + dirs, + created, + dir_bad_outcome_times, + window=BAD_OUTCOME_WINDOWS["365d"], + ) + author_created_file_count = sum( + 1 for path in paths if file_first_author.get(path) and file_first_author.get(path) == author + ) + author_file_prior_values = [author_file_touch_counts[(author, path)] for path in paths] + author_dir_prior_values = [author_dir_touch_counts[(author, path)] for path in dirs] + author_touched_file_count = sum(1 for value in author_file_prior_values if value > 0) + author_touched_dir_count = sum( + 1 for path in unique_dirs if author_dir_touch_counts[(author, path)] > 0 + ) + sum_file_prior_prs = sum(file_touch_counts[path] for path in paths) + sum_dir_prior_prs = sum(dir_touch_counts[path] for path in dirs) + author_sum_file_prior_prs = sum(author_file_prior_values) + author_sum_dir_prior_prs = sum(author_dir_prior_values) + return { + "max_file_prior_prs": max([file_touch_counts[path] for path in paths] or [0]), + "sum_file_prior_prs": sum_file_prior_prs, + "max_dir_prior_prs": max([dir_touch_counts[path] for path in dirs] or [0]), + "sum_dir_prior_prs": sum_dir_prior_prs, + "max_top_level_dir_prior_prs": max([top_dir_touch_counts[path] for path in top_dirs] or [0]), + "sum_top_level_dir_prior_prs": sum(top_dir_touch_counts[path] for path in top_dirs), + "max_file_prior_reverts": max([file_revert_counts[path] for path in paths] or [0]), + "sum_file_prior_reverts": sum(file_revert_counts[path] for path in paths), + "max_dir_prior_reverts": max([dir_revert_counts[path] for path in dirs] or [0]), + "sum_dir_prior_reverts": sum(dir_revert_counts[path] for path in dirs), + "max_file_prior_bad_outcomes": max([file_bad_outcome_counts[path] for path in paths] or [0]), + "sum_file_prior_bad_outcomes": sum(file_bad_outcome_counts[path] for path in paths), + "max_dir_prior_bad_outcomes": max([dir_bad_outcome_counts[path] for path in dirs] or [0]), + "sum_dir_prior_bad_outcomes": sum(dir_bad_outcome_counts[path] for path in dirs), + "max_file_prior_bad_outcomes_90d": max(file_bad_counts_90d or [0]), + "sum_file_prior_bad_outcomes_90d": sum(file_bad_counts_90d), + "max_dir_prior_bad_outcomes_90d": max(dir_bad_counts_90d or [0]), + "sum_dir_prior_bad_outcomes_90d": sum(dir_bad_counts_90d), + "max_file_prior_bad_outcomes_365d": max(file_bad_counts_365d or [0]), + "sum_file_prior_bad_outcomes_365d": sum(file_bad_counts_365d), + "max_dir_prior_bad_outcomes_365d": max(dir_bad_counts_365d or [0]), + "sum_dir_prior_bad_outcomes_365d": sum(dir_bad_counts_365d), + "max_file_prior_authors": max(previous_file_authors or [0]), + "sum_file_prior_authors": sum(previous_file_authors), + "max_dir_prior_authors": max(previous_dir_authors or [0]), + "sum_dir_prior_authors": sum(previous_dir_authors), + "max_top_level_dir_prior_authors": max([len(top_dir_authors[path]) for path in top_dirs] or [0]), + "sum_top_level_dir_prior_authors": sum(len(top_dir_authors[path]) for path in top_dirs), + "min_file_days_since_last_change": min(prior_file_days or [0]), + "avg_file_days_since_last_change": round(sum(prior_file_days) / len(prior_file_days), 4) + if prior_file_days + else 0.0, + "max_file_days_since_last_change": max(prior_file_days or [0]), + "max_file_prior_prs_90d": max(file_recent_counts or [0]), + "sum_file_prior_prs_90d": sum(file_recent_counts), + "max_dir_prior_prs_90d": max(dir_recent_counts or [0]), + "sum_dir_prior_prs_90d": sum(dir_recent_counts), + "author_repo_prior_prs": len(author_repo_times), + "author_repo_recent_prs_90d": author_recent_prs, + "author_max_file_prior_prs": max([author_file_touch_counts[(author, path)] for path in paths] or [0]), + "author_sum_file_prior_prs": author_sum_file_prior_prs, + "author_max_dir_prior_prs": max([author_dir_touch_counts[(author, path)] for path in dirs] or [0]), + "author_sum_dir_prior_prs": author_sum_dir_prior_prs, + "author_max_top_level_dir_prior_prs": max( + [author_top_dir_touch_counts[(author, path)] for path in top_dirs] or [0] + ), + "author_sum_top_level_dir_prior_prs": sum( + author_top_dir_touch_counts[(author, path)] for path in top_dirs + ), + "author_touched_file_count": author_touched_file_count, + "author_touched_file_ratio": round(author_touched_file_count / len(paths), 4) if paths else 0.0, + "author_touched_dir_count": author_touched_dir_count, + "author_touched_dir_ratio": round(author_touched_dir_count / len(unique_dirs), 4) + if unique_dirs + else 0.0, + "author_file_experience_share": round(author_sum_file_prior_prs / sum_file_prior_prs, 4) + if sum_file_prior_prs + else 0.0, + "author_dir_experience_share": round(author_sum_dir_prior_prs / sum_dir_prior_prs, 4) + if sum_dir_prior_prs + else 0.0, + "author_created_file_count": author_created_file_count, + "author_created_file_ratio": round(author_created_file_count / len(paths), 4) if paths else 0.0, + } + + +def summarize_text(row: Dict[str, Any]) -> Dict[str, Any]: + title = (row.get("title") or "").lower() + body = (row.get("body") or "").lower() + text = f"{title}\n{body}" + return { + "title_fix_like": bool(FOLLOWUP_FIX_RE.search(title)), + "title_revert_like": title.strip().startswith("revert"), + "title_refactor_like": bool(re.search(r"\b(refactor|cleanup|clean up|rename|move)\b", title)), + "body_has_test_plan": bool(re.search(r"\b(test plan|tests?|verified|validation)\b", body)), + "body_says_no_tests": bool(re.search(r"\b(no tests?|not tested|without tests?)\b", body)), + "hotfix_like_text": is_hotfix_like(row), + "references_other_pr": bool(ISSUE_REF_RE.search(text)), + } + + +def patch_changed_lines(patch: str) -> List[str]: + lines: List[str] = [] + for line in patch.splitlines(): + if not line: + continue + if line.startswith("+++") or line.startswith("---"): + continue + if line[0] not in {"+", "-"}: + continue + lines.append(line[1:]) + return lines + + +def is_comment_like_line(line: str) -> bool: + stripped = line.strip() + if not stripped: + return True + comment_prefixes = ("#", "//", "/*", "*", "*/", "", "--") + if stripped.startswith(comment_prefixes): + return True + if stripped.startswith(('"""', "'''")) or stripped.endswith(('"""', "'''")): + return True + return False + + +def classify_path(path: str) -> str: + normalized = path.lower() + name = PurePosixPath(normalized).name + parts = set(PurePosixPath(normalized).parts) + ext = extension(normalized) + + if name in LOCKFILES: + return "lockfile" + if "migrations" in parts or "migration" in parts or "alembic" in parts: + return "migration" + if normalized.startswith(".github/workflows/") or ".circleci" in parts or ".buildkite" in parts: + return "ci_deploy" + if "docs" in parts or ext in DOC_EXTENSIONS or name in {"readme", "changelog", "license"}: + return "docs" + if "generated" in parts or "vendor" in parts or normalized.endswith(".generated.ts"): + return "generated" + if is_test_path(normalized): + return "test" + if any(token in normalized for token in ["auth", "permission", "rbac", "oauth", "token", "session"]): + return "auth_permission" + if any(token in normalized for token in ["openapi", "graphql", "schema", "proto"]): + return "public_api" + if ext in CONFIG_EXTENSIONS or "config" in parts or name.startswith(".env"): + return "config" + if ext in CODE_EXTENSIONS: + return "code" + return "other" + + +def classify_sensitive_areas(path: str) -> Set[str]: + normalized = path.lower() + parts = set(PurePosixPath(normalized).parts) + areas: Set[str] = set() + if any(token in normalized for token in ["auth", "permission", "rbac", "oauth", "token", "session"]): + areas.add("security_privacy") + if any(token in normalized for token in ["privacy", "security", "sso", "saml", "twofactor", "2fa"]): + areas.add("security_privacy") + if any(token in normalized for token in ["billing", "subscription", "payment", "invoice", "quota"]): + areas.add("billing_quota") + if any(token in normalized for token in ["rate_limit", "ratelimit", "usage", "plan"]): + areas.add("billing_quota") + if any(token in normalized for token in ["ingest", "relay", "snuba", "kafka", "consumer", "pipeline"]): + areas.add("ingest_pipeline") + if any(token in normalized for token in ["database", "postgres", "redis", "storage", "search", "index"]): + areas.add("db_storage") + if "migrations" in parts or "migration" in parts or "alembic" in parts: + areas.add("db_storage") + if any(token in normalized for token in ["organization", "member", "team", "project", "owner"]): + areas.add("ownership_org") + return areas + + +def classify_source_type(row: Dict[str, Any]) -> str: + author = row.get("author") or {} + login = (author.get("login") or "").lower() + user_type = (author.get("type") or "").lower() + text = f"{row.get('title') or ''}\n{row.get('body') or ''}\n{(row.get('head') or {}).get('ref') or ''}".lower() + + if "dependabot" in login or "renovate" in login: + return "dependency_bot" + if user_type == "bot" or login.endswith("[bot]"): + return "bot" + if any(token in text for token in ["codemod", "mechanical change", "bulk update"]): + return "codemod" + if any(token in text for token in ["ai-generated", "generated by copilot", "generated by ai"]): + return "ai_generated" + return "human" + + +def is_revert_pr(row: Dict[str, Any]) -> bool: + title = (row.get("title") or "").strip().lower() + body = (row.get("body") or "").lower() + labels = " ".join((label.get("name") or "") for label in row.get("labels", [])).lower() + return title.startswith("revert") or "this reverts commit" in body or "revert" in labels + + +def is_hotfix_like(row: Dict[str, Any]) -> bool: + text = " ".join( + [ + row.get("title") or "", + row.get("body") or "", + " ".join((label.get("name") or "") for label in row.get("labels", [])), + ] + ).lower() + return any(token in text for token in ["hotfix", "regression", "rollback", "roll back", "fix forward"]) + + +def is_followup_fix_pr(row: Dict[str, Any]) -> bool: + if not row.get("merged_at"): + return False + text = " ".join( + [ + row.get("title") or "", + row.get("body") or "", + " ".join((label.get("name") or "") for label in row.get("labels", [])), + ] + ) + return bool(FOLLOWUP_FIX_RE.search(text)) + + +def extract_revert_targets( + row: Dict[str, Any], + rows_by_number: Dict[int, Dict[str, Any]], + sha_to_number: Dict[str, int], + title_to_number: Dict[str, int], +) -> Set[int]: + targets: Set[int] = set() + text = f"{row.get('title') or ''}\n{row.get('body') or ''}" + for match in REVERT_SHA_RE.finditer(text): + sha = match.group(1).lower() + if sha in sha_to_number: + targets.add(sha_to_number[sha]) + targets.update(extract_referenced_pr_numbers(row, rows_by_number)) + for quoted in QUOTED_TEXT_RE.findall(text): + normalized = normalize_title(quoted) + if normalized in title_to_number: + targets.add(title_to_number[normalized]) + return targets + + +def extract_referenced_pr_numbers( + row: Dict[str, Any], rows_by_number: Dict[int, Dict[str, Any]] +) -> Set[int]: + text = f"{row.get('title') or ''}\n{row.get('body') or ''}" + targets: Set[int] = set() + for match in ISSUE_REF_RE.finditer(text): + number = int(match.group(1)) + if number in rows_by_number: + targets.add(number) + return targets + + +def is_later_pr(candidate: Dict[str, Any], target: Dict[str, Any]) -> bool: + candidate_created = parse_github_time(candidate.get("created_at")) + target_created = parse_github_time(target.get("created_at")) + if not candidate_created or not target_created: + return False + return candidate_created > target_created + + +def is_strict_followup_fix(candidate: Dict[str, Any], target: Dict[str, Any]) -> bool: + candidate_created = parse_github_time(candidate.get("created_at")) + target_created = parse_github_time(target.get("created_at")) + if not candidate_created or not target_created: + return False + if candidate_created - target_created > FOLLOWUP_FIX_STRICT_WINDOW: + return False + candidate_paths = { + file_info.get("filename") + for file_info in candidate.get("files", []) + if file_info.get("filename") + } + target_paths = { + file_info.get("filename") + for file_info in target.get("files", []) + if file_info.get("filename") + } + if candidate_paths & target_paths: + return True + candidate_dirs = {parent_dir(path) for path in candidate_paths if parent_dir(path)} + target_dirs = {parent_dir(path) for path in target_paths if parent_dir(path)} + return bool(candidate_dirs & target_dirs) + + +def normalize_title(value: str) -> str: + return re.sub(r"\s+", " ", value.strip().lower()) + + +def entropy(values: Sequence[int]) -> float: + total = sum(value for value in values if value > 0) + if total <= 0: + return 0.0 + result = 0.0 + for value in values: + if value <= 0: + continue + probability = value / total + result -= probability * math.log2(probability) + return result + + +def extension(path: str) -> str: + return PurePosixPath(path).suffix.lower() + + +def parent_dir(path: str) -> str: + parent = str(PurePosixPath(path).parent) + return "" if parent == "." else parent + + +def top_level_dir(path: str) -> str: + parts = PurePosixPath(path).parts + return parts[0] if len(parts) > 1 else "" + + +def is_test_path(path: str) -> bool: + parts = set(PurePosixPath(path).parts) + name = PurePosixPath(path).name + return ( + "test" in parts + or "tests" in parts + or "__tests__" in parts + or name.startswith("test_") + or name.endswith("_test.go") + or name.endswith("_test.py") + or name.endswith(".test.ts") + or name.endswith(".test.tsx") + or name.endswith(".spec.ts") + or name.endswith(".spec.tsx") + ) + + +def days_since_last_touch( + paths: Sequence[str], + created: Optional[datetime], + file_last_touched_at: Dict[str, datetime], +) -> List[float]: + if not created: + return [] + result: List[float] = [] + for path in paths: + touched_at = file_last_touched_at.get(path) + if not touched_at: + continue + result.append(max((created - touched_at).total_seconds() / 86400.0, 0.0)) + return result + + +def recent_touch_counts( + paths: Sequence[str], + created: Optional[datetime], + touch_times_by_path: Dict[str, List[datetime]], + window: timedelta = RECENT_EXPERIENCE_WINDOW, +) -> List[int]: + if not created: + return [0 for _ in paths] + cutoff = created - window + return [ + sum(1 for touched_at in touch_times_by_path.get(path, []) if touched_at >= cutoff) + for path in paths + ] + + +def _build_touch_events(raw_rows: Sequence[Dict[str, Any]]) -> List[Tuple[datetime, str, List[Dict[str, Any]]]]: + events: List[Tuple[datetime, str, List[Dict[str, Any]]]] = [] + for row in raw_rows: + merged_at = parse_github_time(row.get("merged_at")) + if not merged_at: + continue + files = [file_info for file_info in row.get("files", []) if file_info.get("filename")] + if not files: + continue + author = (row.get("author") or {}).get("login") or "" + events.append((merged_at, author, files)) + return events + + +def _apply_touch_event( + event_time: datetime, + author: str, + files: Sequence[Dict[str, Any]], + file_touch_counts: DefaultDict[str, int], + dir_touch_counts: DefaultDict[str, int], + top_dir_touch_counts: DefaultDict[str, int], + file_authors: DefaultDict[str, Set[str]], + dir_authors: DefaultDict[str, Set[str]], + top_dir_authors: DefaultDict[str, Set[str]], + file_last_touched_at: Dict[str, datetime], + file_touch_times: DefaultDict[str, List[datetime]], + dir_touch_times: DefaultDict[str, List[datetime]], + author_repo_touch_times: DefaultDict[str, List[datetime]], + author_file_touch_counts: DefaultDict[Tuple[str, str], int], + author_dir_touch_counts: DefaultDict[Tuple[str, str], int], + author_top_dir_touch_counts: DefaultDict[Tuple[str, str], int], + file_first_author: Dict[str, str], + file_estimated_sloc: DefaultDict[str, int], +) -> None: + author_repo_touch_times[author].append(event_time) + touched_files: Set[str] = set() + touched_dirs: Set[str] = set() + touched_top_dirs: Set[str] = set() + for file_info in files: + path = file_info.get("filename") + if not path: + continue + touched_files.add(path) + touched_dirs.add(parent_dir(path)) + top_dir = top_level_dir(path) + if top_dir: + touched_top_dirs.add(top_dir) + if (file_info.get("status") or "").lower() == "added": + file_first_author.setdefault(path, author) + + for path in touched_files: + file_touch_counts[path] += 1 + file_authors[path].add(author) + file_last_touched_at[path] = event_time + file_touch_times[path].append(event_time) + author_file_touch_counts[(author, path)] += 1 + for path in touched_dirs: + dir_touch_counts[path] += 1 + dir_authors[path].add(author) + dir_touch_times[path].append(event_time) + author_dir_touch_counts[(author, path)] += 1 + for path in touched_top_dirs: + top_dir_touch_counts[path] += 1 + top_dir_authors[path].add(author) + author_top_dir_touch_counts[(author, path)] += 1 + update_estimated_file_sizes(files, file_estimated_sloc) + + +def update_estimated_file_sizes( + files: Sequence[Dict[str, Any]], + file_estimated_sloc: DefaultDict[str, int], +) -> None: + for file_info in files: + path = file_info.get("filename") + if not path: + continue + status = (file_info.get("status") or "").lower() + previous_path = file_info.get("previous_filename") + if previous_path and previous_path in file_estimated_sloc and path not in file_estimated_sloc: + file_estimated_sloc[path] = file_estimated_sloc[previous_path] + base_sloc = file_estimated_sloc.get(path, 0) + additions = int(file_info.get("additions") or 0) + deletions = int(file_info.get("deletions") or 0) + if status == "removed": + file_estimated_sloc[path] = 0 + elif status == "added" and base_sloc <= 0: + file_estimated_sloc[path] = max(additions - deletions, 0) + else: + file_estimated_sloc[path] = max(base_sloc + additions - deletions, 0) + + +def _build_revert_events( + raw_rows: Sequence[Dict[str, Any]], outcomes: Dict[int, Dict[str, Any]] +) -> List[Tuple[datetime, List[str]]]: + rows_by_number = {int(row["number"]): row for row in raw_rows} + events: List[Tuple[datetime, List[str]]] = [] + for number, outcome in outcomes.items(): + reverter_numbers = outcome.get("reverted_by_prs") or [] + git_revert_commits = outcome.get("git_reverted_by_commits") or [] + if not reverter_numbers and not git_revert_commits: + continue + event_times = [ + parse_github_time(rows_by_number[reverter].get("created_at")) + for reverter in reverter_numbers + if reverter in rows_by_number + ] + event_times.extend( + parse_github_time(commit.get("committed_at")) + for commit in git_revert_commits + if commit.get("committed_at") + ) + event_times = [value for value in event_times if value] + if not event_times: + continue + files = [ + file_info.get("filename") + for file_info in rows_by_number[number].get("files", []) + if file_info.get("filename") + ] + events.append((min(event_times), files)) + return events + + +def _build_bad_outcome_events( + raw_rows: Sequence[Dict[str, Any]], outcomes: Dict[int, Dict[str, Any]] +) -> List[Tuple[datetime, List[str]]]: + rows_by_number = {int(row["number"]): row for row in raw_rows} + events: List[Tuple[datetime, List[str]]] = [] + for number, outcome in outcomes.items(): + if not outcome.get("medium_outcome_strict"): + continue + event_times: List[datetime] = [] + for source_field in ["reverted_by_prs", "followup_fix_strict_by_prs"]: + for source_number in outcome.get(source_field) or []: + source_row = rows_by_number.get(source_number) + if not source_row: + continue + event_time = parse_github_time(source_row.get("created_at")) + if event_time: + event_times.append(event_time) + for commit in outcome.get("git_reverted_by_commits") or []: + event_time = parse_github_time(commit.get("committed_at")) + if event_time: + event_times.append(event_time) + if not event_times: + continue + target_row = rows_by_number.get(number) + if not target_row: + continue + files = [ + file_info.get("filename") + for file_info in target_row.get("files", []) + if file_info.get("filename") + ] + if files: + events.append((min(event_times), files)) + return events + + +def flatten_feature_row(row: Dict[str, Any]) -> Dict[str, Any]: + flattened: Dict[str, Any] = { + "repo": row.get("repo"), + "number": row.get("number"), + "html_url": row.get("html_url"), + "title": row.get("title"), + "author": row.get("author"), + "created_at": row.get("created_at"), + "merged_at": row.get("merged_at"), + "closed_at": row.get("closed_at"), + } + for prefix in ["prediction_features", "outcomes"]: + for key, value in (row.get(prefix) or {}).items(): + if isinstance(value, (list, dict)): + flattened[key] = json.dumps(value, sort_keys=True) + else: + flattened[key] = value + return flattened + + +def write_feature_csv(path: str, rows: Sequence[Dict[str, Any]]) -> None: + flattened_rows = [flatten_feature_row(row) for row in rows] + fieldnames: List[str] = [] + seen: Set[str] = set() + for row in flattened_rows: + for key in row: + if key not in seen: + seen.add(key) + fieldnames.append(key) + with open(path, "w", encoding="utf-8", newline="") as handle: + writer = csv.DictWriter(handle, fieldnames=fieldnames) + writer.writeheader() + writer.writerows(flattened_rows) + + +def load_raw_dataset(path: str) -> List[Dict[str, Any]]: + return list(read_jsonl(path)) diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/git_history.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/git_history.py new file mode 100644 index 000000000..249473867 --- /dev/null +++ b/.github/actions/pr-risk-agent/src/risk_pr_agent/git_history.py @@ -0,0 +1,303 @@ +"""Local git history helpers for outcome enrichment.""" + +from __future__ import annotations + +import re +import subprocess +from datetime import datetime, timezone +from pathlib import Path +from typing import Any, DefaultDict, Dict, Iterable, Iterator, List, Optional, Set +from collections import defaultdict + + +PR_REF_RE = re.compile(r"(?.+)"(?:\s+\(#(?P\d+)\))?\s*$') +TRAILING_PR_REF_RE = re.compile(r"\s+\(#\d+\)\s*$") + + +def collect_git_reverts_by_pr( + repo_path: str, + ref: str = "origin/master", + since: Optional[datetime] = None, + until: Optional[datetime] = None, +) -> Dict[int, List[Dict[str, Any]]]: + reverts_by_pr: DefaultDict[int, List[Dict[str, Any]]] = defaultdict(list) + for commit in iter_first_parent_commits(repo_path, ref, since=since, until=until): + parsed = parse_strict_revert_commit(commit) + if not parsed: + continue + target_pr = int(parsed.pop("target_pr")) + reverts_by_pr[target_pr].append(parsed) + return {number: commits for number, commits in reverts_by_pr.items()} + + +def survey_git_history( + repo_path: str, + ref: str = "origin/master", + since: Optional[datetime] = None, + until: Optional[datetime] = None, +) -> Dict[str, Any]: + pr_refs = set() + revert_targets = set() + commit_count = 0 + strict_revert_count = 0 + for commit in iter_first_parent_commits(repo_path, ref, since=since, until=until): + commit_count += 1 + subject = commit["subject"] + refs = {int(value) for value in PR_REF_RE.findall(subject)} + pr_refs.update(refs) + parsed = parse_strict_revert_commit(commit) + if parsed: + strict_revert_count += 1 + revert_targets.add(int(parsed["target_pr"])) + return { + "git_repo": str(Path(repo_path)), + "git_ref": ref, + "first_parent_commits": commit_count, + "unique_pr_refs": len(pr_refs), + "strict_revert_commits": strict_revert_count, + "strict_revert_target_prs": len(revert_targets), + } + + +def build_git_pr_rows( + repo_slug: str, + repo_path: str, + ref: str = "origin/master", + since: Optional[datetime] = None, + until: Optional[datetime] = None, + max_prs: Optional[int] = None, + fetched_at: Optional[str] = None, +) -> List[Dict[str, Any]]: + """Build normalized raw PR-like rows from local first-parent git commits.""" + + rows: List[Dict[str, Any]] = [] + seen_numbers: Set[int] = set() + fetched_at = fetched_at or datetime.now(timezone.utc).replace(microsecond=0).isoformat().replace("+00:00", "Z") + for commit in iter_first_parent_commit_stats(repo_path, ref, since=since, until=until): + number = pr_number_from_subject(commit["subject"]) + if number is None or number in seen_numbers: + continue + seen_numbers.add(number) + rows.append(git_commit_to_raw_pr_row(repo_slug, commit, number, fetched_at)) + if max_prs and len(rows) >= max_prs: + break + return rows + + +def git_commit_to_raw_pr_row( + repo_slug: str, commit: Dict[str, Any], number: int, fetched_at: str +) -> Dict[str, Any]: + committed_at = utc_iso(commit["committed_at"]) + files = [git_numstat_to_file(item) for item in commit.get("numstat", [])] + additions = sum(item["additions"] for item in files) + deletions = sum(item["deletions"] for item in files) + author_name = commit.get("author_name") or "" + author_email = commit.get("author_email") or "" + return { + "schema_version": 1, + "repo": repo_slug, + "data_source": "local_git", + "fetched_at": fetched_at, + "number": number, + "id": None, + "node_id": None, + "html_url": f"https://github.com/{repo_slug}/pull/{number}", + "state": "closed", + "locked": False, + "draft": False, + "title": title_from_subject(commit["subject"]), + "body": "", + "created_at": committed_at, + "updated_at": committed_at, + "closed_at": committed_at, + "merged_at": committed_at, + "merge_commit_sha": commit["sha"], + "author": {"login": author_login(author_name, author_email), "type": "User", "site_admin": False}, + "labels": [], + "assignees": [], + "requested_reviewers": [], + "base": {"ref": None, "sha": None}, + "head": {"ref": None, "sha": commit["sha"], "repo": repo_slug}, + "metrics": { + "commits": 1, + "additions": additions, + "deletions": deletions, + "changed_files": len(files), + "comments": 0, + "review_comments": 0, + }, + "files": files, + "reviews": [], + } + + +def iter_first_parent_commit_stats( + repo_path: str, + ref: str, + since: Optional[datetime] = None, + until: Optional[datetime] = None, +) -> Iterator[Dict[str, Any]]: + args = [ + "git", + "-C", + repo_path, + "log", + ref, + "--first-parent", + "--numstat", + "--format=%x1e%H%x00%cI%x00%aN%x00%aE%x00%s", + ] + if since: + args.append(f"--since={since.isoformat()}") + if until: + args.append(f"--until={until.isoformat()}") + completed = subprocess.run(args, check=True, capture_output=True, text=True) + for record in completed.stdout.split("\x1e"): + record = record.strip("\n") + if not record: + continue + lines = record.splitlines() + if not lines: + continue + fields = lines[0].split("\x00") + if len(fields) != 5: + continue + sha, committed_at, author_name, author_email, subject = fields + yield { + "sha": sha, + "committed_at": committed_at, + "author_name": author_name, + "author_email": author_email, + "subject": subject, + "numstat": parse_numstat_lines(lines[1:]), + } + + +def parse_numstat_lines(lines: Iterable[str]) -> List[Dict[str, Any]]: + result: List[Dict[str, Any]] = [] + for line in lines: + if not line.strip(): + continue + fields = line.split("\t") + if len(fields) < 3: + continue + additions, deletions, path = fields[0], fields[1], fields[-1] + result.append( + { + "filename": normalize_numstat_path(path), + "additions": parse_numstat_count(additions), + "deletions": parse_numstat_count(deletions), + } + ) + return result + + +def git_numstat_to_file(item: Dict[str, Any]) -> Dict[str, Any]: + additions = int(item.get("additions") or 0) + deletions = int(item.get("deletions") or 0) + return { + "filename": item.get("filename"), + "status": "modified", + "additions": additions, + "deletions": deletions, + "changes": additions + deletions, + "previous_filename": None, + } + + +def pr_number_from_subject(subject: str) -> Optional[int]: + strict_revert = STRICT_REVERT_SUBJECT_RE.match((subject or "").strip()) + if strict_revert: + if strict_revert.group("reverter_pr"): + return int(strict_revert.group("reverter_pr")) + return None + refs = [int(value) for value in PR_REF_RE.findall(subject or "")] + if not refs: + return None + return refs[-1] + + +def title_from_subject(subject: str) -> str: + subject = (subject or "").strip() + if subject.lower().startswith("merge pull request"): + return subject + return TRAILING_PR_REF_RE.sub("", subject).strip() + + +def parse_numstat_count(value: str) -> int: + if value == "-": + return 0 + return int(value or 0) + + +def normalize_numstat_path(path: str) -> str: + return path.strip() + + +def utc_iso(value: str) -> str: + return ( + datetime.fromisoformat(value.replace("Z", "+00:00")) + .astimezone(timezone.utc) + .replace(microsecond=0) + .isoformat() + .replace("+00:00", "Z") + ) + + +def author_login(name: str, email: str) -> str: + if email: + return email.split("@", 1)[0] + return re.sub(r"\s+", "-", name.strip().lower()) or "unknown" + + +def iter_first_parent_commits( + repo_path: str, + ref: str, + since: Optional[datetime] = None, + until: Optional[datetime] = None, +) -> Iterator[Dict[str, str]]: + args = [ + "git", + "-C", + repo_path, + "log", + ref, + "--first-parent", + "--format=%H%x00%cI%x00%s%x00%b%x1e", + ] + if since: + args.append(f"--since={since.isoformat()}") + if until: + args.append(f"--until={until.isoformat()}") + completed = subprocess.run(args, check=True, capture_output=True, text=True) + for record in completed.stdout.split("\x1e"): + record = record.strip("\n") + if not record: + continue + fields = record.split("\x00", 3) + if len(fields) != 4: + continue + sha, committed_at, subject, body = fields + yield { + "sha": sha, + "committed_at": committed_at, + "subject": subject, + "body": body, + } + + +def parse_strict_revert_commit(commit: Dict[str, str]) -> Optional[Dict[str, Any]]: + subject = (commit.get("subject") or "").strip() + match = STRICT_REVERT_SUBJECT_RE.match(subject) + if not match: + return None + refs = [int(value) for value in PR_REF_RE.findall(match.group("quoted"))] + if not refs: + return None + return { + "target_pr": refs[-1], + "sha": commit.get("sha"), + "committed_at": commit.get("committed_at"), + "subject": subject, + } diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/github.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/github.py new file mode 100644 index 000000000..426f9a001 --- /dev/null +++ b/.github/actions/pr-risk-agent/src/risk_pr_agent/github.py @@ -0,0 +1,293 @@ +"""Small GitHub REST client for PR backfills.""" + +from __future__ import annotations + +import json +import os +import socket +import time +import gzip +import http.client +import urllib.error +import urllib.parse +import urllib.request +from dataclasses import dataclass +from datetime import datetime, timezone +from typing import Any, Dict, Iterable, Iterator, List, Optional + + +GITHUB_API = "https://api.github.com" + + +class GitHubError(RuntimeError): + """Raised when the GitHub API returns an error.""" + + +@dataclass(frozen=True) +class RepoRef: + owner: str + name: str + + @classmethod + def parse(cls, value: str) -> "RepoRef": + parts = value.strip().split("/") + if len(parts) != 2 or not all(parts): + raise ValueError(f"repo must look like owner/name, got {value!r}") + return cls(parts[0], parts[1]) + + @property + def slug(self) -> str: + return f"{self.owner}/{self.name}" + + @property + def path_slug(self) -> str: + return f"{self.owner}__{self.name}" + + +class GitHubClient: + def __init__( + self, + token: Optional[str] = None, + api_url: str = GITHUB_API, + sleep_seconds: float = 0.0, + max_retries: int = 3, + ) -> None: + self.token = token or os.environ.get("GITHUB_TOKEN") or os.environ.get("GH_TOKEN") + self.api_url = api_url.rstrip("/") + self.sleep_seconds = sleep_seconds + self.max_retries = max_retries + + def request_json(self, path: str, params: Optional[Dict[str, Any]] = None) -> Any: + url = self._url(path, params) + request = urllib.request.Request(url, headers=self._headers()) + waited_for_rate_limit = False + for attempt in range(self.max_retries + 1): + try: + with urllib.request.urlopen(request, timeout=60) as response: + raw = response.read() + if self.sleep_seconds: + time.sleep(self.sleep_seconds) + if not raw: + return None + return json.loads(raw.decode("utf-8")) + except urllib.error.HTTPError as exc: + body = exc.read().decode("utf-8", errors="replace") + if ( + self._is_rate_limited(exc, body) + and self.token + and not waited_for_rate_limit + and exc.headers.get("X-RateLimit-Reset", "").isdigit() + ): + reset_at = int(exc.headers["X-RateLimit-Reset"]) + sleep_seconds = max(reset_at - int(time.time()) + 5, 1) + print( + f"GitHub rate limit reached for {url}; sleeping {sleep_seconds}s", + flush=True, + ) + time.sleep(sleep_seconds) + waited_for_rate_limit = True + continue + if exc.code >= 500 and attempt < self.max_retries: + time.sleep(2**attempt) + continue + reset = exc.headers.get("X-RateLimit-Reset") + reset_text = "" + if reset and reset.isdigit(): + reset_at = datetime.fromtimestamp(int(reset), tz=timezone.utc).isoformat() + reset_text = f" Rate limit resets at {reset_at}." + raise GitHubError(f"GitHub API {exc.code} for {url}: {body}{reset_text}") from exc + except ( + urllib.error.URLError, + socket.timeout, + TimeoutError, + http.client.RemoteDisconnected, + ConnectionError, + ) as exc: + if attempt < self.max_retries: + time.sleep(2**attempt) + continue + raise GitHubError(f"GitHub API request failed for {url}: {exc}") from exc + raise GitHubError(f"GitHub API request failed for {url}") + + def paginate(self, path: str, params: Optional[Dict[str, Any]] = None) -> Iterator[Any]: + page = 1 + while True: + page_params = dict(params or {}) + page_params["page"] = page + page_params.setdefault("per_page", 100) + items = self.request_json(path, page_params) + if not items: + break + if not isinstance(items, list): + raise GitHubError(f"Expected list response from {path}, got {type(items).__name__}") + yield from items + if len(items) < int(page_params["per_page"]): + break + page += 1 + + def list_pull_requests(self, repo: RepoRef) -> Iterator[Dict[str, Any]]: + path = f"/repos/{repo.owner}/{repo.name}/pulls" + params = { + "state": "all", + "sort": "created", + "direction": "desc", + "per_page": 100, + } + yield from self.paginate(path, params) + + def get_pull_request(self, repo: RepoRef, number: int) -> Dict[str, Any]: + path = f"/repos/{repo.owner}/{repo.name}/pulls/{number}" + return self.request_json(path) + + def list_pull_files(self, repo: RepoRef, number: int) -> List[Dict[str, Any]]: + path = f"/repos/{repo.owner}/{repo.name}/pulls/{number}/files" + return list(self.paginate(path, {"per_page": 100})) + + def list_pull_reviews(self, repo: RepoRef, number: int) -> List[Dict[str, Any]]: + path = f"/repos/{repo.owner}/{repo.name}/pulls/{number}/reviews" + return list(self.paginate(path, {"per_page": 100})) + + def search_issues_count(self, query: str) -> int: + data = self.request_json("/search/issues", {"q": query, "per_page": 1}) + return int((data or {}).get("total_count") or 0) + + def _headers(self) -> Dict[str, str]: + headers = { + "Accept": "application/vnd.github+json", + "User-Agent": "risk-pr-agent/0.1", + "X-GitHub-Api-Version": "2022-11-28", + } + if self.token: + headers["Authorization"] = f"Bearer {self.token}" + return headers + + def _url(self, path: str, params: Optional[Dict[str, Any]]) -> str: + if path.startswith("http://") or path.startswith("https://"): + url = path + else: + url = f"{self.api_url}/{path.lstrip('/')}" + if params: + query = urllib.parse.urlencode({k: v for k, v in params.items() if v is not None}) + return f"{url}?{query}" + return url + + def _is_rate_limited(self, exc: urllib.error.HTTPError, body: str) -> bool: + if exc.code not in {403, 429}: + return False + remaining = exc.headers.get("X-RateLimit-Remaining") + if remaining == "0": + return True + return "rate limit" in body.lower() + + +def utc_now_iso() -> str: + return datetime.now(timezone.utc).replace(microsecond=0).isoformat().replace("+00:00", "Z") + + +def parse_github_time(value: Optional[str]) -> Optional[datetime]: + if not value: + return None + return datetime.fromisoformat(value.replace("Z", "+00:00")) + + +def normalize_user(user: Optional[Dict[str, Any]]) -> Optional[Dict[str, Any]]: + if not user: + return None + return { + "login": user.get("login"), + "type": user.get("type"), + "site_admin": bool(user.get("site_admin")), + } + + +def normalize_label(label: Dict[str, Any]) -> Dict[str, Any]: + return { + "name": label.get("name"), + "color": label.get("color"), + "description": label.get("description"), + } + + +def normalize_pr(repo: RepoRef, pr: Dict[str, Any], fetched_at: str) -> Dict[str, Any]: + return { + "schema_version": 1, + "repo": repo.slug, + "fetched_at": fetched_at, + "number": pr.get("number"), + "id": pr.get("id"), + "node_id": pr.get("node_id"), + "html_url": pr.get("html_url"), + "state": pr.get("state"), + "locked": bool(pr.get("locked")), + "draft": bool(pr.get("draft")), + "title": pr.get("title") or "", + "body": pr.get("body") or "", + "created_at": pr.get("created_at"), + "updated_at": pr.get("updated_at"), + "closed_at": pr.get("closed_at"), + "merged_at": pr.get("merged_at"), + "merge_commit_sha": pr.get("merge_commit_sha"), + "author": normalize_user(pr.get("user")), + "labels": [normalize_label(label) for label in pr.get("labels", [])], + "assignees": [normalize_user(user) for user in pr.get("assignees", [])], + "requested_reviewers": [ + normalize_user(user) for user in pr.get("requested_reviewers", []) + ], + "base": { + "ref": (pr.get("base") or {}).get("ref"), + "sha": (pr.get("base") or {}).get("sha"), + }, + "head": { + "ref": (pr.get("head") or {}).get("ref"), + "sha": (pr.get("head") or {}).get("sha"), + "repo": ((pr.get("head") or {}).get("repo") or {}).get("full_name"), + }, + "metrics": { + "commits": pr.get("commits") or 0, + "additions": pr.get("additions") or 0, + "deletions": pr.get("deletions") or 0, + "changed_files": pr.get("changed_files") or 0, + "comments": pr.get("comments") or 0, + "review_comments": pr.get("review_comments") or 0, + }, + } + + +def normalize_file(file_info: Dict[str, Any]) -> Dict[str, Any]: + return { + "filename": file_info.get("filename"), + "status": file_info.get("status"), + "additions": file_info.get("additions") or 0, + "deletions": file_info.get("deletions") or 0, + "changes": file_info.get("changes") or 0, + "previous_filename": file_info.get("previous_filename"), + "patch": file_info.get("patch"), + } + + +def normalize_review(review: Dict[str, Any]) -> Dict[str, Any]: + return { + "id": review.get("id"), + "state": review.get("state"), + "submitted_at": review.get("submitted_at"), + "user": normalize_user(review.get("user")), + } + + +def write_jsonl(path: str, rows: Iterable[Dict[str, Any]]) -> int: + count = 0 + open_func = gzip.open if path.endswith(".gz") else open + with open_func(path, "wt", encoding="utf-8") as handle: + for row in rows: + handle.write(json.dumps(row, sort_keys=True, separators=(",", ":")) + "\n") + count += 1 + return count + + +def read_jsonl(path: str) -> Iterator[Dict[str, Any]]: + open_func = gzip.open if path.endswith(".gz") else open + with open_func(path, "rt", encoding="utf-8") as handle: + for line in handle: + line = line.strip() + if line: + yield json.loads(line) diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py new file mode 100644 index 000000000..739531034 --- /dev/null +++ b/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py @@ -0,0 +1,795 @@ +"""Stdlib-only logistic regression baseline for PR risk datasets.""" + +from __future__ import annotations + +import math +from dataclasses import dataclass +from datetime import timedelta +from typing import Any, Dict, List, Optional, Sequence, Tuple + +from .github import parse_github_time +from .scoring import ( + evaluate_prediction_scores, + markdown_report, + percentile_values_for_rows, + score_feature_rows, +) + + +@dataclass(frozen=True) +class FeatureSpec: + name: str + transform: str = "log1p" + category_value: Optional[str] = None + + @property + def output_name(self) -> str: + if self.category_value is not None: + return f"{self.name}_{self.category_value}" + return self.name + + +PROCESS_FEATURES = {"commits", "comments", "review_comments"} +DEFAULT_FEATURE_SET = "static_no_process" +FEATURE_SET_ALIASES = { + "at_open": "static_no_process", + "in_review": "in_review_final", +} + + +BASE_LOGISTIC_FEATURES: Tuple[FeatureSpec, ...] = ( + FeatureSpec("changed_lines"), + FeatureSpec("added_lines"), + FeatureSpec("deleted_lines"), + FeatureSpec("file_count"), + FeatureSpec("directory_count"), + FeatureSpec("top_level_directory_count"), + FeatureSpec("extension_count"), + FeatureSpec("language_count"), + FeatureSpec("entropy_of_change", transform="identity"), + FeatureSpec("commits"), + FeatureSpec("comments"), + FeatureSpec("review_comments"), + FeatureSpec("new_file_count"), + FeatureSpec("removed_file_count"), + FeatureSpec("renamed_file_count"), + FeatureSpec("modified_file_count"), + FeatureSpec("new_file_ratio", transform="identity"), + FeatureSpec("code_file_count"), + FeatureSpec("test_file_count"), + FeatureSpec("docs_file_count"), + FeatureSpec("generated_file_count"), + FeatureSpec("config_file_count"), + FeatureSpec("migration_file_count"), + FeatureSpec("ci_deploy_file_count"), + FeatureSpec("lockfile_count"), + FeatureSpec("auth_permission_file_count"), + FeatureSpec("public_api_file_count"), + FeatureSpec("sensitive_file_count"), + FeatureSpec("sensitive_area_count"), + FeatureSpec("max_file_prior_prs"), + FeatureSpec("sum_file_prior_prs"), + FeatureSpec("max_dir_prior_prs"), + FeatureSpec("sum_dir_prior_prs"), + FeatureSpec("max_top_level_dir_prior_prs"), + FeatureSpec("sum_top_level_dir_prior_prs"), + FeatureSpec("max_file_prior_reverts"), + FeatureSpec("max_dir_prior_reverts"), + FeatureSpec("sum_file_prior_reverts"), + FeatureSpec("sum_dir_prior_reverts"), + FeatureSpec("max_file_prior_authors"), + FeatureSpec("sum_file_prior_authors"), + FeatureSpec("max_dir_prior_authors"), + FeatureSpec("sum_dir_prior_authors"), + FeatureSpec("max_top_level_dir_prior_authors"), + FeatureSpec("sum_top_level_dir_prior_authors"), + FeatureSpec("min_file_days_since_last_change"), + FeatureSpec("avg_file_days_since_last_change"), + FeatureSpec("max_file_days_since_last_change"), + FeatureSpec("max_file_prior_prs_90d"), + FeatureSpec("sum_file_prior_prs_90d"), + FeatureSpec("max_dir_prior_prs_90d"), + FeatureSpec("sum_dir_prior_prs_90d"), + FeatureSpec("author_repo_prior_prs"), + FeatureSpec("author_repo_recent_prs_90d"), + FeatureSpec("author_max_file_prior_prs"), + FeatureSpec("author_sum_file_prior_prs"), + FeatureSpec("author_max_dir_prior_prs"), + FeatureSpec("author_sum_dir_prior_prs"), + FeatureSpec("author_max_top_level_dir_prior_prs"), + FeatureSpec("author_sum_top_level_dir_prior_prs"), + FeatureSpec("author_created_file_count"), + FeatureSpec("author_created_file_ratio", transform="identity"), + FeatureSpec("only_new_files", transform="bool"), + FeatureSpec("db_or_storage_changed", transform="bool"), + FeatureSpec("ingest_or_pipeline_changed", transform="bool"), + FeatureSpec("billing_or_quota_changed", transform="bool"), + FeatureSpec("security_or_privacy_changed", transform="bool"), + FeatureSpec("ownership_or_org_changed", transform="bool"), + FeatureSpec("sensitive_area_changed", transform="bool"), + FeatureSpec("title_fix_like", transform="bool"), + FeatureSpec("title_revert_like", transform="bool"), + FeatureSpec("title_refactor_like", transform="bool"), + FeatureSpec("body_has_test_plan", transform="bool"), + FeatureSpec("body_says_no_tests", transform="bool"), + FeatureSpec("hotfix_like_text", transform="bool"), + FeatureSpec("references_other_pr", transform="bool"), + FeatureSpec("docs_only", transform="bool"), + FeatureSpec("tests_only", transform="bool"), + FeatureSpec("generated_only", transform="bool"), + FeatureSpec("tests_changed", transform="bool"), + FeatureSpec("code_changed_without_test_signal", transform="bool"), + FeatureSpec("config_or_env_changed", transform="bool"), + FeatureSpec("migration_changed", transform="bool"), + FeatureSpec("ci_or_deploy_changed", transform="bool"), + FeatureSpec("lockfile_changed", transform="bool"), + FeatureSpec("auth_or_permission_changed", transform="bool"), + FeatureSpec("public_api_changed", transform="bool"), + FeatureSpec("source_type", transform="category", category_value="bot"), + FeatureSpec("source_type", transform="category", category_value="dependency_bot"), +) + + +LOGISTIC_FEATURES: Tuple[FeatureSpec, ...] = BASE_LOGISTIC_FEATURES + + +SELECTED_STATIC_V1_FEATURES: Tuple[FeatureSpec, ...] = ( + FeatureSpec("changed_lines"), + FeatureSpec("changed_lines_percentile_repo", transform="identity"), + FeatureSpec("added_lines"), + FeatureSpec("deleted_lines"), + FeatureSpec("deleted_line_ratio", transform="identity"), + FeatureSpec("file_count"), + FeatureSpec("file_count_percentile_repo", transform="identity"), + FeatureSpec("directory_count"), + FeatureSpec("directory_count_percentile_repo", transform="identity"), + FeatureSpec("top_level_directory_count"), + FeatureSpec("entropy_of_change", transform="identity"), + FeatureSpec("new_file_ratio", transform="identity"), + FeatureSpec("only_new_files", transform="bool"), + FeatureSpec("removed_file_count"), + FeatureSpec("renamed_file_count"), + FeatureSpec("max_file_churn_ratio", transform="identity"), + FeatureSpec("max_file_churn_ratio_percentile_repo", transform="identity"), + FeatureSpec("avg_file_churn_ratio", transform="identity"), + FeatureSpec("sum_churn_over_base_sloc", transform="identity"), + FeatureSpec("sum_churn_over_base_sloc_percentile_repo", transform="identity"), + FeatureSpec("known_prior_file_size_count"), + FeatureSpec("large_relative_churn", transform="bool"), + FeatureSpec("max_file_prior_prs"), + FeatureSpec("sum_file_prior_prs"), + FeatureSpec("max_dir_prior_prs"), + FeatureSpec("sum_dir_prior_prs"), + FeatureSpec("max_file_prior_authors"), + FeatureSpec("max_dir_prior_authors"), + FeatureSpec("author_repo_prior_prs"), + FeatureSpec("author_repo_recent_prs_90d"), + FeatureSpec("author_touched_file_ratio", transform="identity"), + FeatureSpec("author_touched_dir_ratio", transform="identity"), + FeatureSpec("author_file_experience_share", transform="identity"), + FeatureSpec("author_dir_experience_share", transform="identity"), + FeatureSpec("author_created_file_ratio", transform="identity"), + FeatureSpec("max_file_prior_reverts"), + FeatureSpec("sum_file_prior_reverts"), + FeatureSpec("max_dir_prior_reverts"), + FeatureSpec("sum_dir_prior_reverts"), + FeatureSpec("max_file_prior_bad_outcomes"), + FeatureSpec("max_file_prior_bad_outcomes_percentile_repo", transform="identity"), + FeatureSpec("sum_file_prior_bad_outcomes"), + FeatureSpec("max_dir_prior_bad_outcomes"), + FeatureSpec("max_dir_prior_bad_outcomes_percentile_repo", transform="identity"), + FeatureSpec("sum_dir_prior_bad_outcomes"), + FeatureSpec("max_file_prior_bad_outcomes_90d"), + FeatureSpec("max_dir_prior_bad_outcomes_90d"), + FeatureSpec("max_file_prior_bad_outcomes_365d"), + FeatureSpec("max_dir_prior_bad_outcomes_365d"), + FeatureSpec("docs_only", transform="bool"), + FeatureSpec("tests_only", transform="bool"), + FeatureSpec("generated_only", transform="bool"), + FeatureSpec("tests_changed", transform="bool"), + FeatureSpec("code_changed_without_test_signal", transform="bool"), + FeatureSpec("migration_changed", transform="bool"), + FeatureSpec("ci_or_deploy_changed", transform="bool"), + FeatureSpec("lockfile_changed", transform="bool"), + FeatureSpec("auth_or_permission_changed", transform="bool"), + FeatureSpec("public_api_changed", transform="bool"), + FeatureSpec("db_or_storage_changed", transform="bool"), + FeatureSpec("ingest_or_pipeline_changed", transform="bool"), + FeatureSpec("security_or_privacy_changed", transform="bool"), + FeatureSpec("ownership_or_org_changed", transform="bool"), + FeatureSpec("sensitive_area_changed", transform="bool"), + FeatureSpec("comment_only", transform="bool"), + FeatureSpec("whitespace_only", transform="bool"), + FeatureSpec("touches_error_handling", transform="bool"), + FeatureSpec("touches_async_or_concurrency", transform="bool"), + FeatureSpec("touches_serialization", transform="bool"), + FeatureSpec("touches_data_deletion", transform="bool"), + FeatureSpec("title_fix_like", transform="bool"), + FeatureSpec("title_revert_like", transform="bool"), + FeatureSpec("title_refactor_like", transform="bool"), + FeatureSpec("body_has_test_plan", transform="bool"), + FeatureSpec("body_says_no_tests", transform="bool"), + FeatureSpec("references_other_pr", transform="bool"), + FeatureSpec("source_type", transform="category", category_value="bot"), + FeatureSpec("source_type", transform="category", category_value="dependency_bot"), + FeatureSpec("source_type", transform="category", category_value="codemod"), + FeatureSpec("source_type", transform="category", category_value="ai_generated"), +) + + +def canonical_feature_set(feature_set: str) -> str: + return FEATURE_SET_ALIASES.get(feature_set, feature_set) + + +def feature_specs_for(feature_set: str) -> Tuple[FeatureSpec, ...]: + feature_set = canonical_feature_set(feature_set) + if feature_set == "legacy": + legacy_names = { + "changed_lines", + "added_lines", + "deleted_lines", + "file_count", + "directory_count", + "top_level_directory_count", + "extension_count", + "language_count", + "entropy_of_change", + "commits", + "comments", + "review_comments", + "code_file_count", + "test_file_count", + "docs_file_count", + "generated_file_count", + "config_file_count", + "migration_file_count", + "ci_deploy_file_count", + "lockfile_count", + "auth_permission_file_count", + "public_api_file_count", + "max_file_prior_prs", + "max_dir_prior_prs", + "max_file_prior_reverts", + "max_dir_prior_reverts", + "sum_file_prior_reverts", + "sum_dir_prior_reverts", + "docs_only", + "tests_only", + "generated_only", + "tests_changed", + "code_changed_without_test_signal", + "config_or_env_changed", + "migration_changed", + "ci_or_deploy_changed", + "lockfile_changed", + "auth_or_permission_changed", + "public_api_changed", + "source_type", + } + return tuple(spec for spec in BASE_LOGISTIC_FEATURES if spec.name in legacy_names) + if feature_set == "static_no_process": + return tuple(spec for spec in BASE_LOGISTIC_FEATURES if spec.name not in PROCESS_FEATURES) + if feature_set == "selected_static_v1": + return SELECTED_STATIC_V1_FEATURES + if feature_set == "in_review_final": + return BASE_LOGISTIC_FEATURES + raise ValueError(f"unknown feature_set: {feature_set}") + + +def train_logistic_baseline( + feature_rows: Sequence[Dict[str, Any]], + outcome_name: str, + train_fraction: float = 0.8, + epochs: int = 800, + learning_rate: float = 0.05, + l2: float = 0.01, + class_balance: bool = True, + include_unmerged: bool = False, + feature_set: str = DEFAULT_FEATURE_SET, + validation_fraction: float = 0.1, + percentile_mode: str = "as_of", + maturity_days: int = 0, +) -> Dict[str, Any]: + """Train and evaluate an interpretable logistic baseline.""" + + if not 0 < train_fraction < 1: + raise ValueError("train_fraction must be between 0 and 1") + if not 0 <= validation_fraction < 1: + raise ValueError("validation_fraction must be between 0 and 1") + if train_fraction + validation_fraction >= 1: + raise ValueError("train_fraction + validation_fraction must be less than 1") + if maturity_days < 0: + raise ValueError("maturity_days must be non-negative") + + canonical_set = canonical_feature_set(feature_set) + scored_rows = score_feature_rows(feature_rows, percentile_mode=percentile_mode) + evaluated_rows = [ + row for row in scored_rows if include_unmerged or row.get("outcomes", {}).get("is_merged") + ] + evaluated_rows.sort(key=lambda row: row.get("created_at") or "") + evaluated_rows_before_maturity = len(evaluated_rows) + maturity_cutoff = None + if maturity_days: + created_values = [ + parse_github_time(row.get("created_at")) + for row in evaluated_rows + if row.get("created_at") + ] + created_values = [value for value in created_values if value] + if not created_values: + raise ValueError("maturity_days requires rows with created_at timestamps") + maturity_cutoff_dt = max(created_values) - timedelta(days=maturity_days) + maturity_cutoff = maturity_cutoff_dt.isoformat().replace("+00:00", "Z") + evaluated_rows = [ + row + for row in evaluated_rows + if (parse_github_time(row.get("created_at")) or maturity_cutoff_dt) <= maturity_cutoff_dt + ] + if len(evaluated_rows) < 2: + raise ValueError("at least two evaluated rows are required") + + train_rows, validation_rows, test_rows = split_chronological_rows( + evaluated_rows, train_fraction, validation_fraction + ) + train_labels = labels_for_rows(train_rows, outcome_name) + validation_labels = labels_for_rows(validation_rows, outcome_name) + test_labels = labels_for_rows(test_rows, outcome_name) + if sum(train_labels) == 0: + raise ValueError(f"training split has zero positive {outcome_name} labels") + + feature_specs = feature_specs_for(canonical_set) + train_matrix_raw = raw_feature_matrix(train_rows, feature_specs) + normalizer = fit_normalizer(train_matrix_raw) + train_matrix = apply_normalizer(train_matrix_raw, normalizer) + fit = fit_logistic_regression( + train_matrix, + train_labels, + epochs=epochs, + learning_rate=learning_rate, + l2=l2, + class_balance=class_balance, + ) + + modeled_rows = apply_logistic_model( + scored_rows, + fit, + normalizer, + feature_specs, + percentile_mode=percentile_mode, + ) + train_keys = row_keys(train_rows) + validation_keys = row_keys(validation_rows) + test_keys = row_keys(test_rows) + modeled_train_rows = [row for row in modeled_rows if row_key(row) in train_keys] + modeled_validation_rows = [row for row in modeled_rows if row_key(row) in validation_keys] + modeled_test_rows = [row for row in modeled_rows if row_key(row) in test_keys] + evaluated_keys = train_keys | validation_keys | test_keys + modeled_evaluated_rows = [row for row in modeled_rows if row_key(row) in evaluated_keys] + + score_paths = [ + ("logistic_probability", ("prediction", "logistic_probability")), + ("rule_percentile", ("prediction", "risk_percentile_repo")), + ("churn_percentile", ("prediction", "churn_percentile_repo")), + ] + model = { + "schema_version": 1, + "model_type": "logistic_regression", + "outcome_name": outcome_name, + "feature_set": canonical_set, + "requested_feature_set": feature_set, + "train_fraction": train_fraction, + "validation_fraction": validation_fraction, + "test_fraction": round(1 - train_fraction - validation_fraction, 8), + "split": "chronological_train_validation_test", + "percentile_mode": percentile_mode, + "include_unmerged": include_unmerged, + "maturity_days": maturity_days, + "maturity_cutoff_created_at": maturity_cutoff, + "evaluated_rows_before_maturity": evaluated_rows_before_maturity, + "maturity_excluded_rows": evaluated_rows_before_maturity - len(evaluated_rows), + "epochs": epochs, + "learning_rate": learning_rate, + "l2": l2, + "class_balance": class_balance, + "intercept": round(fit["intercept"], 8), + "loss": fit["loss"], + "features": serialize_weights(fit["weights"], normalizer, feature_specs), + "train": { + "rows": len(train_rows), + "positive_outcomes": sum(train_labels), + "created_at_min": train_rows[0].get("created_at"), + "created_at_max": train_rows[-1].get("created_at"), + }, + "validation": { + "rows": len(validation_rows), + "positive_outcomes": sum(validation_labels), + "created_at_min": validation_rows[0].get("created_at") if validation_rows else None, + "created_at_max": validation_rows[-1].get("created_at") if validation_rows else None, + }, + "test": { + "rows": len(test_rows), + "positive_outcomes": sum(test_labels), + "created_at_min": test_rows[0].get("created_at"), + "created_at_max": test_rows[-1].get("created_at"), + }, + } + return { + "model": model, + "modeled_rows": modeled_rows, + "train_evaluation": evaluate_prediction_scores( + modeled_train_rows, + outcome_name=outcome_name, + score_paths=score_paths, + merged_only=False, + ), + "validation_evaluation": evaluate_prediction_scores( + modeled_validation_rows, + outcome_name=outcome_name, + score_paths=score_paths, + merged_only=False, + ), + "test_evaluation": evaluate_prediction_scores( + modeled_test_rows, + outcome_name=outcome_name, + score_paths=score_paths, + merged_only=False, + ), + "all_evaluation": evaluate_prediction_scores( + modeled_evaluated_rows, + outcome_name=outcome_name, + score_paths=score_paths, + merged_only=False, + ), + } + + +def split_chronological_rows( + rows: Sequence[Dict[str, Any]], train_fraction: float, validation_fraction: float +) -> Tuple[List[Dict[str, Any]], List[Dict[str, Any]], List[Dict[str, Any]]]: + row_count = len(rows) + train_count = int(round(row_count * train_fraction)) + train_count = max(1, min(train_count, row_count - 1)) + remaining_count = row_count - train_count + validation_count = int(round(row_count * validation_fraction)) + if remaining_count <= 1: + validation_count = 0 + else: + validation_count = max(0, min(validation_count, remaining_count - 1)) + test_start = train_count + validation_count + return ( + list(rows[:train_count]), + list(rows[train_count:test_start]), + list(rows[test_start:]), + ) + + +def labels_for_rows(rows: Sequence[Dict[str, Any]], outcome_name: str) -> List[int]: + return [1 if row.get("outcomes", {}).get(outcome_name) else 0 for row in rows] + + +def raw_feature_matrix( + rows: Sequence[Dict[str, Any]], specs: Sequence[FeatureSpec] +) -> List[List[float]]: + return [[feature_value(row, spec) for spec in specs] for row in rows] + + +def feature_value(row: Dict[str, Any], spec: FeatureSpec) -> float: + features = row.get("prediction_features") or {} + if spec.transform == "category": + return 1.0 if features.get(spec.name) == spec.category_value else 0.0 + if spec.transform == "bool": + return 1.0 if features.get(spec.name) else 0.0 + value = safe_float(features.get(spec.name)) + if spec.transform == "log1p": + return math.log1p(max(value, 0.0)) + return value + + +def safe_float(value: Any) -> float: + if value is None or value == "": + return 0.0 + try: + return float(value) + except (TypeError, ValueError): + return 0.0 + + +def fit_normalizer(matrix: Sequence[Sequence[float]]) -> Dict[str, List[float]]: + if not matrix: + return {"means": [], "scales": []} + column_count = len(matrix[0]) + means: List[float] = [] + scales: List[float] = [] + for index in range(column_count): + values = [row[index] for row in matrix] + mean = sum(values) / len(values) + variance = sum((value - mean) ** 2 for value in values) / len(values) + scale = math.sqrt(variance) + means.append(mean) + scales.append(scale if scale > 1e-12 else 1.0) + return {"means": means, "scales": scales} + + +def apply_normalizer( + matrix: Sequence[Sequence[float]], normalizer: Dict[str, List[float]] +) -> List[List[float]]: + means = normalizer["means"] + scales = normalizer["scales"] + return [[(value - means[index]) / scales[index] for index, value in enumerate(row)] for row in matrix] + + +def fit_logistic_regression( + matrix: Sequence[Sequence[float]], + labels: Sequence[int], + epochs: int, + learning_rate: float, + l2: float, + class_balance: bool, +) -> Dict[str, Any]: + if not matrix: + raise ValueError("training matrix is empty") + positive_count = sum(labels) + negative_count = len(labels) - positive_count + if positive_count == 0 or negative_count == 0: + raise ValueError("training split must contain both positive and negative labels") + + feature_count = len(matrix[0]) + weights = [0.0] * feature_count + positive_rate = positive_count / len(labels) + intercept = logit(positive_rate) + sample_weights = class_weights(labels) if class_balance else [1.0] * len(labels) + total_weight = sum(sample_weights) + loss = 0.0 + + for _ in range(epochs): + grad_weights = [0.0] * feature_count + grad_intercept = 0.0 + loss = 0.0 + for values, label, sample_weight in zip(matrix, labels, sample_weights): + probability = sigmoid(intercept + dot(weights, values)) + error = (probability - label) * sample_weight + grad_intercept += error + for index, value in enumerate(values): + grad_weights[index] += error * value + loss += sample_weight * log_loss(label, probability) + + intercept -= learning_rate * (grad_intercept / total_weight) + for index in range(feature_count): + gradient = grad_weights[index] / total_weight + l2 * weights[index] + weights[index] -= learning_rate * gradient + + loss = loss / total_weight + 0.5 * l2 * sum(weight * weight for weight in weights) + return { + "weights": weights, + "intercept": intercept, + "loss": round(loss, 8), + } + + +def class_weights(labels: Sequence[int]) -> List[float]: + positive_count = sum(labels) + negative_count = len(labels) - positive_count + positive_weight = len(labels) / (2 * positive_count) + negative_weight = len(labels) / (2 * negative_count) + return [positive_weight if label else negative_weight for label in labels] + + +def sigmoid(value: float) -> float: + if value >= 0: + z = math.exp(-value) + return 1 / (1 + z) + z = math.exp(value) + return z / (1 + z) + + +def logit(value: float) -> float: + value = min(max(value, 1e-6), 1 - 1e-6) + return math.log(value / (1 - value)) + + +def log_loss(label: int, probability: float) -> float: + probability = min(max(probability, 1e-12), 1 - 1e-12) + return -(label * math.log(probability) + (1 - label) * math.log(1 - probability)) + + +def dot(weights: Sequence[float], values: Sequence[float]) -> float: + return sum(weight * value for weight, value in zip(weights, values)) + + +def apply_logistic_model( + rows: Sequence[Dict[str, Any]], + fit: Dict[str, Any], + normalizer: Dict[str, List[float]], + specs: Sequence[FeatureSpec], + percentile_mode: str = "as_of", +) -> List[Dict[str, Any]]: + raw_matrix = raw_feature_matrix(rows, specs) + matrix = apply_normalizer(raw_matrix, normalizer) + probabilities = [ + sigmoid(fit["intercept"] + dot(fit["weights"], values)) + for values in matrix + ] + percentiles_by_repo = percentile_values_for_rows(rows, probabilities, percentile_mode) + modeled_rows: List[Dict[str, Any]] = [] + for row, probability, percentile in zip(rows, probabilities, percentiles_by_repo): + modeled = dict(row) + modeled["prediction"] = dict(row.get("prediction") or {}) + modeled["prediction"]["logistic_probability"] = round(probability, 6) + modeled["prediction"]["logistic_percentile_repo"] = round(percentile, 3) + modeled["prediction"]["logistic_percentile_mode"] = percentile_mode + modeled["prediction"]["logistic_risk_label"] = risk_label_for_percentile(percentile) + modeled_rows.append(modeled) + return modeled_rows + + +def risk_label_for_percentile(percentile: float) -> str: + if percentile >= 90: + return "high" + if percentile >= 70: + return "medium" + return "low" + + +def apply_serialized_logistic_model( + rows: Sequence[Dict[str, Any]], model: Dict[str, Any] +) -> List[Dict[str, Any]]: + """Apply a saved logistic model artifact to feature rows.""" + + percentile_mode = model.get("percentile_mode", "as_of") + scored_rows = score_feature_rows(rows, percentile_mode=percentile_mode) + probabilities: List[float] = [] + for row in scored_rows: + score = float(model["intercept"]) + for feature in model["features"]: + raw_value = serialized_feature_value(row, feature) + scale = float(feature.get("scale") or 1.0) + normalized = (raw_value - float(feature.get("mean") or 0.0)) / scale + score += float(feature["weight"]) * normalized + probabilities.append(sigmoid(score)) + + percentiles = percentile_values_for_rows(scored_rows, probabilities, percentile_mode) + modeled_rows: List[Dict[str, Any]] = [] + for row, probability, percentile in zip(scored_rows, probabilities, percentiles): + modeled = dict(row) + modeled["prediction"] = dict(row.get("prediction") or {}) + modeled["prediction"]["logistic_probability"] = round(probability, 6) + modeled["prediction"]["logistic_percentile_repo"] = round(percentile, 3) + modeled["prediction"]["logistic_percentile_mode"] = percentile_mode + modeled["prediction"]["logistic_risk_label"] = risk_label_for_percentile(percentile) + modeled["prediction"]["logistic_outcome_name"] = model.get("outcome_name") + modeled["prediction"]["logistic_feature_set"] = model.get("feature_set") + modeled_rows.append(modeled) + return modeled_rows + + +def serialized_feature_value(row: Dict[str, Any], feature: Dict[str, Any]) -> float: + features = row.get("prediction_features") or {} + transform = feature.get("transform") + source_feature = feature.get("source_feature") or infer_source_feature(feature) + if transform == "category": + category_value = feature.get("category_value") + if category_value is None and source_feature and feature.get("feature", "").startswith( + f"{source_feature}_" + ): + category_value = feature["feature"][len(source_feature) + 1 :] + return 1.0 if features.get(source_feature) == category_value else 0.0 + if transform == "bool": + return 1.0 if features.get(source_feature) else 0.0 + value = safe_float(features.get(source_feature)) + if transform == "log1p": + return math.log1p(max(value, 0.0)) + return value + + +def infer_source_feature(feature: Dict[str, Any]) -> str: + name = feature.get("feature") or "" + if feature.get("transform") == "category" and name.startswith("source_type_"): + return "source_type" + return name + + +def percentile_by_repo(rows: Sequence[Dict[str, Any]], values: Sequence[float]) -> List[float]: + by_repo: Dict[str, List[float]] = {} + for row, value in zip(rows, values): + by_repo.setdefault(row.get("repo") or "", []).append(value) + sorted_by_repo = {repo: sorted(repo_values) for repo, repo_values in by_repo.items()} + return [ + percentile_rank(value, sorted_by_repo[row.get("repo") or ""]) + for row, value in zip(rows, values) + ] + + +def percentile_rank(value: float, sorted_values: Sequence[float]) -> float: + below_or_equal = 0 + for item in sorted_values: + if item <= value: + below_or_equal += 1 + else: + break + return 100 * below_or_equal / len(sorted_values) if sorted_values else 0.0 + + +def serialize_weights( + weights: Sequence[float], + normalizer: Dict[str, List[float]], + specs: Sequence[FeatureSpec], +) -> List[Dict[str, Any]]: + return [ + { + "feature": spec.output_name, + "source_feature": spec.name, + "category_value": spec.category_value, + "weight": round(weight, 8), + "transform": spec.transform, + "mean": round(normalizer["means"][index], 8), + "scale": round(normalizer["scales"][index], 8), + } + for index, (spec, weight) in enumerate(zip(specs, weights)) + ] + + +def row_key(row: Dict[str, Any]) -> Tuple[str, int]: + return (row.get("repo") or "", int(row.get("number") or 0)) + + +def row_keys(rows: Sequence[Dict[str, Any]]) -> set[Tuple[str, int]]: + return {row_key(row) for row in rows} + + +def logistic_markdown_report(result: Dict[str, Any]) -> str: + model = result["model"] + lines = [ + "# Logistic Regression Baseline", + "", + f"- Outcome: `{model['outcome_name']}`", + f"- Feature set: `{model.get('feature_set', 'legacy')}`", + ( + f"- Split: {model['split']} " + f"{model['train_fraction']:.0%} train / " + f"{model.get('validation_fraction', 0):.0%} validation / " + f"{model.get('test_fraction', 1 - model['train_fraction']):.0%} test" + ), + f"- Percentile mode: `{model.get('percentile_mode', 'global')}`", + f"- Class balance: {model['class_balance']}", + ( + f"- Maturity window: {model.get('maturity_days', 0)} days " + f"({model.get('maturity_excluded_rows', 0)} newest rows excluded)" + ), + f"- Train rows: {model['train']['rows']} ({model['train']['positive_outcomes']} positives)", + f"- Validation rows: {model.get('validation', {}).get('rows', 0)} ({model.get('validation', {}).get('positive_outcomes', 0)} positives)", + f"- Test rows: {model['test']['rows']} ({model['test']['positive_outcomes']} positives)", + f"- L2: {model['l2']}", + f"- Epochs: {model['epochs']}", + "", + "## Validation Evaluation", + "", + markdown_report(result["validation_evaluation"]), + "", + "## Test Evaluation", + "", + markdown_report(result["test_evaluation"]), + "", + "## All Evaluated Rows", + "", + markdown_report(result["all_evaluation"]), + "", + "## Largest Positive Weights", + "", + "| Feature | Weight | Transform |", + "| --- | ---: | --- |", + ] + for feature in sorted(model["features"], key=lambda item: item["weight"], reverse=True)[:15]: + lines.append(f"| `{feature['feature']}` | {feature['weight']:.4f} | {feature['transform']} |") + lines.extend( + [ + "", + "## Largest Negative Weights", + "", + "| Feature | Weight | Transform |", + "| --- | ---: | --- |", + ] + ) + for feature in sorted(model["features"], key=lambda item: item["weight"])[:15]: + lines.append(f"| `{feature['feature']}` | {feature['weight']:.4f} | {feature['transform']} |") + lines.append("") + return "\n".join(lines) diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py new file mode 100644 index 000000000..1e22a5a34 --- /dev/null +++ b/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py @@ -0,0 +1,402 @@ +"""Simple baseline scoring and evaluation for PR risk datasets.""" + +from __future__ import annotations + +import json +from bisect import bisect_right, insort +from typing import Any, Dict, Iterable, List, Sequence, Tuple + + +TOP_KS = (5, 10, 30) + + +def score_feature_rows( + rows: Sequence[Dict[str, Any]], percentile_mode: str = "as_of" +) -> List[Dict[str, Any]]: + enriched = [dict(row) for row in rows] + add_percentiles(enriched, "changed_lines", percentile_mode=percentile_mode) + add_percentiles(enriched, "file_count", percentile_mode=percentile_mode) + add_percentiles(enriched, "directory_count", percentile_mode=percentile_mode) + add_percentiles(enriched, "entropy_of_change", percentile_mode=percentile_mode) + add_percentiles(enriched, "max_file_churn_ratio", percentile_mode=percentile_mode) + add_percentiles(enriched, "sum_churn_over_base_sloc", percentile_mode=percentile_mode) + add_percentiles(enriched, "max_file_prior_reverts", percentile_mode=percentile_mode) + add_percentiles(enriched, "max_dir_prior_reverts", percentile_mode=percentile_mode) + add_percentiles(enriched, "max_file_prior_bad_outcomes", percentile_mode=percentile_mode) + add_percentiles(enriched, "max_dir_prior_bad_outcomes", percentile_mode=percentile_mode) + + raw_scores: List[float] = [] + churn_scores: List[float] = [] + for row in enriched: + features = row["prediction_features"] + churn_score = ( + 0.55 * features["changed_lines_percentile_repo"] + + 0.30 * features["file_count_percentile_repo"] + + 0.15 * features["directory_count_percentile_repo"] + ) + score = churn_score + score += 0.18 * features.get("max_file_churn_ratio_percentile_repo", 0) + score += 0.12 * features.get("sum_churn_over_base_sloc_percentile_repo", 0) + score += 12 if features.get("migration_changed") else 0 + score += 10 if features.get("ci_or_deploy_changed") else 0 + score += 10 if features.get("lockfile_changed") else 0 + score += 12 if features.get("auth_or_permission_changed") else 0 + score += 8 if features.get("public_api_changed") else 0 + score += 10 if features.get("code_changed_without_test_signal") else 0 + score += 8 if features.get("touches_error_handling") else 0 + score += 8 if features.get("touches_async_or_concurrency") else 0 + score += 6 if features.get("touches_serialization") else 0 + score += 8 if features.get("touches_data_deletion") else 0 + score += 0.15 * features.get("max_file_prior_reverts_percentile_repo", 0) + score += 0.15 * features.get("max_dir_prior_reverts_percentile_repo", 0) + score += 0.20 * features.get("max_file_prior_bad_outcomes_percentile_repo", 0) + score += 0.15 * features.get("max_dir_prior_bad_outcomes_percentile_repo", 0) + if features.get("file_count", 0) and features.get("author_touched_file_ratio", 0) == 0: + score += 6 + if features.get("directory_count", 0) and features.get("author_touched_dir_ratio", 0) == 0: + score += 4 + if features.get("docs_only") or features.get("generated_only"): + score -= 35 + elif features.get("tests_only"): + score -= 20 + if features.get("comment_only") or features.get("whitespace_only"): + score -= 20 + if features.get("source_type") == "dependency_bot": + score -= 5 + raw_scores.append(max(score, 0)) + churn_scores.append(max(churn_score, 0)) + + rule_percentiles = percentile_values_for_rows(enriched, raw_scores, percentile_mode) + churn_percentiles = percentile_values_for_rows(enriched, churn_scores, percentile_mode) + for row, raw_score, churn_score, rule_pct, churn_pct in zip( + enriched, raw_scores, churn_scores, rule_percentiles, churn_percentiles + ): + label = "low" + if rule_pct >= 90 or raw_score >= 105: + label = "high" + elif rule_pct >= 70 or raw_score >= 80: + label = "medium" + row["prediction"] = { + "risk_score_raw": round(raw_score, 3), + "risk_percentile_repo": round(rule_pct, 3), + "risk_label": label, + "churn_score_raw": round(churn_score, 3), + "churn_percentile_repo": round(churn_pct, 3), + "percentile_mode": percentile_mode, + "signals": build_signals(row), + } + return enriched + + +def add_percentiles( + rows: Sequence[Dict[str, Any]], feature_name: str, percentile_mode: str = "as_of" +) -> None: + by_repo: Dict[str, List[float]] = {} + for row in rows: + repo = row.get("repo") or "" + features = row["prediction_features"] + by_repo.setdefault(repo, []).append(float(features.get(feature_name) or 0)) + + percentile_name = f"{feature_name}_percentile_repo" + values = [float(row["prediction_features"].get(feature_name) or 0) for row in rows] + percentiles = percentile_values_for_rows(rows, values, percentile_mode) + for row, percentile in zip(rows, percentiles): + row["prediction_features"][percentile_name] = round(percentile, 3) + + +def percentile_values_for_rows( + rows: Sequence[Dict[str, Any]], values: Sequence[float], percentile_mode: str +) -> List[float]: + if percentile_mode == "global": + by_repo: Dict[str, List[float]] = {} + for row, value in zip(rows, values): + by_repo.setdefault(row.get("repo") or "", []).append(float(value)) + repo_sorted = {repo: sorted(repo_values) for repo, repo_values in by_repo.items()} + return [ + percentile_rank(float(value), repo_sorted[row.get("repo") or ""]) + for row, value in zip(rows, values) + ] + if percentile_mode == "as_of": + return as_of_percentile_values(rows, values) + raise ValueError(f"unknown percentile_mode: {percentile_mode}") + + +def as_of_percentile_values(rows: Sequence[Dict[str, Any]], values: Sequence[float]) -> List[float]: + result = [0.0] * len(rows) + sorted_indices = sorted( + range(len(rows)), + key=lambda index: ( + rows[index].get("created_at") or "", + rows[index].get("repo") or "", + int(rows[index].get("number") or 0), + ), + ) + prior_by_repo: Dict[str, List[float]] = {} + index = 0 + while index < len(sorted_indices): + first = sorted_indices[index] + repo = rows[first].get("repo") or "" + created_at = rows[first].get("created_at") or "" + group: List[int] = [] + while index < len(sorted_indices): + current = sorted_indices[index] + current_key = (rows[current].get("repo") or "", rows[current].get("created_at") or "") + if current_key != (repo, created_at): + break + group.append(current) + index += 1 + prior_values = prior_by_repo.setdefault(repo, []) + for row_index in group: + result[row_index] = percentile_rank(float(values[row_index]), prior_values) + for row_index in group: + insort(prior_values, float(values[row_index])) + return result + + +def add_global_percentiles(rows: Sequence[Dict[str, Any]], feature_name: str) -> None: + by_repo: Dict[str, List[float]] = {} + for row in rows: + repo = row.get("repo") or "" + features = row["prediction_features"] + by_repo.setdefault(repo, []).append(float(features.get(feature_name) or 0)) + + repo_sorted = {repo: sorted(values) for repo, values in by_repo.items()} + percentile_name = f"{feature_name}_percentile_repo" + for row in rows: + repo = row.get("repo") or "" + value = float(row["prediction_features"].get(feature_name) or 0) + row["prediction_features"][percentile_name] = round(percentile_rank(value, repo_sorted[repo]), 3) + + +def percentile_rank(value: float, sorted_values: Sequence[float]) -> float: + if not sorted_values: + return 0.0 + below_or_equal = bisect_right(sorted_values, value) + return 100.0 * below_or_equal / len(sorted_values) + + +def percentile_values(values: Sequence[float]) -> List[float]: + sorted_values = sorted(values) + return [percentile_rank(value, sorted_values) for value in values] + + +def build_signals(row: Dict[str, Any]) -> List[Dict[str, Any]]: + features = row["prediction_features"] + signals: List[Dict[str, Any]] = [] + if features.get("changed_lines_percentile_repo", 0) >= 90: + signals.append( + { + "name": "unusual_change_size", + "severity": "medium", + "reason": f"Changed lines are p{features['changed_lines_percentile_repo']:.0f} for this dataset slice.", + } + ) + if features.get("file_count_percentile_repo", 0) >= 90: + signals.append( + { + "name": "broad_file_diffusion", + "severity": "medium", + "reason": f"Files touched are p{features['file_count_percentile_repo']:.0f} for this dataset slice.", + } + ) + if features.get("migration_changed"): + signals.append( + { + "name": "migration_changed", + "severity": "high", + "reason": "Migration-like path changed.", + } + ) + if features.get("auth_or_permission_changed"): + signals.append( + { + "name": "auth_or_permission_changed", + "severity": "high", + "reason": "Auth, permission, token, session, or RBAC path changed.", + } + ) + if features.get("ci_or_deploy_changed"): + signals.append( + { + "name": "ci_or_deploy_changed", + "severity": "medium", + "reason": "CI, deployment, or workflow path changed.", + } + ) + if features.get("code_changed_without_test_signal"): + signals.append( + { + "name": "code_changed_without_test_signal", + "severity": "medium", + "reason": "Code-like files changed without a test-path change in the same PR.", + } + ) + if features.get("max_file_prior_reverts", 0) > 0 or features.get("max_dir_prior_reverts", 0) > 0: + signals.append( + { + "name": "historical_revert_nearby", + "severity": "high", + "reason": "Touched files or directories had a prior revert event in this dataset slice.", + } + ) + if ( + features.get("max_file_prior_bad_outcomes", 0) > 0 + or features.get("max_dir_prior_bad_outcomes", 0) > 0 + ): + signals.append( + { + "name": "historical_bad_outcome_nearby", + "severity": "high", + "reason": "Touched files or directories had a prior revert or strict follow-up fix.", + } + ) + if features.get("max_file_churn_ratio_percentile_repo", 0) >= 90: + signals.append( + { + "name": "large_relative_churn", + "severity": "medium", + "reason": f"File churn relative to prior size is p{features['max_file_churn_ratio_percentile_repo']:.0f}.", + } + ) + if features.get("author_touched_file_ratio", 1) == 0 and features.get("file_count", 0): + signals.append( + { + "name": "low_author_file_familiarity", + "severity": "medium", + "reason": "The author has no prior touches on the files in this dataset slice.", + } + ) + if any( + features.get(name) + for name in [ + "touches_error_handling", + "touches_async_or_concurrency", + "touches_serialization", + "touches_data_deletion", + ] + ): + signals.append( + { + "name": "sensitive_patch_semantics", + "severity": "medium", + "reason": "Patch text touches error handling, concurrency, serialization, or deletion semantics.", + } + ) + if not signals and (features.get("docs_only") or features.get("tests_only") or features.get("generated_only")): + signals.append( + { + "name": "safe_lowering_scope", + "severity": "low", + "reason": "Change appears limited to docs, tests, or generated files.", + } + ) + return signals + + +def evaluate_predictions( + rows: Sequence[Dict[str, Any]], outcome_name: str = "strong_outcome", merged_only: bool = True +) -> Dict[str, Any]: + return evaluate_prediction_scores( + rows, + outcome_name=outcome_name, + score_paths=[ + ("rule_percentile", ("prediction", "risk_percentile_repo")), + ("churn_percentile", ("prediction", "churn_percentile_repo")), + ], + merged_only=merged_only, + ) + + +def evaluate_prediction_scores( + rows: Sequence[Dict[str, Any]], + outcome_name: str, + score_paths: Sequence[Tuple[str, Tuple[str, str]]], + merged_only: bool = True, +) -> Dict[str, Any]: + evaluated_rows = [ + row for row in rows if not merged_only or row.get("outcomes", {}).get("is_merged") + ] + total = len(evaluated_rows) + positives = sum(1 for row in evaluated_rows if row["outcomes"].get(outcome_name)) + result: Dict[str, Any] = { + "total_prs": total, + "input_prs": len(rows), + "merged_only": merged_only, + "positive_outcomes": positives, + "outcome_name": outcome_name, + "metrics": {}, + } + for score_name, key in score_paths: + sorted_rows = sorted(evaluated_rows, key=lambda row: nested_get(row, key), reverse=True) + result["metrics"][score_name] = topk_metrics(sorted_rows, positives, outcome_name) + return result + + +def topk_metrics( + sorted_rows: Sequence[Dict[str, Any]], positives: int, outcome_name: str +) -> Dict[str, Dict[str, Any]]: + metrics: Dict[str, Dict[str, Any]] = {} + total = len(sorted_rows) + for k in TOP_KS: + bucket_size = max(1, int(round(total * (k / 100)))) + bucket = sorted_rows[:bucket_size] + true_positives = sum(1 for row in bucket if row["outcomes"].get(outcome_name)) + recall = true_positives / positives if positives else 0.0 + precision = true_positives / bucket_size if bucket_size else 0.0 + random_recall = k / 100 + metrics[f"top_{k}"] = { + "bucket_size": bucket_size, + "true_positives": true_positives, + "recall": round(recall, 4), + "precision": round(precision, 4), + "lift_over_random": round(recall / random_recall, 3) if random_recall else 0.0, + } + return metrics + + +def nested_get(row: Dict[str, Any], keys: Tuple[str, str]) -> float: + outer, inner = keys + return float((row.get(outer) or {}).get(inner) or 0) + + +def write_json(path: str, data: Dict[str, Any]) -> None: + with open(path, "w", encoding="utf-8") as handle: + json.dump(data, handle, indent=2, sort_keys=True) + handle.write("\n") + + +def markdown_report(evaluation: Dict[str, Any]) -> str: + lines = [ + "# Risk Dataset Evaluation", + "", + f"- Input PRs: {evaluation['input_prs']}", + f"- Total PRs: {evaluation['total_prs']}", + f"- Merged-only evaluation: {evaluation['merged_only']}", + f"- Positive outcomes (`{evaluation['outcome_name']}`): {evaluation['positive_outcomes']}", + "", + ] + if evaluation["positive_outcomes"] == 0: + lines.extend( + [ + "> Warning: this evaluated slice has zero positive outcomes, so Recall@Top-k cannot validate ranking quality.", + "", + ] + ) + for score_name, metrics in evaluation["metrics"].items(): + lines.append(f"## {score_name}") + lines.append("") + lines.append("| Bucket | Size | TP | Recall | Precision | Lift over random |") + lines.append("| --- | ---: | ---: | ---: | ---: | ---: |") + for bucket, values in metrics.items(): + lines.append( + "| {bucket} | {size} | {tp} | {recall:.4f} | {precision:.4f} | {lift:.3f} |".format( + bucket=bucket, + size=values["bucket_size"], + tp=values["true_positives"], + recall=values["recall"], + precision=values["precision"], + lift=values["lift_over_random"], + ) + ) + lines.append("") + return "\n".join(lines) diff --git a/.github/workflows/pr-risk.yml b/.github/workflows/pr-risk.yml new file mode 100644 index 000000000..c04b4ad40 --- /dev/null +++ b/.github/workflows/pr-risk.yml @@ -0,0 +1,42 @@ +name: PR Risk Experiment + +on: + pull_request: + types: [opened, synchronize, reopened, ready_for_review] + +permissions: + contents: read + pull-requests: read + +concurrency: + group: pr-risk-${{ github.event.pull_request.number }} + cancel-in-progress: true + +jobs: + risk: + name: Score PR risk + runs-on: ubuntu-latest + if: github.event.pull_request.draft == false + + steps: + - uses: actions/checkout@v6 + + - uses: actions/setup-python@v5 + with: + python-version: "3.11" + + - name: Score current PR + uses: ./.github/actions/pr-risk-agent + with: + repo: ${{ github.repository }} + pr-number: ${{ github.event.pull_request.number }} + history: .risk-pr/cli-pr-history.jsonl.gz + model: .risk-pr/model_selected_static_v1_medium_outcome_strict.json + result-path: risk-pr-result.json + skip-reviews: "true" + + - name: Upload risk result + uses: actions/upload-artifact@v4 + with: + name: risk-pr-result + path: risk-pr-result.json diff --git a/.risk-pr/cli-pr-history.jsonl.gz b/.risk-pr/cli-pr-history.jsonl.gz new file mode 100644 index 0000000000000000000000000000000000000000..fa8a49783bec7498be004732411c72328609f1ac GIT binary patch literal 886365 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zT4q1Sg-H;w1hn4Wvgqo9evRQQyI|VIuGsZ5ba%6&Clz=12DiF&?axhN+uLWDfnUQt z{N3o=-@lVh)63fXUzd&lFI+bI@{{PnWn*`XTy&)u@zq_toNx&s@)!;zJ%~(SbVxmn zOP|gxJFINdK)>0J+pjCl+Pc Date: Tue, 23 Jun 2026 20:27:33 +0200 Subject: [PATCH 2/4] feat(ci): use hybrid PR risk label --- .../pr-risk-agent/src/risk_pr_agent/cli.py | 18 +- .../src/risk_pr_agent/modeling.py | 3 + .../src/risk_pr_agent/scoring.py | 180 ++++++++++++++++++ 3 files changed, 199 insertions(+), 2 deletions(-) diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/cli.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/cli.py index 5d1a0705a..4b76af7aa 100644 --- a/.github/actions/pr-risk-agent/src/risk_pr_agent/cli.py +++ b/.github/actions/pr-risk-agent/src/risk_pr_agent/cli.py @@ -835,7 +835,13 @@ def write_github_outputs(result: Dict[str, Any]) -> None: return prediction = result.get("prediction") or {} with open(output_path, "a", encoding="utf-8") as handle: - handle.write(f"risk_label={prediction.get('logistic_risk_label') or prediction.get('risk_label') or ''}\n") + handle.write( + f"risk_label={prediction.get('final_risk_label') or prediction.get('logistic_risk_label') or prediction.get('risk_label') or ''}\n" + ) + handle.write(f"final_risk_label={prediction.get('final_risk_label', '')}\n") + handle.write(f"final_risk_policy={prediction.get('final_risk_policy', '')}\n") + handle.write(f"logistic_risk_label={prediction.get('logistic_risk_label', '')}\n") + handle.write(f"rule_risk_label={prediction.get('risk_label', '')}\n") handle.write(f"logistic_probability={prediction.get('logistic_probability', '')}\n") handle.write(f"logistic_percentile_repo={prediction.get('logistic_percentile_repo', '')}\n") handle.write(f"rule_percentile_repo={prediction.get('risk_percentile_repo', '')}\n") @@ -844,7 +850,12 @@ def write_github_outputs(result: Dict[str, Any]) -> None: def pr_risk_markdown_summary(result: Dict[str, Any]) -> str: prediction = result.get("prediction") or {} features = result.get("prediction_features") or {} - label = str(prediction.get("logistic_risk_label") or prediction.get("risk_label") or "unknown") + label = str( + prediction.get("final_risk_label") + or prediction.get("logistic_risk_label") + or prediction.get("risk_label") + or "unknown" + ) probability = prediction.get("logistic_probability") percentile = prediction.get("logistic_percentile_repo") rule_percentile = prediction.get("risk_percentile_repo") @@ -858,6 +869,9 @@ def pr_risk_markdown_summary(result: Dict[str, Any]) -> str: f"- PR: [{result.get('repo')}#{result.get('number')}]({result.get('html_url')})", f"- Title: {result.get('title')}", f"- Risk label: `{label}`", + f"- Logistic risk label: `{prediction.get('logistic_risk_label', 'unknown')}`", + f"- Rule risk label: `{prediction.get('risk_label', 'unknown')}`", + f"- Final risk policy: `{prediction.get('final_risk_policy', 'n/a')}`", f"- Logistic probability: `{format_optional_float(probability)}`", f"- Logistic repo percentile: `{format_optional_float(percentile)}`", f"- Rule repo percentile: `{format_optional_float(rule_percentile)}`", diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py index 739531034..c5df21c93 100644 --- a/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py +++ b/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py @@ -9,6 +9,7 @@ from .github import parse_github_time from .scoring import ( + apply_final_risk_label, evaluate_prediction_scores, markdown_report, percentile_values_for_rows, @@ -618,6 +619,7 @@ def apply_logistic_model( modeled["prediction"]["logistic_percentile_repo"] = round(percentile, 3) modeled["prediction"]["logistic_percentile_mode"] = percentile_mode modeled["prediction"]["logistic_risk_label"] = risk_label_for_percentile(percentile) + apply_final_risk_label(modeled["prediction"]) modeled_rows.append(modeled) return modeled_rows @@ -658,6 +660,7 @@ def apply_serialized_logistic_model( modeled["prediction"]["logistic_risk_label"] = risk_label_for_percentile(percentile) modeled["prediction"]["logistic_outcome_name"] = model.get("outcome_name") modeled["prediction"]["logistic_feature_set"] = model.get("feature_set") + apply_final_risk_label(modeled["prediction"]) modeled_rows.append(modeled) return modeled_rows diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py index 1e22a5a34..1055dfcdb 100644 --- a/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py +++ b/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py @@ -8,6 +8,8 @@ TOP_KS = (5, 10, 30) +RISK_LABELS = ("low", "medium", "high") +RISK_LABEL_RANK = {label: index for index, label in enumerate(RISK_LABELS)} def score_feature_rows( @@ -325,10 +327,17 @@ def evaluate_prediction_scores( "positive_outcomes": positives, "outcome_name": outcome_name, "metrics": {}, + "label_safety": {}, } for score_name, key in score_paths: sorted_rows = sorted(evaluated_rows, key=lambda row: nested_get(row, key), reverse=True) result["metrics"][score_name] = topk_metrics(sorted_rows, positives, outcome_name) + result["label_safety"][score_name] = outcome_label_safety_metrics( + evaluated_rows, + outcome_name, + score_name, + key, + ) return result @@ -359,6 +368,158 @@ def nested_get(row: Dict[str, Any], keys: Tuple[str, str]) -> float: return float((row.get(outer) or {}).get(inner) or 0) +def outcome_label_safety_metrics( + rows: Sequence[Dict[str, Any]], + outcome_name: str, + score_name: str, + score_key: Tuple[str, str], +) -> Dict[str, Any]: + """Measure the dangerous miss mode: outcome-positive PRs labeled low.""" + + label_counts = empty_label_counts() + positive_counts = empty_label_counts() + positives = 0 + for row in rows: + label = predicted_label_for_score(row, score_name, score_key) + label_counts[label] = label_counts.get(label, 0) + 1 + if row.get("outcomes", {}).get(outcome_name): + positives += 1 + positive_counts[label] = positive_counts.get(label, 0) + 1 + + high_as_low = positive_counts["low"] + positive_not_high = positives - positive_counts["high"] + low_label_count = label_counts["low"] + return { + "actual_high_definition": f"{outcome_name}=true", + "label_counts": label_counts, + "positive_outcomes_by_label": positive_counts, + "positive_outcomes_marked_low": high_as_low, + "positive_outcomes_marked_low_rate": round(high_as_low / positives, 4) if positives else 0.0, + "positive_outcomes_not_marked_high": positive_not_high, + "positive_outcomes_not_marked_high_rate": round(positive_not_high / positives, 4) + if positives + else 0.0, + "non_low_recall_for_positive_outcomes": round( + (positives - high_as_low) / positives, + 4, + ) + if positives + else 0.0, + "high_label_recall_for_positive_outcomes": round(positive_counts["high"] / positives, 4) + if positives + else 0.0, + "low_label_positive_rate": round(high_as_low / low_label_count, 4) if low_label_count else 0.0, + } + + +def predicted_label_for_score( + row: Dict[str, Any], + score_name: str, + score_key: Tuple[str, str], +) -> str: + prediction = row.get("prediction") or {} + explicit_label = None + if score_name == "logistic_probability": + explicit_label = prediction.get("logistic_risk_label") + elif score_name == "rule_percentile": + explicit_label = prediction.get("risk_label") + label = normalize_risk_label(explicit_label) + if label: + return label + score = nested_get(row, score_key) + if score_name.endswith("percentile") or score > 1: + return risk_label_for_percentile(score) + return "unknown" + + +def risk_label_for_percentile(percentile: float) -> str: + if percentile >= 90: + return "high" + if percentile >= 70: + return "medium" + return "low" + + +def combine_risk_labels(*labels: Any) -> str: + normalized = [normalize_risk_label(label) for label in labels] + ranked = [label for label in normalized if label] + if not ranked: + return "unknown" + return max(ranked, key=lambda label: RISK_LABEL_RANK[label]) + + +def apply_final_risk_label(prediction: Dict[str, Any]) -> None: + """Set the deployable risk label from logistic and deterministic labels.""" + + prediction["final_risk_label"] = combine_risk_labels( + prediction.get("logistic_risk_label"), + prediction.get("risk_label"), + ) + prediction["final_risk_policy"] = "max_logistic_rule_v1" + + +def evaluate_label_confusion( + rows: Sequence[Dict[str, Any]], + actual_label_key: str = "audit_label", + predicted_label_key: str = "model_label", +) -> Dict[str, Any]: + """Evaluate low/medium/high labels when explicit audit labels are available.""" + + confusion = {actual: empty_label_counts() for actual in RISK_LABELS} + confusion["unknown"] = empty_label_counts() + label_counts = empty_label_counts() + actual_counts = empty_label_counts() + undercalls = 0 + overcalls = 0 + high_as_low = 0 + evaluated = 0 + + for row in rows: + actual = normalize_risk_label(row.get(actual_label_key)) or "unknown" + predicted = normalize_risk_label(row.get(predicted_label_key)) or "unknown" + evaluated += 1 + confusion.setdefault(actual, empty_label_counts()) + confusion[actual][predicted] = confusion[actual].get(predicted, 0) + 1 + label_counts[predicted] = label_counts.get(predicted, 0) + 1 + actual_counts[actual] = actual_counts.get(actual, 0) + 1 + + actual_rank = RISK_LABEL_RANK.get(actual) + predicted_rank = RISK_LABEL_RANK.get(predicted) + if actual_rank is None or predicted_rank is None: + continue + if predicted_rank < actual_rank: + undercalls += 1 + elif predicted_rank > actual_rank: + overcalls += 1 + if actual == "high" and predicted == "low": + high_as_low += 1 + + high_actual = actual_counts["high"] + return { + "total_rows": evaluated, + "actual_label_key": actual_label_key, + "predicted_label_key": predicted_label_key, + "actual_label_counts": actual_counts, + "predicted_label_counts": label_counts, + "confusion": confusion, + "undercalls": undercalls, + "undercall_rate": round(undercalls / evaluated, 4) if evaluated else 0.0, + "overcalls": overcalls, + "overcall_rate": round(overcalls / evaluated, 4) if evaluated else 0.0, + "high_as_low": high_as_low, + "high_as_low_rate": round(high_as_low / high_actual, 4) if high_actual else 0.0, + } + + +def normalize_risk_label(value: Any) -> str: + label = str(value or "").strip().lower() + return label if label in RISK_LABEL_RANK else "" + + +def empty_label_counts() -> Dict[str, int]: + return {"low": 0, "medium": 0, "high": 0, "unknown": 0} + + def write_json(path: str, data: Dict[str, Any]) -> None: with open(path, "w", encoding="utf-8") as handle: json.dump(data, handle, indent=2, sort_keys=True) @@ -399,4 +560,23 @@ def markdown_report(evaluation: Dict[str, Any]) -> str: ) ) lines.append("") + if evaluation.get("label_safety"): + lines.append("## Label Safety") + lines.append("") + lines.append( + "| Score | Positive-as-low | Positive-as-low rate | Non-low recall | High-label recall | Low-label positive rate |" + ) + lines.append("| --- | ---: | ---: | ---: | ---: | ---: |") + for score_name, values in evaluation["label_safety"].items(): + lines.append( + "| {score} | {low_count} | {low_rate:.4f} | {non_low:.4f} | {high_recall:.4f} | {low_positive:.4f} |".format( + score=score_name, + low_count=values["positive_outcomes_marked_low"], + low_rate=values["positive_outcomes_marked_low_rate"], + non_low=values["non_low_recall_for_positive_outcomes"], + high_recall=values["high_label_recall_for_positive_outcomes"], + low_positive=values["low_label_positive_rate"], + ) + ) + lines.append("") return "\n".join(lines) From e669d52666111446b207cad8732607abe23ad042 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Miguel=20Beteg=C3=B3n?= Date: Tue, 23 Jun 2026 20:36:52 +0200 Subject: [PATCH 3/4] feat(ci): tune hybrid risk guardrails --- .../src/risk_pr_agent/modeling.py | 4 +- .../src/risk_pr_agent/scoring.py | 61 +++++++++++++++++-- 2 files changed, 57 insertions(+), 8 deletions(-) diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py index c5df21c93..25e01ea74 100644 --- a/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py +++ b/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py @@ -619,7 +619,7 @@ def apply_logistic_model( modeled["prediction"]["logistic_percentile_repo"] = round(percentile, 3) modeled["prediction"]["logistic_percentile_mode"] = percentile_mode modeled["prediction"]["logistic_risk_label"] = risk_label_for_percentile(percentile) - apply_final_risk_label(modeled["prediction"]) + apply_final_risk_label(modeled["prediction"], modeled.get("prediction_features") or {}) modeled_rows.append(modeled) return modeled_rows @@ -660,7 +660,7 @@ def apply_serialized_logistic_model( modeled["prediction"]["logistic_risk_label"] = risk_label_for_percentile(percentile) modeled["prediction"]["logistic_outcome_name"] = model.get("outcome_name") modeled["prediction"]["logistic_feature_set"] = model.get("feature_set") - apply_final_risk_label(modeled["prediction"]) + apply_final_risk_label(modeled["prediction"], modeled.get("prediction_features") or {}) modeled_rows.append(modeled) return modeled_rows diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py index 1055dfcdb..23a8a6477 100644 --- a/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py +++ b/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py @@ -448,14 +448,54 @@ def combine_risk_labels(*labels: Any) -> str: return max(ranked, key=lambda label: RISK_LABEL_RANK[label]) -def apply_final_risk_label(prediction: Dict[str, Any]) -> None: - """Set the deployable risk label from logistic and deterministic labels.""" +def apply_final_risk_label(prediction: Dict[str, Any], features: Dict[str, Any] | None = None) -> None: + """Set the deployable risk label from logistic plus deterministic guardrails.""" + + features = features or {} + logistic_label = normalize_risk_label(prediction.get("logistic_risk_label")) + rule_percentile = safe_float(prediction.get("risk_percentile_repo")) + rule_raw = safe_float(prediction.get("risk_score_raw")) + changed_lines = safe_float(features.get("changed_lines")) + file_count = safe_float(features.get("file_count")) + prior_bad = max( + safe_float(features.get("max_file_prior_bad_outcomes")), + safe_float(features.get("max_dir_prior_bad_outcomes")), + ) + prior_reverts = max( + safe_float(features.get("max_file_prior_reverts")), + safe_float(features.get("max_dir_prior_reverts")), + ) + relative_churn = safe_float(features.get("max_file_churn_ratio")) - prediction["final_risk_label"] = combine_risk_labels( - prediction.get("logistic_risk_label"), - prediction.get("risk_label"), + hard_sensitive_no_test = bool( + features.get("code_changed_without_test_signal") + and features.get("sensitive_area_changed") + and (prior_bad > 0 or prior_reverts > 0 or relative_churn >= 0.5) + ) + high = bool( + logistic_label == "high" + or rule_percentile >= 90 + or changed_lines >= 1000 + or file_count >= 30 + or hard_sensitive_no_test ) - prediction["final_risk_policy"] = "max_logistic_rule_v1" + medium = bool( + high + or logistic_label == "medium" + or rule_percentile >= 70 + or changed_lines >= 500 + or file_count >= 15 + or rule_raw >= 100 + ) + + if high: + label = "high" + elif medium: + label = "medium" + else: + label = "low" + prediction["final_risk_label"] = label + prediction["final_risk_policy"] = "guardrail_hybrid_v2" def evaluate_label_confusion( @@ -516,6 +556,15 @@ def normalize_risk_label(value: Any) -> str: return label if label in RISK_LABEL_RANK else "" +def safe_float(value: Any) -> float: + if value is None or value == "": + return 0.0 + try: + return float(value) + except (TypeError, ValueError): + return 0.0 + + def empty_label_counts() -> Dict[str, int]: return {"low": 0, "medium": 0, "high": 0, "unknown": 0} From 0b22d1c9c3e48793327ab0a4ed57ddccab0e2b09 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Miguel=20Beteg=C3=B3n?= Date: Tue, 23 Jun 2026 21:25:05 +0200 Subject: [PATCH 4/4] refactor(ci): use shared PR risk action --- .github/actions/pr-risk-agent/action.yml | 50 - .github/actions/pr-risk-agent/pyproject.toml | 20 - .../src/risk_pr_agent/__init__.py | 5 - .../pr-risk-agent/src/risk_pr_agent/cli.py | 955 -------------- .../src/risk_pr_agent/features.py | 1164 ----------------- .../src/risk_pr_agent/git_history.py | 303 ----- .../pr-risk-agent/src/risk_pr_agent/github.py | 293 ----- .../src/risk_pr_agent/modeling.py | 798 ----------- .../src/risk_pr_agent/scoring.py | 631 --------- .github/workflows/pr-risk.yml | 10 +- .risk-pr/cli-pr-history.jsonl.gz | Bin 886365 -> 0 bytes ...ected_static_v1_medium_outcome_strict.json | 763 ----------- 12 files changed, 1 insertion(+), 4991 deletions(-) delete mode 100644 .github/actions/pr-risk-agent/action.yml delete mode 100644 .github/actions/pr-risk-agent/pyproject.toml delete mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/__init__.py delete mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/cli.py delete mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/features.py delete mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/git_history.py delete mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/github.py delete mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py delete mode 100644 .github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py delete mode 100644 .risk-pr/cli-pr-history.jsonl.gz delete mode 100644 .risk-pr/model_selected_static_v1_medium_outcome_strict.json diff --git a/.github/actions/pr-risk-agent/action.yml b/.github/actions/pr-risk-agent/action.yml deleted file mode 100644 index 6c6922b3d..000000000 --- a/.github/actions/pr-risk-agent/action.yml +++ /dev/null @@ -1,50 +0,0 @@ -name: PR Risk Agent -description: Score the current pull request with a precomputed PR risk model. - -inputs: - repo: - description: GitHub repository as owner/name. - required: true - pr-number: - description: Pull request number. - required: true - history: - description: Raw historical PR JSONL or JSONL.GZ path in the checked-out target repo. - required: true - model: - description: Saved risk-pr model JSON path in the checked-out target repo. - required: true - result-path: - description: JSON result output path. - required: false - default: risk-pr-result.json - skip-reviews: - description: Skip fetching current PR reviews. - required: false - default: "true" - -runs: - using: composite - steps: - - name: Install risk-pr-agent - shell: bash - run: python -m pip install -e "$GITHUB_ACTION_PATH" - - - name: Score PR risk - shell: bash - env: - GITHUB_TOKEN: ${{ github.token }} - run: | - SKIP_REVIEWS="" - if [ "${{ inputs.skip-reviews }}" = "true" ]; then - SKIP_REVIEWS="--skip-reviews" - fi - - risk-pr score-pr \ - --repo "${{ inputs.repo }}" \ - --pr "${{ inputs.pr-number }}" \ - --history "${{ inputs.history }}" \ - --model "${{ inputs.model }}" \ - --out "${{ inputs.result-path }}" \ - --summary-file "$GITHUB_STEP_SUMMARY" \ - $SKIP_REVIEWS diff --git a/.github/actions/pr-risk-agent/pyproject.toml b/.github/actions/pr-risk-agent/pyproject.toml deleted file mode 100644 index ea2fa02b3..000000000 --- a/.github/actions/pr-risk-agent/pyproject.toml +++ /dev/null @@ -1,20 +0,0 @@ -[build-system] -requires = ["setuptools>=68"] -build-backend = "setuptools.build_meta" - -[project] -name = "risk-pr-agent" -version = "0.1.0" -description = "Offline PR risk dataset and evaluation tooling" -readme = "README.md" -requires-python = ">=3.9" -dependencies = [] - -[project.scripts] -risk-pr = "risk_pr_agent.cli:main" - -[tool.setuptools.packages.find] -where = ["src"] - -[tool.pytest.ini_options] -testpaths = ["tests"] diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/__init__.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/__init__.py deleted file mode 100644 index 2648d9099..000000000 --- a/.github/actions/pr-risk-agent/src/risk_pr_agent/__init__.py +++ /dev/null @@ -1,5 +0,0 @@ -"""Offline PR risk dataset and evaluation tooling.""" - -__all__ = ["__version__"] - -__version__ = "0.1.0" diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/cli.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/cli.py deleted file mode 100644 index 4b76af7aa..000000000 --- a/.github/actions/pr-risk-agent/src/risk_pr_agent/cli.py +++ /dev/null @@ -1,955 +0,0 @@ -"""Command line interface for the PR risk MVP.""" - -from __future__ import annotations - -import argparse -import json -import os -from datetime import datetime, timedelta, timezone -from pathlib import Path -from typing import Any, Dict, List, Optional, Sequence - -from .features import build_feature_rows, load_raw_dataset, write_feature_csv -from .git_history import build_git_pr_rows, collect_git_reverts_by_pr, survey_git_history -from .github import ( - GitHubClient, - RepoRef, - normalize_file, - normalize_pr, - normalize_review, - parse_github_time, - utc_now_iso, - write_jsonl, -) -from .modeling import ( - DEFAULT_FEATURE_SET, - apply_serialized_logistic_model, - canonical_feature_set, - logistic_markdown_report, - train_logistic_baseline, -) -from .scoring import evaluate_predictions, markdown_report, score_feature_rows, write_json - -DEFAULT_OUTCOMES = ["strong_outcome", "medium_outcome"] - - -def main(argv: Optional[List[str]] = None) -> int: - parser = argparse.ArgumentParser(prog="risk-pr", description="Offline PR risk dataset tooling") - subparsers = parser.add_subparsers(dest="command", required=True) - - backfill = subparsers.add_parser("backfill", help="Fetch PR data from GitHub") - backfill.add_argument("--repo", action="append", required=True, help="GitHub repo as owner/name") - backfill.add_argument("--out", default="data/raw", help="Output root for raw datasets") - backfill.add_argument("--since", help="Only include PRs created on/after YYYY-MM-DD") - backfill.add_argument("--until", help="Only include PRs created on/before YYYY-MM-DD") - backfill.add_argument("--months", type=int, default=6, help="Months to backfill when --since is absent") - backfill.add_argument("--max-prs", type=int, help="Maximum PRs per repo") - backfill.add_argument("--skip-reviews", action="store_true", help="Skip PR review state backfill") - backfill.add_argument("--resume", action="store_true", help="Reuse existing PR rows and fetch missing PRs") - backfill.add_argument("--refresh", action="store_true", help="Refetch existing PR rows") - backfill.add_argument("--sleep", type=float, default=0.0, help="Sleep between GitHub API requests") - backfill.set_defaults(func=cmd_backfill) - - git_backfill = subparsers.add_parser("git-backfill", help="Build raw merged PR rows from local git history") - git_backfill.add_argument("--repo", action="append", required=True, help="GitHub repo as owner/name") - git_backfill.add_argument( - "--git-repo", - action="append", - required=True, - help="Local git repo path or owner/name=/path mapping", - ) - git_backfill.add_argument("--git-ref", default="origin/master", help="Git ref to scan") - git_backfill.add_argument("--out", default="data/raw-git", help="Output root for local-git raw datasets") - git_backfill.add_argument("--since", help="Only include commits on/after YYYY-MM-DD") - git_backfill.add_argument("--until", help="Only include commits on/before YYYY-MM-DD") - git_backfill.add_argument("--months", type=int, default=24, help="Months to scan when --since is absent") - git_backfill.add_argument("--max-prs", type=int, help="Maximum PR rows per repo") - git_backfill.set_defaults(func=cmd_git_backfill) - - features = subparsers.add_parser("features", help="Build feature rows from a raw PR dataset") - features.add_argument("--input", required=True, help="Raw prs.jsonl path") - features.add_argument("--out", default="data/processed", help="Output root for feature datasets") - features.set_defaults(func=cmd_features) - - score = subparsers.add_parser("score", help="Score feature rows and write an eval report") - score.add_argument("--input", required=True, help="Feature JSONL path") - score.add_argument("--out", default="data/processed", help="Output root for scored datasets") - score.add_argument( - "--outcome", - action="append", - help="Outcome field to evaluate. Repeatable. Defaults to strong_outcome and medium_outcome.", - ) - score.add_argument( - "--include-unmerged", - action="store_true", - help="Include unmerged/open PRs in evaluation. Default evaluates merged PRs only.", - ) - score.set_defaults(func=cmd_score) - - build = subparsers.add_parser("build", help="Backfill, extract features, score, and evaluate") - build.add_argument("--repo", action="append", required=True, help="GitHub repo as owner/name") - build.add_argument("--out", default="data", help="Output root containing raw/ and processed/") - build.add_argument("--since", help="Only include PRs created on/after YYYY-MM-DD") - build.add_argument("--until", help="Only include PRs created on/before YYYY-MM-DD") - build.add_argument("--months", type=int, default=12, help="Months to backfill when --since is absent") - build.add_argument("--max-prs", type=int, help="Maximum PRs per repo") - build.add_argument("--skip-reviews", action="store_true", help="Skip PR review state backfill") - build.add_argument("--resume", action="store_true", help="Reuse existing PR rows and fetch missing PRs") - build.add_argument("--refresh", action="store_true", help="Refetch existing PR rows") - build.add_argument("--sleep", type=float, default=0.0, help="Sleep between GitHub API requests") - build.add_argument( - "--git-repo", - action="append", - help="Optional local git repo mapping as owner/name=/path for revert outcome enrichment", - ) - build.add_argument("--git-ref", default="origin/master", help="Git ref for local git outcome enrichment") - build.add_argument( - "--outcome", - action="append", - help="Outcome field to evaluate. Repeatable. Defaults to strong_outcome and medium_outcome.", - ) - build.add_argument( - "--include-unmerged", - action="store_true", - help="Include unmerged/open PRs in evaluation. Default evaluates merged PRs only.", - ) - build.set_defaults(func=cmd_build) - - survey = subparsers.add_parser("survey", help="Estimate repo slice size before a large backfill") - survey.add_argument("--repo", required=True, help="GitHub repo as owner/name") - survey.add_argument("--since", help="Only include PRs created on/after YYYY-MM-DD") - survey.add_argument("--until", help="Only include PRs created on/before YYYY-MM-DD") - survey.add_argument("--months", type=int, default=12, help="Months to survey when --since is absent") - survey.add_argument("--git-repo", help="Optional local git checkout path for revert estimates") - survey.add_argument("--git-ref", default="origin/master", help="Git ref for local git estimates") - survey.set_defaults(func=cmd_survey) - - combine = subparsers.add_parser("combine", help="Combine feature datasets and evaluate them together") - combine.add_argument("--input", action="append", required=True, help="Feature JSONL path") - combine.add_argument("--out", default="data/processed/combined", help="Combined processed output directory") - combine.add_argument( - "--dedupe", - action="store_true", - help="Deduplicate by repo and PR number. Later --input rows replace earlier rows.", - ) - combine.add_argument( - "--outcome", - action="append", - help="Outcome field to evaluate. Repeatable. Defaults to strong_outcome and medium_outcome.", - ) - combine.add_argument( - "--include-unmerged", - action="store_true", - help="Include unmerged/open PRs in evaluation. Default evaluates merged PRs only.", - ) - combine.set_defaults(func=cmd_combine) - - train = subparsers.add_parser("train", help="Train an interpretable logistic regression baseline") - train.add_argument("--input", required=True, help="Feature JSONL path") - train.add_argument("--out", default="data/processed", help="Output root for model artifacts") - train.add_argument( - "--outcome", - action="append", - help="Outcome field to train on. Repeatable. Defaults to medium_outcome.", - ) - train.add_argument( - "--include-unmerged", - action="store_true", - help="Include unmerged/open PRs as negatives. Default trains on merged PRs only.", - ) - train.add_argument("--train-fraction", type=float, default=0.8, help="Chronological train split fraction") - train.add_argument( - "--validation-fraction", - type=float, - default=0.1, - help="Chronological validation split fraction after train. Remaining rows are test.", - ) - train.add_argument("--epochs", type=int, default=800, help="Gradient descent epochs") - train.add_argument("--learning-rate", type=float, default=0.05, help="Gradient descent learning rate") - train.add_argument("--l2", type=float, default=0.01, help="L2 regularization strength") - train.add_argument( - "--maturity-days", - type=int, - default=0, - help=( - "Exclude the newest N days from train/validation/test evaluation so recent PRs " - "are not treated as final negatives before they have time to be reverted or fixed." - ), - ) - train.add_argument( - "--feature-set", - choices=[ - "static_no_process", - "selected_static_v1", - "at_open", - "in_review_final", - "in_review", - "legacy", - ], - default=DEFAULT_FEATURE_SET, - help=( - "Feature set to train. static_no_process excludes comments/reviews/commit counts " - "but still uses the fetched PR diff snapshot; selected_static_v1 uses the deterministic " - "Meta-aligned MVP signal set; in_review_final includes final process signals; legacy " - "keeps the pre-history-expansion feature list. at_open and in_review are accepted as aliases." - ), - ) - train.add_argument( - "--no-class-balance", - action="store_true", - help="Disable balanced class weights for rare positive outcomes", - ) - train.set_defaults(func=cmd_train) - - apply_model = subparsers.add_parser("apply-model", help="Apply a saved logistic model to feature rows") - apply_model.add_argument("--input", required=True, help="Feature JSONL path") - apply_model.add_argument("--model", required=True, help="Saved model_*.json path") - apply_model.add_argument("--out", default="data/processed", help="Output root for modeled rows") - apply_model.set_defaults(func=cmd_apply_model) - - score_pr = subparsers.add_parser("score-pr", help="Fetch and score one pull request") - score_pr.add_argument( - "--repo", - default=os.environ.get("GITHUB_REPOSITORY"), - help="GitHub repo as owner/name. Defaults to GITHUB_REPOSITORY.", - ) - score_pr.add_argument("--pr", type=int, required=True, help="Pull request number to score") - score_pr.add_argument( - "--history", - action="append", - required=True, - help=( - "Raw historical PR JSONL/JSONL.GZ for this repo. Repeatable. " - "Rows for the target PR are replaced with the freshly fetched PR." - ), - ) - score_pr.add_argument("--model", required=True, help="Saved model_*.json path") - score_pr.add_argument("--out", help="Optional JSON output path") - score_pr.add_argument("--summary-file", help="Optional markdown summary path, e.g. GITHUB_STEP_SUMMARY") - score_pr.add_argument("--skip-reviews", action="store_true", help="Skip fetching current PR reviews") - score_pr.add_argument( - "--git-repo", - help="Optional local git checkout for supplemental historical revert labels", - ) - score_pr.add_argument("--git-ref", default="origin/master", help="Git ref for local git revert labels") - score_pr.set_defaults(func=cmd_score_pr) - - args = parser.parse_args(argv) - args.func(args) - return 0 - - -def cmd_backfill(args: argparse.Namespace) -> None: - since = parse_since(args.since, args.months) - until = parse_until(args.until) - client = GitHubClient(sleep_seconds=args.sleep) - - for repo_value in args.repo: - repo = RepoRef.parse(repo_value) - backfill_repo(client, repo, Path(args.out), since, until, args) - - -def cmd_git_backfill(args: argparse.Namespace) -> None: - since = parse_since(args.since, args.months) - until = parse_until(args.until) - git_repo_by_slug = parse_git_repo_specs(args.git_repo, args.repo) - for repo_value in args.repo: - repo = RepoRef.parse(repo_value) - if repo.slug not in git_repo_by_slug: - raise ValueError(f"missing --git-repo mapping for {repo.slug}") - git_backfill_repo( - repo, - Path(args.out), - git_repo_by_slug[repo.slug], - args.git_ref, - since, - until, - args.max_prs, - ) - - -def git_backfill_repo( - repo: RepoRef, - out_root: Path, - git_repo: str, - git_ref: str, - since: datetime, - until: Optional[datetime], - max_prs: Optional[int], -) -> Path: - out_dir = out_root / repo.path_slug - out_dir.mkdir(parents=True, exist_ok=True) - raw_path = out_dir / "prs.jsonl" - manifest_path = out_dir / "manifest.json" - fetched_at = utc_now_iso() - rows = build_git_pr_rows( - repo.slug, - git_repo, - ref=git_ref, - since=since, - until=until, - max_prs=max_prs, - fetched_at=fetched_at, - ) - write_jsonl(str(raw_path), rows) - write_json( - manifest_path, - { - "schema_version": 1, - "repo": repo.slug, - "data_source": "local_git", - "git_repo": git_repo, - "git_ref": git_ref, - "fetched_at": fetched_at, - "since": since.isoformat().replace("+00:00", "Z"), - "until": until.isoformat().replace("+00:00", "Z") if until else None, - "count": len(rows), - "raw_path": str(raw_path), - }, - ) - print(f"wrote {len(rows)} local-git PR rows to {raw_path}") - return raw_path - - -def backfill_repo( - client: GitHubClient, - repo: RepoRef, - out_root: Path, - since: datetime, - until: Optional[datetime], - args: argparse.Namespace, -) -> Path: - out_dir = out_root / repo.path_slug - out_dir.mkdir(parents=True, exist_ok=True) - raw_path = out_dir / "prs.jsonl" - partial_path = out_dir / "prs.in-progress.jsonl" - manifest_path = out_dir / "manifest.json" - - existing_rows = ( - load_existing_rows(raw_path, partial_path) if args.resume and not args.refresh else {} - ) - fetched_at = utc_now_iso() - count = 0 - reused = 0 - fetched = 0 - seen_numbers = set() - - with partial_path.open("w", encoding="utf-8") as handle: - for listed_pr in client.list_pull_requests(repo): - created = parse_github_time(listed_pr.get("created_at")) - if until and created and created > until: - continue - if created and created < since: - break - number = int(listed_pr["number"]) - if number in seen_numbers: - continue - seen_numbers.add(number) - if args.max_prs and count >= args.max_prs: - break - if number in existing_rows: - row = existing_rows[number] - reused += 1 - print(f"reused {repo.slug}#{number}", flush=True) - else: - row = fetch_pr_row(client, repo, number, fetched_at, skip_reviews=args.skip_reviews) - fetched += 1 - print( - f"fetched {repo.slug}#{number} " - f"({len(row['files'])} files, {len(row['reviews'])} reviews)", - flush=True, - ) - handle.write(json.dumps(row, sort_keys=True, separators=(",", ":")) + "\n") - handle.flush() - count += 1 - - partial_path.replace(raw_path) - manifest = { - "schema_version": 1, - "repo": repo.slug, - "fetched_at": fetched_at, - "since": since.isoformat().replace("+00:00", "Z"), - "until": until.isoformat().replace("+00:00", "Z") if until else None, - "count": count, - "fetched_count": fetched, - "reused_count": reused, - "raw_path": str(raw_path), - "partial_path": str(partial_path), - "includes_reviews": not args.skip_reviews, - } - write_json(manifest_path, manifest) - print(f"wrote {count} PRs to {raw_path} ({fetched} fetched, {reused} reused)", flush=True) - return raw_path - - -def fetch_pr_row( - client: GitHubClient, repo: RepoRef, number: int, fetched_at: str, skip_reviews: bool -) -> Dict[str, Any]: - detail = client.get_pull_request(repo, number) - row = normalize_pr(repo, detail, fetched_at) - row["files"] = [normalize_file(item) for item in client.list_pull_files(repo, number)] - row["reviews"] = [] - if not skip_reviews: - row["reviews"] = [normalize_review(item) for item in client.list_pull_reviews(repo, number)] - return row - - -def load_existing_rows(*paths: Path) -> Dict[int, Dict[str, Any]]: - rows: Dict[int, Dict[str, Any]] = {} - for path in paths: - if not path.exists(): - continue - for row in load_raw_dataset(str(path)): - if row.get("number") is not None: - rows[int(row["number"])] = row - return rows - - -def cmd_features(args: argparse.Namespace) -> None: - raw_path = Path(args.input) - out_dir = Path(args.out) / raw_path.parent.name - build_features_file(raw_path, out_dir) - - -def build_features_file( - raw_path: Path, - out_dir: Path, - git_reverts_by_pr: Optional[Dict[int, List[Dict[str, Any]]]] = None, - extra_manifest: Optional[Dict[str, Any]] = None, -) -> Path: - rows = load_raw_dataset(str(raw_path)) - feature_rows = build_feature_rows(rows, git_reverts_by_pr=git_reverts_by_pr) - out_dir.mkdir(parents=True, exist_ok=True) - jsonl_path = out_dir / "features.jsonl" - csv_path = out_dir / "features.csv" - manifest_path = out_dir / "manifest.json" - write_jsonl(str(jsonl_path), feature_rows) - write_feature_csv(str(csv_path), feature_rows) - manifest = { - "schema_version": 1, - "source": str(raw_path), - "count": len(feature_rows), - "jsonl_path": str(jsonl_path), - "csv_path": str(csv_path), - } - if extra_manifest: - manifest.update(extra_manifest) - write_json(manifest_path, manifest) - print(f"wrote {len(feature_rows)} feature rows to {jsonl_path}") - print(f"wrote CSV to {csv_path}") - return jsonl_path - - -def cmd_score(args: argparse.Namespace) -> None: - feature_path = Path(args.input) - out_dir = Path(args.out) / feature_path.parent.name - score_feature_file( - feature_path, - out_dir, - outcome_names=args.outcome or DEFAULT_OUTCOMES, - include_unmerged=args.include_unmerged, - ) - - -def score_feature_file( - feature_path: Path, - out_dir: Path, - outcome_names: List[str], - include_unmerged: bool, -) -> Path: - rows = load_raw_dataset(str(feature_path)) - scored_rows = score_feature_rows(rows) - out_dir.mkdir(parents=True, exist_ok=True) - scored_path = out_dir / "scored.jsonl" - write_jsonl(str(scored_path), scored_rows) - print(f"wrote scored rows to {scored_path}") - for outcome_name in outcome_names: - evaluation = evaluate_predictions( - scored_rows, outcome_name=outcome_name, merged_only=not include_unmerged - ) - suffix = f"_{outcome_name}" if len(outcome_names) > 1 else "" - eval_path = out_dir / f"evaluation{suffix}.json" - report_path = out_dir / f"evaluation{suffix}.md" - write_json(eval_path, evaluation) - report_path.write_text(markdown_report(evaluation), encoding="utf-8") - print(f"wrote evaluation to {eval_path}") - print(f"wrote markdown report to {report_path}") - return scored_path - - -def cmd_build(args: argparse.Namespace) -> None: - since = parse_since(args.since, args.months) - until = parse_until(args.until) - client = GitHubClient(sleep_seconds=args.sleep) - out_root = Path(args.out) - raw_root = out_root / "raw" - processed_root = out_root / "processed" - git_repo_by_slug = parse_git_repo_specs(args.git_repo or [], args.repo) - for repo_value in args.repo: - repo = RepoRef.parse(repo_value) - raw_path = backfill_repo(client, repo, raw_root, since, until, args) - git_reverts = None - manifest_extra: Dict[str, Any] = {} - if repo.slug in git_repo_by_slug: - git_path = git_repo_by_slug[repo.slug] - git_reverts = collect_git_reverts_by_pr(git_path, args.git_ref, since=since, until=until) - manifest_extra = { - "git_repo": git_path, - "git_ref": args.git_ref, - "git_revert_target_prs": len(git_reverts), - "git_revert_commits": sum(len(commits) for commits in git_reverts.values()), - } - features_path = build_features_file( - raw_path, - processed_root / repo.path_slug, - git_reverts_by_pr=git_reverts, - extra_manifest=manifest_extra, - ) - score_feature_file( - features_path, - processed_root / repo.path_slug, - outcome_names=args.outcome or DEFAULT_OUTCOMES, - include_unmerged=args.include_unmerged, - ) - - -def cmd_survey(args: argparse.Namespace) -> None: - since = parse_since(args.since, args.months) - until = parse_until(args.until) - repo = RepoRef.parse(args.repo) - client = GitHubClient() - created_query = created_search_query(since, until) - base_query = f"repo:{repo.slug} is:pr {created_query}".strip() - total = client.search_issues_count(base_query) - open_count = client.search_issues_count(f"{base_query} is:open") - merged_count = client.search_issues_count(f"{base_query} is:merged") - result: Dict[str, Any] = { - "repo": repo.slug, - "since": since.date().isoformat(), - "until": until.date().isoformat() if until else None, - "github": { - "total_prs": total, - "open_prs": open_count, - "merged_prs": merged_count, - "closed_unmerged_prs": max(total - open_count - merged_count, 0), - }, - } - if args.git_repo: - result["git"] = survey_git_history(args.git_repo, args.git_ref, since=since, until=until) - print(json.dumps(result, indent=2, sort_keys=True)) - - -def cmd_combine(args: argparse.Namespace) -> None: - combine_feature_files( - [Path(value) for value in args.input], - Path(args.out), - outcome_names=args.outcome or DEFAULT_OUTCOMES, - include_unmerged=args.include_unmerged, - dedupe=args.dedupe, - ) - - -def cmd_train(args: argparse.Namespace) -> None: - feature_path = Path(args.input) - out_dir = Path(args.out) / feature_path.parent.name - train_feature_file( - feature_path, - out_dir, - outcome_names=args.outcome or ["medium_outcome"], - include_unmerged=args.include_unmerged, - train_fraction=args.train_fraction, - validation_fraction=args.validation_fraction, - epochs=args.epochs, - learning_rate=args.learning_rate, - l2=args.l2, - class_balance=not args.no_class_balance, - feature_set=args.feature_set, - maturity_days=args.maturity_days, - ) - - -def cmd_apply_model(args: argparse.Namespace) -> None: - feature_path = Path(args.input) - model_path = Path(args.model) - out_dir = Path(args.out) / feature_path.parent.name - apply_model_file(feature_path, model_path, out_dir) - - -def cmd_score_pr(args: argparse.Namespace) -> None: - if not args.repo: - raise ValueError("--repo is required when GITHUB_REPOSITORY is not set") - repo = RepoRef.parse(args.repo) - result = score_pull_request( - repo=repo, - pr_number=args.pr, - history_paths=[Path(value) for value in args.history], - model_path=Path(args.model), - skip_reviews=args.skip_reviews, - git_repo=args.git_repo, - git_ref=args.git_ref, - ) - if args.out: - write_json(Path(args.out), result) - if args.summary_file: - Path(args.summary_file).write_text(result["markdown_summary"], encoding="utf-8") - elif os.environ.get("GITHUB_STEP_SUMMARY"): - Path(os.environ["GITHUB_STEP_SUMMARY"]).write_text(result["markdown_summary"], encoding="utf-8") - write_github_outputs(result) - print(result["markdown_summary"]) - - -def combine_feature_files( - input_paths: Sequence[Path], - out_dir: Path, - outcome_names: List[str], - include_unmerged: bool, - dedupe: bool = False, -) -> Path: - rows: List[Dict[str, Any]] = [] - for input_path in input_paths: - rows.extend(load_raw_dataset(str(input_path))) - if dedupe: - by_key: Dict[tuple[str, int], Dict[str, Any]] = {} - for row in rows: - by_key[(row.get("repo") or "", int(row.get("number") or 0))] = row - rows = sorted( - by_key.values(), - key=lambda row: ( - row.get("created_at") or "", - row.get("repo") or "", - int(row.get("number") or 0), - ), - reverse=True, - ) - out_dir.mkdir(parents=True, exist_ok=True) - feature_path = out_dir / "features.jsonl" - csv_path = out_dir / "features.csv" - write_jsonl(str(feature_path), rows) - write_feature_csv(str(csv_path), rows) - write_json( - out_dir / "manifest.json", - { - "schema_version": 1, - "sources": [str(path) for path in input_paths], - "count": len(rows), - "dedupe": dedupe, - "jsonl_path": str(feature_path), - "csv_path": str(csv_path), - }, - ) - print(f"wrote {len(rows)} combined feature rows to {feature_path}") - print(f"wrote CSV to {csv_path}") - score_feature_file(feature_path, out_dir, outcome_names, include_unmerged) - return feature_path - - -def train_feature_file( - feature_path: Path, - out_dir: Path, - outcome_names: List[str], - include_unmerged: bool, - train_fraction: float, - epochs: int, - learning_rate: float, - l2: float, - class_balance: bool, - validation_fraction: float = 0.1, - feature_set: str = DEFAULT_FEATURE_SET, - maturity_days: int = 0, -) -> List[Path]: - rows = load_raw_dataset(str(feature_path)) - out_dir.mkdir(parents=True, exist_ok=True) - model_paths: List[Path] = [] - canonical_set = canonical_feature_set(feature_set) - for outcome_name in outcome_names: - result = train_logistic_baseline( - rows, - outcome_name=outcome_name, - train_fraction=train_fraction, - validation_fraction=validation_fraction, - epochs=epochs, - learning_rate=learning_rate, - l2=l2, - class_balance=class_balance, - include_unmerged=include_unmerged, - feature_set=feature_set, - maturity_days=maturity_days, - ) - artifact_stem = ( - f"{canonical_set}_{outcome_name}" if canonical_set != DEFAULT_FEATURE_SET else outcome_name - ) - model_path = out_dir / f"model_{artifact_stem}.json" - eval_path = out_dir / f"model_evaluation_{artifact_stem}.json" - report_path = out_dir / f"model_{artifact_stem}.md" - modeled_path = out_dir / f"modeled_{artifact_stem}.jsonl" - write_json(model_path, result["model"]) - write_json( - eval_path, - { - "schema_version": 1, - "outcome_name": outcome_name, - "train_evaluation": result["train_evaluation"], - "validation_evaluation": result["validation_evaluation"], - "test_evaluation": result["test_evaluation"], - "all_evaluation": result["all_evaluation"], - }, - ) - report_path.write_text(logistic_markdown_report(result), encoding="utf-8") - write_jsonl(str(modeled_path), result["modeled_rows"]) - print(f"wrote logistic model to {model_path}") - print(f"wrote logistic evaluation to {eval_path}") - print(f"wrote logistic report to {report_path}") - print(f"wrote logistic scored rows to {modeled_path}") - model_paths.append(model_path) - return model_paths - - -def apply_model_file(feature_path: Path, model_path: Path, out_dir: Path) -> Path: - rows = load_raw_dataset(str(feature_path)) - model = json.loads(model_path.read_text(encoding="utf-8")) - modeled_rows = apply_serialized_logistic_model(rows, model) - out_dir.mkdir(parents=True, exist_ok=True) - stem = model_path.stem.removeprefix("model_") - modeled_path = out_dir / f"modeled_{stem}.jsonl" - manifest_path = out_dir / f"model_application_{stem}.json" - write_jsonl(str(modeled_path), modeled_rows) - write_json( - manifest_path, - { - "schema_version": 1, - "feature_path": str(feature_path), - "model_path": str(model_path), - "modeled_path": str(modeled_path), - "rows": len(modeled_rows), - "outcome_name": model.get("outcome_name"), - "feature_set": model.get("feature_set"), - "percentile_mode": model.get("percentile_mode"), - }, - ) - print(f"wrote modeled rows to {modeled_path}") - print(f"wrote model application manifest to {manifest_path}") - return modeled_path - - -def score_pull_request( - repo: RepoRef, - pr_number: int, - history_paths: Sequence[Path], - model_path: Path, - skip_reviews: bool = False, - git_repo: Optional[str] = None, - git_ref: str = "origin/master", - client: Optional[GitHubClient] = None, -) -> Dict[str, Any]: - client = client or GitHubClient() - current_row = fetch_pr_row(client, repo, pr_number, utc_now_iso(), skip_reviews=skip_reviews) - current_row["data_source"] = "github_api" - - historical_rows: List[Dict[str, Any]] = [] - for history_path in history_paths: - historical_rows.extend(load_raw_dataset(str(history_path))) - historical_rows = [ - row - for row in historical_rows - if row.get("repo") == repo.slug and int(row.get("number") or 0) != pr_number - ] - raw_rows = dedupe_raw_rows([*historical_rows, current_row]) - if len(raw_rows) <= 1: - raise ValueError("score-pr requires at least one historical PR row plus the current PR") - - git_reverts = None - if git_repo: - since, until = created_bounds(raw_rows) - git_reverts = collect_git_reverts_by_pr(git_repo, git_ref, since=since, until=until) - - feature_rows = build_feature_rows(raw_rows, git_reverts_by_pr=git_reverts) - model = json.loads(model_path.read_text(encoding="utf-8")) - modeled_rows = apply_serialized_logistic_model(feature_rows, model) - current = next( - ( - row - for row in modeled_rows - if row.get("repo") == repo.slug and int(row.get("number") or 0) == pr_number - ), - None, - ) - if not current: - raise ValueError(f"could not find modeled row for {repo.slug}#{pr_number}") - - result = { - "schema_version": 1, - "repo": repo.slug, - "number": pr_number, - "model_path": str(model_path), - "history_paths": [str(path) for path in history_paths], - "history_rows": len(raw_rows) - 1, - "model": { - "outcome_name": model.get("outcome_name"), - "feature_set": model.get("feature_set"), - "percentile_mode": model.get("percentile_mode"), - }, - "prediction": current.get("prediction") or {}, - "prediction_features": current.get("prediction_features") or {}, - "title": current.get("title"), - "html_url": current.get("html_url"), - "author": current.get("author"), - "created_at": current.get("created_at"), - } - result["markdown_summary"] = pr_risk_markdown_summary(result) - return result - - -def dedupe_raw_rows(rows: Sequence[Dict[str, Any]]) -> List[Dict[str, Any]]: - by_key: Dict[tuple[str, int], Dict[str, Any]] = {} - for row in rows: - if row.get("number") is None: - continue - key = (row.get("repo") or "", int(row["number"])) - by_key[key] = row - return sorted( - by_key.values(), - key=lambda row: ( - row.get("created_at") or "", - row.get("repo") or "", - int(row.get("number") or 0), - ), - ) - - -def created_bounds(rows: Sequence[Dict[str, Any]]) -> tuple[datetime, Optional[datetime]]: - values = [ - parse_github_time(row.get("created_at")) - for row in rows - if row.get("created_at") - ] - values = [value for value in values if value] - if not values: - now = datetime.now(timezone.utc) - return now - timedelta(days=365), now - return min(values), max(values) - - -def write_github_outputs(result: Dict[str, Any]) -> None: - output_path = os.environ.get("GITHUB_OUTPUT") - if not output_path: - return - prediction = result.get("prediction") or {} - with open(output_path, "a", encoding="utf-8") as handle: - handle.write( - f"risk_label={prediction.get('final_risk_label') or prediction.get('logistic_risk_label') or prediction.get('risk_label') or ''}\n" - ) - handle.write(f"final_risk_label={prediction.get('final_risk_label', '')}\n") - handle.write(f"final_risk_policy={prediction.get('final_risk_policy', '')}\n") - handle.write(f"logistic_risk_label={prediction.get('logistic_risk_label', '')}\n") - handle.write(f"rule_risk_label={prediction.get('risk_label', '')}\n") - handle.write(f"logistic_probability={prediction.get('logistic_probability', '')}\n") - handle.write(f"logistic_percentile_repo={prediction.get('logistic_percentile_repo', '')}\n") - handle.write(f"rule_percentile_repo={prediction.get('risk_percentile_repo', '')}\n") - - -def pr_risk_markdown_summary(result: Dict[str, Any]) -> str: - prediction = result.get("prediction") or {} - features = result.get("prediction_features") or {} - label = str( - prediction.get("final_risk_label") - or prediction.get("logistic_risk_label") - or prediction.get("risk_label") - or "unknown" - ) - probability = prediction.get("logistic_probability") - percentile = prediction.get("logistic_percentile_repo") - rule_percentile = prediction.get("risk_percentile_repo") - churn_percentile = prediction.get("churn_percentile_repo") - signals = prediction.get("signals") or [] - signal_names = [signal.get("name") for signal in signals if signal.get("name")] - - lines = [ - "# PR Risk Summary", - "", - f"- PR: [{result.get('repo')}#{result.get('number')}]({result.get('html_url')})", - f"- Title: {result.get('title')}", - f"- Risk label: `{label}`", - f"- Logistic risk label: `{prediction.get('logistic_risk_label', 'unknown')}`", - f"- Rule risk label: `{prediction.get('risk_label', 'unknown')}`", - f"- Final risk policy: `{prediction.get('final_risk_policy', 'n/a')}`", - f"- Logistic probability: `{format_optional_float(probability)}`", - f"- Logistic repo percentile: `{format_optional_float(percentile)}`", - f"- Rule repo percentile: `{format_optional_float(rule_percentile)}`", - f"- Churn repo percentile: `{format_optional_float(churn_percentile)}`", - f"- Historical rows used: `{result.get('history_rows')}`", - "", - "## Main Signals", - "", - ] - if signal_names: - for name in signal_names[:8]: - lines.append(f"- `{name}`") - else: - lines.append("- No rule-level risk signals fired.") - lines.extend( - [ - "", - "## Deterministic Features", - "", - f"- Changed lines: `{features.get('changed_lines', 0)}`", - f"- Files changed: `{features.get('file_count', 0)}`", - f"- Directories changed: `{features.get('directory_count', 0)}`", - f"- Max relative file churn: `{features.get('max_file_churn_ratio', 0)}`", - f"- Author touched-file ratio: `{features.get('author_touched_file_ratio', 0)}`", - f"- Prior bad outcomes on touched files: `{features.get('max_file_prior_bad_outcomes', 0)}`", - f"- Tests changed: `{features.get('tests_changed', False)}`", - f"- Code changed without test-path signal: `{features.get('code_changed_without_test_signal', False)}`", - "", - "> Experimental advisory signal only. This workflow should not block merges yet.", - "", - ] - ) - return "\n".join(lines) - - -def format_optional_float(value: Any) -> str: - if value is None or value == "": - return "n/a" - try: - return f"{float(value):.3f}" - except (TypeError, ValueError): - return str(value) - - -def parse_since(value: Optional[str], months: int) -> datetime: - if value: - parsed = datetime.strptime(value, "%Y-%m-%d") - return parsed.replace(tzinfo=timezone.utc) - return datetime.now(timezone.utc) - timedelta(days=months * 30) - - -def parse_until(value: Optional[str]) -> Optional[datetime]: - if not value: - return None - parsed = datetime.strptime(value, "%Y-%m-%d") - return parsed.replace(tzinfo=timezone.utc) + timedelta(days=1) - timedelta(microseconds=1) - - -def parse_git_repo_specs(specs: Sequence[str], repo_values: Sequence[str]) -> Dict[str, str]: - mapping: Dict[str, str] = {} - parsed_repos = [RepoRef.parse(value).slug for value in repo_values] - for spec in specs: - if "=" in spec: - slug, path = spec.split("=", 1) - mapping[RepoRef.parse(slug).slug] = path - elif len(parsed_repos) == 1: - mapping[parsed_repos[0]] = spec - else: - raise ValueError("--git-repo without owner/name=path is only allowed with one --repo") - return mapping - - -def created_search_query(since: datetime, until: Optional[datetime]) -> str: - since_value = since.date().isoformat() - if until: - return f"created:{since_value}..{until.date().isoformat()}" - return f"created:>={since_value}" - - -if __name__ == "__main__": - raise SystemExit(main()) diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/features.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/features.py deleted file mode 100644 index d50814aed..000000000 --- a/.github/actions/pr-risk-agent/src/risk_pr_agent/features.py +++ /dev/null @@ -1,1164 +0,0 @@ -"""Feature and outcome extraction for PR risk datasets.""" - -from __future__ import annotations - -import csv -import json -import math -import re -from collections import Counter, defaultdict -from datetime import datetime, timedelta -from pathlib import PurePosixPath -from typing import Any, DefaultDict, Dict, Iterable, Iterator, List, Optional, Sequence, Set, Tuple - -from .github import parse_github_time, read_jsonl - - -REVERT_SHA_RE = re.compile(r"\bthis reverts commit\s+([0-9a-f]{7,40})\b", re.IGNORECASE) -ISSUE_REF_RE = re.compile(r"(? List[Dict[str, Any]]: - """Build leakage-aware feature rows from normalized raw PR records.""" - - outcomes = infer_revert_outcomes(raw_rows, git_reverts_by_pr=git_reverts_by_pr) - rows_by_number = {int(row["number"]): row for row in raw_rows} - revert_events = _build_revert_events(raw_rows, outcomes) - bad_outcome_events = _build_bad_outcome_events(raw_rows, outcomes) - touch_events = _build_touch_events(raw_rows) - - sorted_rows = sorted(raw_rows, key=lambda row: row.get("created_at") or "") - revert_events.sort(key=lambda event: event[0]) - bad_outcome_events.sort(key=lambda event: event[0]) - touch_events.sort(key=lambda event: event[0]) - - file_touch_counts: DefaultDict[str, int] = defaultdict(int) - dir_touch_counts: DefaultDict[str, int] = defaultdict(int) - top_dir_touch_counts: DefaultDict[str, int] = defaultdict(int) - file_revert_counts: DefaultDict[str, int] = defaultdict(int) - dir_revert_counts: DefaultDict[str, int] = defaultdict(int) - file_bad_outcome_counts: DefaultDict[str, int] = defaultdict(int) - dir_bad_outcome_counts: DefaultDict[str, int] = defaultdict(int) - file_bad_outcome_times: DefaultDict[str, List[datetime]] = defaultdict(list) - dir_bad_outcome_times: DefaultDict[str, List[datetime]] = defaultdict(list) - file_estimated_sloc: DefaultDict[str, int] = defaultdict(int) - file_authors: DefaultDict[str, Set[str]] = defaultdict(set) - dir_authors: DefaultDict[str, Set[str]] = defaultdict(set) - top_dir_authors: DefaultDict[str, Set[str]] = defaultdict(set) - file_last_touched_at: Dict[str, datetime] = {} - file_touch_times: DefaultDict[str, List[datetime]] = defaultdict(list) - dir_touch_times: DefaultDict[str, List[datetime]] = defaultdict(list) - author_repo_touch_times: DefaultDict[str, List[datetime]] = defaultdict(list) - author_file_touch_counts: DefaultDict[Tuple[str, str], int] = defaultdict(int) - author_dir_touch_counts: DefaultDict[Tuple[str, str], int] = defaultdict(int) - author_top_dir_touch_counts: DefaultDict[Tuple[str, str], int] = defaultdict(int) - file_first_author: Dict[str, str] = {} - revert_event_index = 0 - bad_event_index = 0 - touch_event_index = 0 - feature_rows: List[Dict[str, Any]] = [] - - for row in sorted_rows: - created = parse_github_time(row.get("created_at")) - if created: - while revert_event_index < len(revert_events) and revert_events[revert_event_index][0] <= created: - _, event_files = revert_events[revert_event_index] - for path in event_files: - file_revert_counts[path] += 1 - dir_revert_counts[parent_dir(path)] += 1 - revert_event_index += 1 - while bad_event_index < len(bad_outcome_events) and bad_outcome_events[bad_event_index][0] < created: - event_time, event_files = bad_outcome_events[bad_event_index] - for path in event_files: - file_bad_outcome_counts[path] += 1 - dir_path = parent_dir(path) - dir_bad_outcome_counts[dir_path] += 1 - file_bad_outcome_times[path].append(event_time) - dir_bad_outcome_times[dir_path].append(event_time) - bad_event_index += 1 - while touch_event_index < len(touch_events) and touch_events[touch_event_index][0] < created: - event_time, event_author, event_files = touch_events[touch_event_index] - _apply_touch_event( - event_time, - event_author, - event_files, - file_touch_counts, - dir_touch_counts, - top_dir_touch_counts, - file_authors, - dir_authors, - top_dir_authors, - file_last_touched_at, - file_touch_times, - dir_touch_times, - author_repo_touch_times, - author_file_touch_counts, - author_dir_touch_counts, - author_top_dir_touch_counts, - file_first_author, - file_estimated_sloc, - ) - touch_event_index += 1 - - files = row.get("files") or [] - paths = [file_info.get("filename") for file_info in files if file_info.get("filename")] - file_summary = summarize_files(files) - relative_churn = summarize_relative_churn(files, file_estimated_sloc) - patch_summary = summarize_patch_signals(files) - review_summary = summarize_reviews(row.get("reviews") or []) - author = (row.get("author") or {}).get("login") or "" - history = summarize_history( - paths, - created, - author, - file_touch_counts, - dir_touch_counts, - top_dir_touch_counts, - file_revert_counts, - dir_revert_counts, - file_bad_outcome_counts, - dir_bad_outcome_counts, - file_bad_outcome_times, - dir_bad_outcome_times, - file_authors, - dir_authors, - top_dir_authors, - file_last_touched_at, - file_touch_times, - dir_touch_times, - author_repo_touch_times, - author_file_touch_counts, - author_dir_touch_counts, - author_top_dir_touch_counts, - file_first_author, - ) - source_type = classify_source_type(row) - prediction_features = { - "source_type": source_type, - **row.get("metrics", {}), - **file_summary, - **relative_churn, - **patch_summary, - **history, - **summarize_text(row), - } - - number = int(row["number"]) - outcome = outcomes[number] - outcome["review_requested_changes_count"] = review_summary["requested_changes"] - outcome["review_approval_count"] = review_summary["approved"] - outcome["review_comment_count"] = row.get("metrics", {}).get("review_comments", 0) - outcome["issue_comment_count"] = row.get("metrics", {}).get("comments", 0) - outcome["is_hotfix_like"] = is_hotfix_like(row) - outcome["weak_review_churn"] = bool( - outcome["review_requested_changes_count"] >= 2 - or outcome["review_comment_count"] >= 10 - or (row.get("metrics", {}).get("commits", 0) or 0) >= 10 - ) - - feature_rows.append( - { - "schema_version": 1, - "repo": row.get("repo"), - "data_source": row.get("data_source"), - "number": number, - "html_url": row.get("html_url"), - "title": row.get("title") or "", - "author": author, - "created_at": row.get("created_at"), - "merged_at": row.get("merged_at"), - "closed_at": row.get("closed_at"), - "prediction_features": prediction_features, - "outcomes": outcome, - } - ) - - return sorted(feature_rows, key=lambda row: row["created_at"] or "", reverse=True) - - -def infer_revert_outcomes( - raw_rows: Sequence[Dict[str, Any]], - git_reverts_by_pr: Optional[Dict[int, List[Dict[str, Any]]]] = None, -) -> Dict[int, Dict[str, Any]]: - rows_by_number = {int(row["number"]): row for row in raw_rows} - sha_to_number: Dict[str, int] = {} - title_to_number: Dict[str, int] = {} - for row in raw_rows: - number = int(row["number"]) - for sha in [row.get("merge_commit_sha"), (row.get("head") or {}).get("sha")]: - if sha: - sha_to_number[sha.lower()] = number - normalized_title = normalize_title(row.get("title") or "") - if normalized_title: - title_to_number.setdefault(normalized_title, number) - - reverted_by: DefaultDict[int, List[int]] = defaultdict(list) - followup_fix_by: DefaultDict[int, List[int]] = defaultdict(list) - followup_fix_strict_by: DefaultDict[int, List[int]] = defaultdict(list) - for row in raw_rows: - number = int(row["number"]) - if not is_revert_pr(row): - continue - for target in extract_revert_targets(row, rows_by_number, sha_to_number, title_to_number): - if target != number and target in rows_by_number: - reverted_by[target].append(number) - - for row in raw_rows: - number = int(row["number"]) - if not is_followup_fix_pr(row): - continue - for target in extract_referenced_pr_numbers(row, rows_by_number): - target_row = rows_by_number[target] - if target != number and is_later_pr(row, target_row): - followup_fix_by[target].append(number) - if is_strict_followup_fix(row, target_row): - followup_fix_strict_by[target].append(number) - - outcomes: Dict[int, Dict[str, Any]] = {} - for row in raw_rows: - number = int(row["number"]) - is_merged = bool(row.get("merged_at")) - is_revert = is_revert_pr(row) - target_prs = sorted(set(reverted_by.get(number, []))) - followup_prs = sorted(set(followup_fix_by.get(number, []))) - strict_followup_prs = sorted(set(followup_fix_strict_by.get(number, []))) - git_commits = sorted( - git_reverts_by_pr.get(number, []) if git_reverts_by_pr else [], - key=lambda item: (item.get("committed_at") or "", item.get("sha") or ""), - ) - outcomes[number] = { - "is_merged": is_merged, - "is_revert_pr": is_revert, - "reverted_by_prs": target_prs, - "git_reverted_by_commits": git_commits, - "followup_fix_by_prs": followup_prs, - "followup_fix_strict_by_prs": strict_followup_prs, - "has_revert_outcome": bool(target_prs or git_commits), - "strong_outcome": bool(target_prs or git_commits), - "medium_outcome": bool(target_prs or git_commits or followup_prs), - "medium_outcome_strict": bool(target_prs or git_commits or strict_followup_prs), - } - return outcomes - - -def summarize_files(files: Sequence[Dict[str, Any]]) -> Dict[str, Any]: - paths = [file_info.get("filename") for file_info in files if file_info.get("filename")] - changes_by_file = [int(file_info.get("changes") or 0) for file_info in files] - extensions = sorted({extension(path) for path in paths if extension(path)}) - languages = sorted({LANGUAGE_BY_EXTENSION[ext] for ext in extensions if ext in LANGUAGE_BY_EXTENSION}) - directories = sorted({parent_dir(path) for path in paths}) - top_dirs = sorted({top_level_dir(path) for path in paths if top_level_dir(path)}) - - counts = Counter(classify_path(path) for path in paths) - sensitive_counts = Counter(area for path in paths for area in classify_sensitive_areas(path)) - status_counts = Counter((file_info.get("status") or "").lower() for file_info in files) - code_files = counts["code"] - test_files = counts["test"] - docs_files = counts["docs"] - generated_files = counts["generated"] - lockfile_files = counts["lockfile"] - migration_files = counts["migration"] - ci_deploy_files = counts["ci_deploy"] - config_files = counts["config"] - auth_permission_files = counts["auth_permission"] - public_api_files = counts["public_api"] - - file_count = len(paths) - new_file_count = status_counts["added"] - non_docs_generated = file_count - docs_files - generated_files - non_test_generated_docs = file_count - test_files - docs_files - generated_files - changed_lines = sum(changes_by_file) - added_lines = sum(int(file_info.get("additions") or 0) for file_info in files) - deleted_lines = sum(int(file_info.get("deletions") or 0) for file_info in files) - sensitive_file_count = sum(1 for path in paths if classify_sensitive_areas(path)) - - return { - "file_count": file_count, - "changed_lines": changed_lines, - "added_lines": added_lines, - "deleted_lines": deleted_lines, - "deleted_line_ratio": round(deleted_lines / changed_lines, 4) if changed_lines else 0.0, - "directory_count": len(directories), - "top_level_directory_count": len(top_dirs), - "extension_count": len(extensions), - "language_count": len(languages), - "extensions": extensions, - "languages": languages, - "top_level_dirs": top_dirs, - "entropy_of_change": round(entropy(changes_by_file), 4), - "new_file_count": new_file_count, - "removed_file_count": status_counts["removed"], - "renamed_file_count": status_counts["renamed"], - "modified_file_count": status_counts["modified"], - "new_file_ratio": round(new_file_count / file_count, 4) if file_count else 0.0, - "only_new_files": bool(file_count and new_file_count == file_count), - "code_file_count": code_files, - "test_file_count": test_files, - "docs_file_count": docs_files, - "generated_file_count": generated_files, - "lockfile_count": lockfile_files, - "migration_file_count": migration_files, - "ci_deploy_file_count": ci_deploy_files, - "config_file_count": config_files, - "auth_permission_file_count": auth_permission_files, - "public_api_file_count": public_api_files, - "sensitive_file_count": sensitive_file_count, - "sensitive_area_count": len(sensitive_counts), - "db_or_storage_changed": bool(sensitive_counts["db_storage"]), - "ingest_or_pipeline_changed": bool(sensitive_counts["ingest_pipeline"]), - "billing_or_quota_changed": bool(sensitive_counts["billing_quota"]), - "security_or_privacy_changed": bool(sensitive_counts["security_privacy"]), - "ownership_or_org_changed": bool(sensitive_counts["ownership_org"]), - "sensitive_area_changed": bool(sensitive_counts), - "docs_only": bool(file_count and non_docs_generated <= 0), - "generated_only": bool(file_count and generated_files == file_count), - "tests_only": bool(file_count and non_test_generated_docs <= 0 and test_files > 0), - "tests_changed": bool(test_files), - "code_changed_without_test_signal": bool(code_files and not test_files), - "lockfile_changed": bool(lockfile_files), - "migration_changed": bool(migration_files), - "ci_or_deploy_changed": bool(ci_deploy_files), - "config_or_env_changed": bool(config_files), - "auth_or_permission_changed": bool(auth_permission_files), - "public_api_changed": bool(public_api_files), - } - - -def summarize_relative_churn( - files: Sequence[Dict[str, Any]], - file_estimated_sloc: Dict[str, int], -) -> Dict[str, Any]: - ratios: List[float] = [] - known_base_sloc = 0 - known_base_churn = 0 - known_file_count = 0 - new_file_count = 0 - - for file_info in files: - path = file_info.get("filename") - if not path: - continue - previous_path = file_info.get("previous_filename") - status = (file_info.get("status") or "").lower() - changes = int(file_info.get("changes") or 0) - if not changes: - changes = int(file_info.get("additions") or 0) + int(file_info.get("deletions") or 0) - base_sloc = file_estimated_sloc.get(path, 0) - if not base_sloc and previous_path: - base_sloc = file_estimated_sloc.get(previous_path, 0) - if status == "added" and base_sloc <= 0: - new_file_count += 1 - ratios.append(1.0 if changes else 0.0) - continue - if base_sloc > 0: - ratio = changes / base_sloc - ratios.append(max(ratio, 0.0)) - known_base_sloc += base_sloc - known_base_churn += changes - known_file_count += 1 - else: - ratios.append(0.0) - - return { - "max_file_churn_ratio": round(max(ratios or [0.0]), 4), - "avg_file_churn_ratio": round(sum(ratios) / len(ratios), 4) if ratios else 0.0, - "sum_churn_over_base_sloc": round(known_base_churn / known_base_sloc, 4) - if known_base_sloc - else 0.0, - "known_prior_file_size_count": known_file_count, - "new_file_relative_churn_count": new_file_count, - "large_relative_churn": bool(ratios and max(ratios) >= 0.5), - } - - -def summarize_patch_signals(files: Sequence[Dict[str, Any]]) -> Dict[str, Any]: - patch_available_count = 0 - comment_only_file_count = 0 - whitespace_only_file_count = 0 - touches_error_handling = False - touches_async_or_concurrency = False - touches_serialization = False - touches_data_deletion = False - changed_patch_line_count = 0 - - for file_info in files: - patch = file_info.get("patch") or "" - if not patch: - continue - patch_available_count += 1 - changed_lines = patch_changed_lines(patch) - changed_patch_line_count += len(changed_lines) - normalized_lines = [line.strip() for line in changed_lines] - non_empty_lines = [line for line in normalized_lines if line] - if changed_lines and not non_empty_lines: - whitespace_only_file_count += 1 - if non_empty_lines and all(is_comment_like_line(line) for line in non_empty_lines): - comment_only_file_count += 1 - changed_text = "\n".join(changed_lines) - touches_error_handling = touches_error_handling or bool(ERROR_HANDLING_RE.search(changed_text)) - touches_async_or_concurrency = touches_async_or_concurrency or bool( - ASYNC_CONCURRENCY_RE.search(changed_text) - ) - touches_serialization = touches_serialization or bool(SERIALIZATION_RE.search(changed_text)) - touches_data_deletion = touches_data_deletion or bool(DATA_DELETION_RE.search(changed_text)) - - return { - "patch_available_count": patch_available_count, - "changed_patch_line_count": changed_patch_line_count, - "comment_only_file_count": comment_only_file_count, - "whitespace_only_file_count": whitespace_only_file_count, - "comment_only": bool(patch_available_count and comment_only_file_count == patch_available_count), - "whitespace_only": bool(patch_available_count and whitespace_only_file_count == patch_available_count), - "touches_error_handling": touches_error_handling, - "touches_async_or_concurrency": touches_async_or_concurrency, - "touches_serialization": touches_serialization, - "touches_data_deletion": touches_data_deletion, - } - - -def summarize_reviews(reviews: Sequence[Dict[str, Any]]) -> Dict[str, int]: - states = Counter((review.get("state") or "").upper() for review in reviews) - return { - "approved": states["APPROVED"], - "changes_requested": states["CHANGES_REQUESTED"], - "commented": states["COMMENTED"], - "dismissed": states["DISMISSED"], - "requested_changes": states["CHANGES_REQUESTED"], - } - - -def summarize_history( - paths: Sequence[str], - created: Optional[datetime], - author: str, - file_touch_counts: Dict[str, int], - dir_touch_counts: Dict[str, int], - top_dir_touch_counts: Dict[str, int], - file_revert_counts: Dict[str, int], - dir_revert_counts: Dict[str, int], - file_bad_outcome_counts: Dict[str, int], - dir_bad_outcome_counts: Dict[str, int], - file_bad_outcome_times: Dict[str, List[datetime]], - dir_bad_outcome_times: Dict[str, List[datetime]], - file_authors: Dict[str, Set[str]], - dir_authors: Dict[str, Set[str]], - top_dir_authors: Dict[str, Set[str]], - file_last_touched_at: Dict[str, datetime], - file_touch_times: Dict[str, List[datetime]], - dir_touch_times: Dict[str, List[datetime]], - author_repo_touch_times: Dict[str, List[datetime]], - author_file_touch_counts: Dict[Tuple[str, str], int], - author_dir_touch_counts: Dict[Tuple[str, str], int], - author_top_dir_touch_counts: Dict[Tuple[str, str], int], - file_first_author: Dict[str, str], -) -> Dict[str, Any]: - dirs = [parent_dir(path) for path in paths] - unique_dirs = sorted(set(dirs)) - top_dirs = [top_level_dir(path) for path in paths if top_level_dir(path)] - previous_file_authors = [len(file_authors[path]) for path in paths] - previous_dir_authors = [len(dir_authors[path]) for path in dirs] - prior_file_days = days_since_last_touch(paths, created, file_last_touched_at) - author_recent_cutoff = created - RECENT_EXPERIENCE_WINDOW if created else None - author_repo_times = author_repo_touch_times.get(author, []) - author_recent_prs = ( - sum(1 for touched_at in author_repo_times if touched_at >= author_recent_cutoff) - if author_recent_cutoff - else 0 - ) - file_recent_counts = recent_touch_counts(paths, created, file_touch_times) - dir_recent_counts = recent_touch_counts(dirs, created, dir_touch_times) - file_bad_counts_90d = recent_touch_counts( - paths, - created, - file_bad_outcome_times, - window=BAD_OUTCOME_WINDOWS["90d"], - ) - dir_bad_counts_90d = recent_touch_counts( - dirs, - created, - dir_bad_outcome_times, - window=BAD_OUTCOME_WINDOWS["90d"], - ) - file_bad_counts_365d = recent_touch_counts( - paths, - created, - file_bad_outcome_times, - window=BAD_OUTCOME_WINDOWS["365d"], - ) - dir_bad_counts_365d = recent_touch_counts( - dirs, - created, - dir_bad_outcome_times, - window=BAD_OUTCOME_WINDOWS["365d"], - ) - author_created_file_count = sum( - 1 for path in paths if file_first_author.get(path) and file_first_author.get(path) == author - ) - author_file_prior_values = [author_file_touch_counts[(author, path)] for path in paths] - author_dir_prior_values = [author_dir_touch_counts[(author, path)] for path in dirs] - author_touched_file_count = sum(1 for value in author_file_prior_values if value > 0) - author_touched_dir_count = sum( - 1 for path in unique_dirs if author_dir_touch_counts[(author, path)] > 0 - ) - sum_file_prior_prs = sum(file_touch_counts[path] for path in paths) - sum_dir_prior_prs = sum(dir_touch_counts[path] for path in dirs) - author_sum_file_prior_prs = sum(author_file_prior_values) - author_sum_dir_prior_prs = sum(author_dir_prior_values) - return { - "max_file_prior_prs": max([file_touch_counts[path] for path in paths] or [0]), - "sum_file_prior_prs": sum_file_prior_prs, - "max_dir_prior_prs": max([dir_touch_counts[path] for path in dirs] or [0]), - "sum_dir_prior_prs": sum_dir_prior_prs, - "max_top_level_dir_prior_prs": max([top_dir_touch_counts[path] for path in top_dirs] or [0]), - "sum_top_level_dir_prior_prs": sum(top_dir_touch_counts[path] for path in top_dirs), - "max_file_prior_reverts": max([file_revert_counts[path] for path in paths] or [0]), - "sum_file_prior_reverts": sum(file_revert_counts[path] for path in paths), - "max_dir_prior_reverts": max([dir_revert_counts[path] for path in dirs] or [0]), - "sum_dir_prior_reverts": sum(dir_revert_counts[path] for path in dirs), - "max_file_prior_bad_outcomes": max([file_bad_outcome_counts[path] for path in paths] or [0]), - "sum_file_prior_bad_outcomes": sum(file_bad_outcome_counts[path] for path in paths), - "max_dir_prior_bad_outcomes": max([dir_bad_outcome_counts[path] for path in dirs] or [0]), - "sum_dir_prior_bad_outcomes": sum(dir_bad_outcome_counts[path] for path in dirs), - "max_file_prior_bad_outcomes_90d": max(file_bad_counts_90d or [0]), - "sum_file_prior_bad_outcomes_90d": sum(file_bad_counts_90d), - "max_dir_prior_bad_outcomes_90d": max(dir_bad_counts_90d or [0]), - "sum_dir_prior_bad_outcomes_90d": sum(dir_bad_counts_90d), - "max_file_prior_bad_outcomes_365d": max(file_bad_counts_365d or [0]), - "sum_file_prior_bad_outcomes_365d": sum(file_bad_counts_365d), - "max_dir_prior_bad_outcomes_365d": max(dir_bad_counts_365d or [0]), - "sum_dir_prior_bad_outcomes_365d": sum(dir_bad_counts_365d), - "max_file_prior_authors": max(previous_file_authors or [0]), - "sum_file_prior_authors": sum(previous_file_authors), - "max_dir_prior_authors": max(previous_dir_authors or [0]), - "sum_dir_prior_authors": sum(previous_dir_authors), - "max_top_level_dir_prior_authors": max([len(top_dir_authors[path]) for path in top_dirs] or [0]), - "sum_top_level_dir_prior_authors": sum(len(top_dir_authors[path]) for path in top_dirs), - "min_file_days_since_last_change": min(prior_file_days or [0]), - "avg_file_days_since_last_change": round(sum(prior_file_days) / len(prior_file_days), 4) - if prior_file_days - else 0.0, - "max_file_days_since_last_change": max(prior_file_days or [0]), - "max_file_prior_prs_90d": max(file_recent_counts or [0]), - "sum_file_prior_prs_90d": sum(file_recent_counts), - "max_dir_prior_prs_90d": max(dir_recent_counts or [0]), - "sum_dir_prior_prs_90d": sum(dir_recent_counts), - "author_repo_prior_prs": len(author_repo_times), - "author_repo_recent_prs_90d": author_recent_prs, - "author_max_file_prior_prs": max([author_file_touch_counts[(author, path)] for path in paths] or [0]), - "author_sum_file_prior_prs": author_sum_file_prior_prs, - "author_max_dir_prior_prs": max([author_dir_touch_counts[(author, path)] for path in dirs] or [0]), - "author_sum_dir_prior_prs": author_sum_dir_prior_prs, - "author_max_top_level_dir_prior_prs": max( - [author_top_dir_touch_counts[(author, path)] for path in top_dirs] or [0] - ), - "author_sum_top_level_dir_prior_prs": sum( - author_top_dir_touch_counts[(author, path)] for path in top_dirs - ), - "author_touched_file_count": author_touched_file_count, - "author_touched_file_ratio": round(author_touched_file_count / len(paths), 4) if paths else 0.0, - "author_touched_dir_count": author_touched_dir_count, - "author_touched_dir_ratio": round(author_touched_dir_count / len(unique_dirs), 4) - if unique_dirs - else 0.0, - "author_file_experience_share": round(author_sum_file_prior_prs / sum_file_prior_prs, 4) - if sum_file_prior_prs - else 0.0, - "author_dir_experience_share": round(author_sum_dir_prior_prs / sum_dir_prior_prs, 4) - if sum_dir_prior_prs - else 0.0, - "author_created_file_count": author_created_file_count, - "author_created_file_ratio": round(author_created_file_count / len(paths), 4) if paths else 0.0, - } - - -def summarize_text(row: Dict[str, Any]) -> Dict[str, Any]: - title = (row.get("title") or "").lower() - body = (row.get("body") or "").lower() - text = f"{title}\n{body}" - return { - "title_fix_like": bool(FOLLOWUP_FIX_RE.search(title)), - "title_revert_like": title.strip().startswith("revert"), - "title_refactor_like": bool(re.search(r"\b(refactor|cleanup|clean up|rename|move)\b", title)), - "body_has_test_plan": bool(re.search(r"\b(test plan|tests?|verified|validation)\b", body)), - "body_says_no_tests": bool(re.search(r"\b(no tests?|not tested|without tests?)\b", body)), - "hotfix_like_text": is_hotfix_like(row), - "references_other_pr": bool(ISSUE_REF_RE.search(text)), - } - - -def patch_changed_lines(patch: str) -> List[str]: - lines: List[str] = [] - for line in patch.splitlines(): - if not line: - continue - if line.startswith("+++") or line.startswith("---"): - continue - if line[0] not in {"+", "-"}: - continue - lines.append(line[1:]) - return lines - - -def is_comment_like_line(line: str) -> bool: - stripped = line.strip() - if not stripped: - return True - comment_prefixes = ("#", "//", "/*", "*", "*/", "", "--") - if stripped.startswith(comment_prefixes): - return True - if stripped.startswith(('"""', "'''")) or stripped.endswith(('"""', "'''")): - return True - return False - - -def classify_path(path: str) -> str: - normalized = path.lower() - name = PurePosixPath(normalized).name - parts = set(PurePosixPath(normalized).parts) - ext = extension(normalized) - - if name in LOCKFILES: - return "lockfile" - if "migrations" in parts or "migration" in parts or "alembic" in parts: - return "migration" - if normalized.startswith(".github/workflows/") or ".circleci" in parts or ".buildkite" in parts: - return "ci_deploy" - if "docs" in parts or ext in DOC_EXTENSIONS or name in {"readme", "changelog", "license"}: - return "docs" - if "generated" in parts or "vendor" in parts or normalized.endswith(".generated.ts"): - return "generated" - if is_test_path(normalized): - return "test" - if any(token in normalized for token in ["auth", "permission", "rbac", "oauth", "token", "session"]): - return "auth_permission" - if any(token in normalized for token in ["openapi", "graphql", "schema", "proto"]): - return "public_api" - if ext in CONFIG_EXTENSIONS or "config" in parts or name.startswith(".env"): - return "config" - if ext in CODE_EXTENSIONS: - return "code" - return "other" - - -def classify_sensitive_areas(path: str) -> Set[str]: - normalized = path.lower() - parts = set(PurePosixPath(normalized).parts) - areas: Set[str] = set() - if any(token in normalized for token in ["auth", "permission", "rbac", "oauth", "token", "session"]): - areas.add("security_privacy") - if any(token in normalized for token in ["privacy", "security", "sso", "saml", "twofactor", "2fa"]): - areas.add("security_privacy") - if any(token in normalized for token in ["billing", "subscription", "payment", "invoice", "quota"]): - areas.add("billing_quota") - if any(token in normalized for token in ["rate_limit", "ratelimit", "usage", "plan"]): - areas.add("billing_quota") - if any(token in normalized for token in ["ingest", "relay", "snuba", "kafka", "consumer", "pipeline"]): - areas.add("ingest_pipeline") - if any(token in normalized for token in ["database", "postgres", "redis", "storage", "search", "index"]): - areas.add("db_storage") - if "migrations" in parts or "migration" in parts or "alembic" in parts: - areas.add("db_storage") - if any(token in normalized for token in ["organization", "member", "team", "project", "owner"]): - areas.add("ownership_org") - return areas - - -def classify_source_type(row: Dict[str, Any]) -> str: - author = row.get("author") or {} - login = (author.get("login") or "").lower() - user_type = (author.get("type") or "").lower() - text = f"{row.get('title') or ''}\n{row.get('body') or ''}\n{(row.get('head') or {}).get('ref') or ''}".lower() - - if "dependabot" in login or "renovate" in login: - return "dependency_bot" - if user_type == "bot" or login.endswith("[bot]"): - return "bot" - if any(token in text for token in ["codemod", "mechanical change", "bulk update"]): - return "codemod" - if any(token in text for token in ["ai-generated", "generated by copilot", "generated by ai"]): - return "ai_generated" - return "human" - - -def is_revert_pr(row: Dict[str, Any]) -> bool: - title = (row.get("title") or "").strip().lower() - body = (row.get("body") or "").lower() - labels = " ".join((label.get("name") or "") for label in row.get("labels", [])).lower() - return title.startswith("revert") or "this reverts commit" in body or "revert" in labels - - -def is_hotfix_like(row: Dict[str, Any]) -> bool: - text = " ".join( - [ - row.get("title") or "", - row.get("body") or "", - " ".join((label.get("name") or "") for label in row.get("labels", [])), - ] - ).lower() - return any(token in text for token in ["hotfix", "regression", "rollback", "roll back", "fix forward"]) - - -def is_followup_fix_pr(row: Dict[str, Any]) -> bool: - if not row.get("merged_at"): - return False - text = " ".join( - [ - row.get("title") or "", - row.get("body") or "", - " ".join((label.get("name") or "") for label in row.get("labels", [])), - ] - ) - return bool(FOLLOWUP_FIX_RE.search(text)) - - -def extract_revert_targets( - row: Dict[str, Any], - rows_by_number: Dict[int, Dict[str, Any]], - sha_to_number: Dict[str, int], - title_to_number: Dict[str, int], -) -> Set[int]: - targets: Set[int] = set() - text = f"{row.get('title') or ''}\n{row.get('body') or ''}" - for match in REVERT_SHA_RE.finditer(text): - sha = match.group(1).lower() - if sha in sha_to_number: - targets.add(sha_to_number[sha]) - targets.update(extract_referenced_pr_numbers(row, rows_by_number)) - for quoted in QUOTED_TEXT_RE.findall(text): - normalized = normalize_title(quoted) - if normalized in title_to_number: - targets.add(title_to_number[normalized]) - return targets - - -def extract_referenced_pr_numbers( - row: Dict[str, Any], rows_by_number: Dict[int, Dict[str, Any]] -) -> Set[int]: - text = f"{row.get('title') or ''}\n{row.get('body') or ''}" - targets: Set[int] = set() - for match in ISSUE_REF_RE.finditer(text): - number = int(match.group(1)) - if number in rows_by_number: - targets.add(number) - return targets - - -def is_later_pr(candidate: Dict[str, Any], target: Dict[str, Any]) -> bool: - candidate_created = parse_github_time(candidate.get("created_at")) - target_created = parse_github_time(target.get("created_at")) - if not candidate_created or not target_created: - return False - return candidate_created > target_created - - -def is_strict_followup_fix(candidate: Dict[str, Any], target: Dict[str, Any]) -> bool: - candidate_created = parse_github_time(candidate.get("created_at")) - target_created = parse_github_time(target.get("created_at")) - if not candidate_created or not target_created: - return False - if candidate_created - target_created > FOLLOWUP_FIX_STRICT_WINDOW: - return False - candidate_paths = { - file_info.get("filename") - for file_info in candidate.get("files", []) - if file_info.get("filename") - } - target_paths = { - file_info.get("filename") - for file_info in target.get("files", []) - if file_info.get("filename") - } - if candidate_paths & target_paths: - return True - candidate_dirs = {parent_dir(path) for path in candidate_paths if parent_dir(path)} - target_dirs = {parent_dir(path) for path in target_paths if parent_dir(path)} - return bool(candidate_dirs & target_dirs) - - -def normalize_title(value: str) -> str: - return re.sub(r"\s+", " ", value.strip().lower()) - - -def entropy(values: Sequence[int]) -> float: - total = sum(value for value in values if value > 0) - if total <= 0: - return 0.0 - result = 0.0 - for value in values: - if value <= 0: - continue - probability = value / total - result -= probability * math.log2(probability) - return result - - -def extension(path: str) -> str: - return PurePosixPath(path).suffix.lower() - - -def parent_dir(path: str) -> str: - parent = str(PurePosixPath(path).parent) - return "" if parent == "." else parent - - -def top_level_dir(path: str) -> str: - parts = PurePosixPath(path).parts - return parts[0] if len(parts) > 1 else "" - - -def is_test_path(path: str) -> bool: - parts = set(PurePosixPath(path).parts) - name = PurePosixPath(path).name - return ( - "test" in parts - or "tests" in parts - or "__tests__" in parts - or name.startswith("test_") - or name.endswith("_test.go") - or name.endswith("_test.py") - or name.endswith(".test.ts") - or name.endswith(".test.tsx") - or name.endswith(".spec.ts") - or name.endswith(".spec.tsx") - ) - - -def days_since_last_touch( - paths: Sequence[str], - created: Optional[datetime], - file_last_touched_at: Dict[str, datetime], -) -> List[float]: - if not created: - return [] - result: List[float] = [] - for path in paths: - touched_at = file_last_touched_at.get(path) - if not touched_at: - continue - result.append(max((created - touched_at).total_seconds() / 86400.0, 0.0)) - return result - - -def recent_touch_counts( - paths: Sequence[str], - created: Optional[datetime], - touch_times_by_path: Dict[str, List[datetime]], - window: timedelta = RECENT_EXPERIENCE_WINDOW, -) -> List[int]: - if not created: - return [0 for _ in paths] - cutoff = created - window - return [ - sum(1 for touched_at in touch_times_by_path.get(path, []) if touched_at >= cutoff) - for path in paths - ] - - -def _build_touch_events(raw_rows: Sequence[Dict[str, Any]]) -> List[Tuple[datetime, str, List[Dict[str, Any]]]]: - events: List[Tuple[datetime, str, List[Dict[str, Any]]]] = [] - for row in raw_rows: - merged_at = parse_github_time(row.get("merged_at")) - if not merged_at: - continue - files = [file_info for file_info in row.get("files", []) if file_info.get("filename")] - if not files: - continue - author = (row.get("author") or {}).get("login") or "" - events.append((merged_at, author, files)) - return events - - -def _apply_touch_event( - event_time: datetime, - author: str, - files: Sequence[Dict[str, Any]], - file_touch_counts: DefaultDict[str, int], - dir_touch_counts: DefaultDict[str, int], - top_dir_touch_counts: DefaultDict[str, int], - file_authors: DefaultDict[str, Set[str]], - dir_authors: DefaultDict[str, Set[str]], - top_dir_authors: DefaultDict[str, Set[str]], - file_last_touched_at: Dict[str, datetime], - file_touch_times: DefaultDict[str, List[datetime]], - dir_touch_times: DefaultDict[str, List[datetime]], - author_repo_touch_times: DefaultDict[str, List[datetime]], - author_file_touch_counts: DefaultDict[Tuple[str, str], int], - author_dir_touch_counts: DefaultDict[Tuple[str, str], int], - author_top_dir_touch_counts: DefaultDict[Tuple[str, str], int], - file_first_author: Dict[str, str], - file_estimated_sloc: DefaultDict[str, int], -) -> None: - author_repo_touch_times[author].append(event_time) - touched_files: Set[str] = set() - touched_dirs: Set[str] = set() - touched_top_dirs: Set[str] = set() - for file_info in files: - path = file_info.get("filename") - if not path: - continue - touched_files.add(path) - touched_dirs.add(parent_dir(path)) - top_dir = top_level_dir(path) - if top_dir: - touched_top_dirs.add(top_dir) - if (file_info.get("status") or "").lower() == "added": - file_first_author.setdefault(path, author) - - for path in touched_files: - file_touch_counts[path] += 1 - file_authors[path].add(author) - file_last_touched_at[path] = event_time - file_touch_times[path].append(event_time) - author_file_touch_counts[(author, path)] += 1 - for path in touched_dirs: - dir_touch_counts[path] += 1 - dir_authors[path].add(author) - dir_touch_times[path].append(event_time) - author_dir_touch_counts[(author, path)] += 1 - for path in touched_top_dirs: - top_dir_touch_counts[path] += 1 - top_dir_authors[path].add(author) - author_top_dir_touch_counts[(author, path)] += 1 - update_estimated_file_sizes(files, file_estimated_sloc) - - -def update_estimated_file_sizes( - files: Sequence[Dict[str, Any]], - file_estimated_sloc: DefaultDict[str, int], -) -> None: - for file_info in files: - path = file_info.get("filename") - if not path: - continue - status = (file_info.get("status") or "").lower() - previous_path = file_info.get("previous_filename") - if previous_path and previous_path in file_estimated_sloc and path not in file_estimated_sloc: - file_estimated_sloc[path] = file_estimated_sloc[previous_path] - base_sloc = file_estimated_sloc.get(path, 0) - additions = int(file_info.get("additions") or 0) - deletions = int(file_info.get("deletions") or 0) - if status == "removed": - file_estimated_sloc[path] = 0 - elif status == "added" and base_sloc <= 0: - file_estimated_sloc[path] = max(additions - deletions, 0) - else: - file_estimated_sloc[path] = max(base_sloc + additions - deletions, 0) - - -def _build_revert_events( - raw_rows: Sequence[Dict[str, Any]], outcomes: Dict[int, Dict[str, Any]] -) -> List[Tuple[datetime, List[str]]]: - rows_by_number = {int(row["number"]): row for row in raw_rows} - events: List[Tuple[datetime, List[str]]] = [] - for number, outcome in outcomes.items(): - reverter_numbers = outcome.get("reverted_by_prs") or [] - git_revert_commits = outcome.get("git_reverted_by_commits") or [] - if not reverter_numbers and not git_revert_commits: - continue - event_times = [ - parse_github_time(rows_by_number[reverter].get("created_at")) - for reverter in reverter_numbers - if reverter in rows_by_number - ] - event_times.extend( - parse_github_time(commit.get("committed_at")) - for commit in git_revert_commits - if commit.get("committed_at") - ) - event_times = [value for value in event_times if value] - if not event_times: - continue - files = [ - file_info.get("filename") - for file_info in rows_by_number[number].get("files", []) - if file_info.get("filename") - ] - events.append((min(event_times), files)) - return events - - -def _build_bad_outcome_events( - raw_rows: Sequence[Dict[str, Any]], outcomes: Dict[int, Dict[str, Any]] -) -> List[Tuple[datetime, List[str]]]: - rows_by_number = {int(row["number"]): row for row in raw_rows} - events: List[Tuple[datetime, List[str]]] = [] - for number, outcome in outcomes.items(): - if not outcome.get("medium_outcome_strict"): - continue - event_times: List[datetime] = [] - for source_field in ["reverted_by_prs", "followup_fix_strict_by_prs"]: - for source_number in outcome.get(source_field) or []: - source_row = rows_by_number.get(source_number) - if not source_row: - continue - event_time = parse_github_time(source_row.get("created_at")) - if event_time: - event_times.append(event_time) - for commit in outcome.get("git_reverted_by_commits") or []: - event_time = parse_github_time(commit.get("committed_at")) - if event_time: - event_times.append(event_time) - if not event_times: - continue - target_row = rows_by_number.get(number) - if not target_row: - continue - files = [ - file_info.get("filename") - for file_info in target_row.get("files", []) - if file_info.get("filename") - ] - if files: - events.append((min(event_times), files)) - return events - - -def flatten_feature_row(row: Dict[str, Any]) -> Dict[str, Any]: - flattened: Dict[str, Any] = { - "repo": row.get("repo"), - "number": row.get("number"), - "html_url": row.get("html_url"), - "title": row.get("title"), - "author": row.get("author"), - "created_at": row.get("created_at"), - "merged_at": row.get("merged_at"), - "closed_at": row.get("closed_at"), - } - for prefix in ["prediction_features", "outcomes"]: - for key, value in (row.get(prefix) or {}).items(): - if isinstance(value, (list, dict)): - flattened[key] = json.dumps(value, sort_keys=True) - else: - flattened[key] = value - return flattened - - -def write_feature_csv(path: str, rows: Sequence[Dict[str, Any]]) -> None: - flattened_rows = [flatten_feature_row(row) for row in rows] - fieldnames: List[str] = [] - seen: Set[str] = set() - for row in flattened_rows: - for key in row: - if key not in seen: - seen.add(key) - fieldnames.append(key) - with open(path, "w", encoding="utf-8", newline="") as handle: - writer = csv.DictWriter(handle, fieldnames=fieldnames) - writer.writeheader() - writer.writerows(flattened_rows) - - -def load_raw_dataset(path: str) -> List[Dict[str, Any]]: - return list(read_jsonl(path)) diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/git_history.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/git_history.py deleted file mode 100644 index 249473867..000000000 --- a/.github/actions/pr-risk-agent/src/risk_pr_agent/git_history.py +++ /dev/null @@ -1,303 +0,0 @@ -"""Local git history helpers for outcome enrichment.""" - -from __future__ import annotations - -import re -import subprocess -from datetime import datetime, timezone -from pathlib import Path -from typing import Any, DefaultDict, Dict, Iterable, Iterator, List, Optional, Set -from collections import defaultdict - - -PR_REF_RE = re.compile(r"(?.+)"(?:\s+\(#(?P\d+)\))?\s*$') -TRAILING_PR_REF_RE = re.compile(r"\s+\(#\d+\)\s*$") - - -def collect_git_reverts_by_pr( - repo_path: str, - ref: str = "origin/master", - since: Optional[datetime] = None, - until: Optional[datetime] = None, -) -> Dict[int, List[Dict[str, Any]]]: - reverts_by_pr: DefaultDict[int, List[Dict[str, Any]]] = defaultdict(list) - for commit in iter_first_parent_commits(repo_path, ref, since=since, until=until): - parsed = parse_strict_revert_commit(commit) - if not parsed: - continue - target_pr = int(parsed.pop("target_pr")) - reverts_by_pr[target_pr].append(parsed) - return {number: commits for number, commits in reverts_by_pr.items()} - - -def survey_git_history( - repo_path: str, - ref: str = "origin/master", - since: Optional[datetime] = None, - until: Optional[datetime] = None, -) -> Dict[str, Any]: - pr_refs = set() - revert_targets = set() - commit_count = 0 - strict_revert_count = 0 - for commit in iter_first_parent_commits(repo_path, ref, since=since, until=until): - commit_count += 1 - subject = commit["subject"] - refs = {int(value) for value in PR_REF_RE.findall(subject)} - pr_refs.update(refs) - parsed = parse_strict_revert_commit(commit) - if parsed: - strict_revert_count += 1 - revert_targets.add(int(parsed["target_pr"])) - return { - "git_repo": str(Path(repo_path)), - "git_ref": ref, - "first_parent_commits": commit_count, - "unique_pr_refs": len(pr_refs), - "strict_revert_commits": strict_revert_count, - "strict_revert_target_prs": len(revert_targets), - } - - -def build_git_pr_rows( - repo_slug: str, - repo_path: str, - ref: str = "origin/master", - since: Optional[datetime] = None, - until: Optional[datetime] = None, - max_prs: Optional[int] = None, - fetched_at: Optional[str] = None, -) -> List[Dict[str, Any]]: - """Build normalized raw PR-like rows from local first-parent git commits.""" - - rows: List[Dict[str, Any]] = [] - seen_numbers: Set[int] = set() - fetched_at = fetched_at or datetime.now(timezone.utc).replace(microsecond=0).isoformat().replace("+00:00", "Z") - for commit in iter_first_parent_commit_stats(repo_path, ref, since=since, until=until): - number = pr_number_from_subject(commit["subject"]) - if number is None or number in seen_numbers: - continue - seen_numbers.add(number) - rows.append(git_commit_to_raw_pr_row(repo_slug, commit, number, fetched_at)) - if max_prs and len(rows) >= max_prs: - break - return rows - - -def git_commit_to_raw_pr_row( - repo_slug: str, commit: Dict[str, Any], number: int, fetched_at: str -) -> Dict[str, Any]: - committed_at = utc_iso(commit["committed_at"]) - files = [git_numstat_to_file(item) for item in commit.get("numstat", [])] - additions = sum(item["additions"] for item in files) - deletions = sum(item["deletions"] for item in files) - author_name = commit.get("author_name") or "" - author_email = commit.get("author_email") or "" - return { - "schema_version": 1, - "repo": repo_slug, - "data_source": "local_git", - "fetched_at": fetched_at, - "number": number, - "id": None, - "node_id": None, - "html_url": f"https://github.com/{repo_slug}/pull/{number}", - "state": "closed", - "locked": False, - "draft": False, - "title": title_from_subject(commit["subject"]), - "body": "", - "created_at": committed_at, - "updated_at": committed_at, - "closed_at": committed_at, - "merged_at": committed_at, - "merge_commit_sha": commit["sha"], - "author": {"login": author_login(author_name, author_email), "type": "User", "site_admin": False}, - "labels": [], - "assignees": [], - "requested_reviewers": [], - "base": {"ref": None, "sha": None}, - "head": {"ref": None, "sha": commit["sha"], "repo": repo_slug}, - "metrics": { - "commits": 1, - "additions": additions, - "deletions": deletions, - "changed_files": len(files), - "comments": 0, - "review_comments": 0, - }, - "files": files, - "reviews": [], - } - - -def iter_first_parent_commit_stats( - repo_path: str, - ref: str, - since: Optional[datetime] = None, - until: Optional[datetime] = None, -) -> Iterator[Dict[str, Any]]: - args = [ - "git", - "-C", - repo_path, - "log", - ref, - "--first-parent", - "--numstat", - "--format=%x1e%H%x00%cI%x00%aN%x00%aE%x00%s", - ] - if since: - args.append(f"--since={since.isoformat()}") - if until: - args.append(f"--until={until.isoformat()}") - completed = subprocess.run(args, check=True, capture_output=True, text=True) - for record in completed.stdout.split("\x1e"): - record = record.strip("\n") - if not record: - continue - lines = record.splitlines() - if not lines: - continue - fields = lines[0].split("\x00") - if len(fields) != 5: - continue - sha, committed_at, author_name, author_email, subject = fields - yield { - "sha": sha, - "committed_at": committed_at, - "author_name": author_name, - "author_email": author_email, - "subject": subject, - "numstat": parse_numstat_lines(lines[1:]), - } - - -def parse_numstat_lines(lines: Iterable[str]) -> List[Dict[str, Any]]: - result: List[Dict[str, Any]] = [] - for line in lines: - if not line.strip(): - continue - fields = line.split("\t") - if len(fields) < 3: - continue - additions, deletions, path = fields[0], fields[1], fields[-1] - result.append( - { - "filename": normalize_numstat_path(path), - "additions": parse_numstat_count(additions), - "deletions": parse_numstat_count(deletions), - } - ) - return result - - -def git_numstat_to_file(item: Dict[str, Any]) -> Dict[str, Any]: - additions = int(item.get("additions") or 0) - deletions = int(item.get("deletions") or 0) - return { - "filename": item.get("filename"), - "status": "modified", - "additions": additions, - "deletions": deletions, - "changes": additions + deletions, - "previous_filename": None, - } - - -def pr_number_from_subject(subject: str) -> Optional[int]: - strict_revert = STRICT_REVERT_SUBJECT_RE.match((subject or "").strip()) - if strict_revert: - if strict_revert.group("reverter_pr"): - return int(strict_revert.group("reverter_pr")) - return None - refs = [int(value) for value in PR_REF_RE.findall(subject or "")] - if not refs: - return None - return refs[-1] - - -def title_from_subject(subject: str) -> str: - subject = (subject or "").strip() - if subject.lower().startswith("merge pull request"): - return subject - return TRAILING_PR_REF_RE.sub("", subject).strip() - - -def parse_numstat_count(value: str) -> int: - if value == "-": - return 0 - return int(value or 0) - - -def normalize_numstat_path(path: str) -> str: - return path.strip() - - -def utc_iso(value: str) -> str: - return ( - datetime.fromisoformat(value.replace("Z", "+00:00")) - .astimezone(timezone.utc) - .replace(microsecond=0) - .isoformat() - .replace("+00:00", "Z") - ) - - -def author_login(name: str, email: str) -> str: - if email: - return email.split("@", 1)[0] - return re.sub(r"\s+", "-", name.strip().lower()) or "unknown" - - -def iter_first_parent_commits( - repo_path: str, - ref: str, - since: Optional[datetime] = None, - until: Optional[datetime] = None, -) -> Iterator[Dict[str, str]]: - args = [ - "git", - "-C", - repo_path, - "log", - ref, - "--first-parent", - "--format=%H%x00%cI%x00%s%x00%b%x1e", - ] - if since: - args.append(f"--since={since.isoformat()}") - if until: - args.append(f"--until={until.isoformat()}") - completed = subprocess.run(args, check=True, capture_output=True, text=True) - for record in completed.stdout.split("\x1e"): - record = record.strip("\n") - if not record: - continue - fields = record.split("\x00", 3) - if len(fields) != 4: - continue - sha, committed_at, subject, body = fields - yield { - "sha": sha, - "committed_at": committed_at, - "subject": subject, - "body": body, - } - - -def parse_strict_revert_commit(commit: Dict[str, str]) -> Optional[Dict[str, Any]]: - subject = (commit.get("subject") or "").strip() - match = STRICT_REVERT_SUBJECT_RE.match(subject) - if not match: - return None - refs = [int(value) for value in PR_REF_RE.findall(match.group("quoted"))] - if not refs: - return None - return { - "target_pr": refs[-1], - "sha": commit.get("sha"), - "committed_at": commit.get("committed_at"), - "subject": subject, - } diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/github.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/github.py deleted file mode 100644 index 426f9a001..000000000 --- a/.github/actions/pr-risk-agent/src/risk_pr_agent/github.py +++ /dev/null @@ -1,293 +0,0 @@ -"""Small GitHub REST client for PR backfills.""" - -from __future__ import annotations - -import json -import os -import socket -import time -import gzip -import http.client -import urllib.error -import urllib.parse -import urllib.request -from dataclasses import dataclass -from datetime import datetime, timezone -from typing import Any, Dict, Iterable, Iterator, List, Optional - - -GITHUB_API = "https://api.github.com" - - -class GitHubError(RuntimeError): - """Raised when the GitHub API returns an error.""" - - -@dataclass(frozen=True) -class RepoRef: - owner: str - name: str - - @classmethod - def parse(cls, value: str) -> "RepoRef": - parts = value.strip().split("/") - if len(parts) != 2 or not all(parts): - raise ValueError(f"repo must look like owner/name, got {value!r}") - return cls(parts[0], parts[1]) - - @property - def slug(self) -> str: - return f"{self.owner}/{self.name}" - - @property - def path_slug(self) -> str: - return f"{self.owner}__{self.name}" - - -class GitHubClient: - def __init__( - self, - token: Optional[str] = None, - api_url: str = GITHUB_API, - sleep_seconds: float = 0.0, - max_retries: int = 3, - ) -> None: - self.token = token or os.environ.get("GITHUB_TOKEN") or os.environ.get("GH_TOKEN") - self.api_url = api_url.rstrip("/") - self.sleep_seconds = sleep_seconds - self.max_retries = max_retries - - def request_json(self, path: str, params: Optional[Dict[str, Any]] = None) -> Any: - url = self._url(path, params) - request = urllib.request.Request(url, headers=self._headers()) - waited_for_rate_limit = False - for attempt in range(self.max_retries + 1): - try: - with urllib.request.urlopen(request, timeout=60) as response: - raw = response.read() - if self.sleep_seconds: - time.sleep(self.sleep_seconds) - if not raw: - return None - return json.loads(raw.decode("utf-8")) - except urllib.error.HTTPError as exc: - body = exc.read().decode("utf-8", errors="replace") - if ( - self._is_rate_limited(exc, body) - and self.token - and not waited_for_rate_limit - and exc.headers.get("X-RateLimit-Reset", "").isdigit() - ): - reset_at = int(exc.headers["X-RateLimit-Reset"]) - sleep_seconds = max(reset_at - int(time.time()) + 5, 1) - print( - f"GitHub rate limit reached for {url}; sleeping {sleep_seconds}s", - flush=True, - ) - time.sleep(sleep_seconds) - waited_for_rate_limit = True - continue - if exc.code >= 500 and attempt < self.max_retries: - time.sleep(2**attempt) - continue - reset = exc.headers.get("X-RateLimit-Reset") - reset_text = "" - if reset and reset.isdigit(): - reset_at = datetime.fromtimestamp(int(reset), tz=timezone.utc).isoformat() - reset_text = f" Rate limit resets at {reset_at}." - raise GitHubError(f"GitHub API {exc.code} for {url}: {body}{reset_text}") from exc - except ( - urllib.error.URLError, - socket.timeout, - TimeoutError, - http.client.RemoteDisconnected, - ConnectionError, - ) as exc: - if attempt < self.max_retries: - time.sleep(2**attempt) - continue - raise GitHubError(f"GitHub API request failed for {url}: {exc}") from exc - raise GitHubError(f"GitHub API request failed for {url}") - - def paginate(self, path: str, params: Optional[Dict[str, Any]] = None) -> Iterator[Any]: - page = 1 - while True: - page_params = dict(params or {}) - page_params["page"] = page - page_params.setdefault("per_page", 100) - items = self.request_json(path, page_params) - if not items: - break - if not isinstance(items, list): - raise GitHubError(f"Expected list response from {path}, got {type(items).__name__}") - yield from items - if len(items) < int(page_params["per_page"]): - break - page += 1 - - def list_pull_requests(self, repo: RepoRef) -> Iterator[Dict[str, Any]]: - path = f"/repos/{repo.owner}/{repo.name}/pulls" - params = { - "state": "all", - "sort": "created", - "direction": "desc", - "per_page": 100, - } - yield from self.paginate(path, params) - - def get_pull_request(self, repo: RepoRef, number: int) -> Dict[str, Any]: - path = f"/repos/{repo.owner}/{repo.name}/pulls/{number}" - return self.request_json(path) - - def list_pull_files(self, repo: RepoRef, number: int) -> List[Dict[str, Any]]: - path = f"/repos/{repo.owner}/{repo.name}/pulls/{number}/files" - return list(self.paginate(path, {"per_page": 100})) - - def list_pull_reviews(self, repo: RepoRef, number: int) -> List[Dict[str, Any]]: - path = f"/repos/{repo.owner}/{repo.name}/pulls/{number}/reviews" - return list(self.paginate(path, {"per_page": 100})) - - def search_issues_count(self, query: str) -> int: - data = self.request_json("/search/issues", {"q": query, "per_page": 1}) - return int((data or {}).get("total_count") or 0) - - def _headers(self) -> Dict[str, str]: - headers = { - "Accept": "application/vnd.github+json", - "User-Agent": "risk-pr-agent/0.1", - "X-GitHub-Api-Version": "2022-11-28", - } - if self.token: - headers["Authorization"] = f"Bearer {self.token}" - return headers - - def _url(self, path: str, params: Optional[Dict[str, Any]]) -> str: - if path.startswith("http://") or path.startswith("https://"): - url = path - else: - url = f"{self.api_url}/{path.lstrip('/')}" - if params: - query = urllib.parse.urlencode({k: v for k, v in params.items() if v is not None}) - return f"{url}?{query}" - return url - - def _is_rate_limited(self, exc: urllib.error.HTTPError, body: str) -> bool: - if exc.code not in {403, 429}: - return False - remaining = exc.headers.get("X-RateLimit-Remaining") - if remaining == "0": - return True - return "rate limit" in body.lower() - - -def utc_now_iso() -> str: - return datetime.now(timezone.utc).replace(microsecond=0).isoformat().replace("+00:00", "Z") - - -def parse_github_time(value: Optional[str]) -> Optional[datetime]: - if not value: - return None - return datetime.fromisoformat(value.replace("Z", "+00:00")) - - -def normalize_user(user: Optional[Dict[str, Any]]) -> Optional[Dict[str, Any]]: - if not user: - return None - return { - "login": user.get("login"), - "type": user.get("type"), - "site_admin": bool(user.get("site_admin")), - } - - -def normalize_label(label: Dict[str, Any]) -> Dict[str, Any]: - return { - "name": label.get("name"), - "color": label.get("color"), - "description": label.get("description"), - } - - -def normalize_pr(repo: RepoRef, pr: Dict[str, Any], fetched_at: str) -> Dict[str, Any]: - return { - "schema_version": 1, - "repo": repo.slug, - "fetched_at": fetched_at, - "number": pr.get("number"), - "id": pr.get("id"), - "node_id": pr.get("node_id"), - "html_url": pr.get("html_url"), - "state": pr.get("state"), - "locked": bool(pr.get("locked")), - "draft": bool(pr.get("draft")), - "title": pr.get("title") or "", - "body": pr.get("body") or "", - "created_at": pr.get("created_at"), - "updated_at": pr.get("updated_at"), - "closed_at": pr.get("closed_at"), - "merged_at": pr.get("merged_at"), - "merge_commit_sha": pr.get("merge_commit_sha"), - "author": normalize_user(pr.get("user")), - "labels": [normalize_label(label) for label in pr.get("labels", [])], - "assignees": [normalize_user(user) for user in pr.get("assignees", [])], - "requested_reviewers": [ - normalize_user(user) for user in pr.get("requested_reviewers", []) - ], - "base": { - "ref": (pr.get("base") or {}).get("ref"), - "sha": (pr.get("base") or {}).get("sha"), - }, - "head": { - "ref": (pr.get("head") or {}).get("ref"), - "sha": (pr.get("head") or {}).get("sha"), - "repo": ((pr.get("head") or {}).get("repo") or {}).get("full_name"), - }, - "metrics": { - "commits": pr.get("commits") or 0, - "additions": pr.get("additions") or 0, - "deletions": pr.get("deletions") or 0, - "changed_files": pr.get("changed_files") or 0, - "comments": pr.get("comments") or 0, - "review_comments": pr.get("review_comments") or 0, - }, - } - - -def normalize_file(file_info: Dict[str, Any]) -> Dict[str, Any]: - return { - "filename": file_info.get("filename"), - "status": file_info.get("status"), - "additions": file_info.get("additions") or 0, - "deletions": file_info.get("deletions") or 0, - "changes": file_info.get("changes") or 0, - "previous_filename": file_info.get("previous_filename"), - "patch": file_info.get("patch"), - } - - -def normalize_review(review: Dict[str, Any]) -> Dict[str, Any]: - return { - "id": review.get("id"), - "state": review.get("state"), - "submitted_at": review.get("submitted_at"), - "user": normalize_user(review.get("user")), - } - - -def write_jsonl(path: str, rows: Iterable[Dict[str, Any]]) -> int: - count = 0 - open_func = gzip.open if path.endswith(".gz") else open - with open_func(path, "wt", encoding="utf-8") as handle: - for row in rows: - handle.write(json.dumps(row, sort_keys=True, separators=(",", ":")) + "\n") - count += 1 - return count - - -def read_jsonl(path: str) -> Iterator[Dict[str, Any]]: - open_func = gzip.open if path.endswith(".gz") else open - with open_func(path, "rt", encoding="utf-8") as handle: - for line in handle: - line = line.strip() - if line: - yield json.loads(line) diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py deleted file mode 100644 index 25e01ea74..000000000 --- a/.github/actions/pr-risk-agent/src/risk_pr_agent/modeling.py +++ /dev/null @@ -1,798 +0,0 @@ -"""Stdlib-only logistic regression baseline for PR risk datasets.""" - -from __future__ import annotations - -import math -from dataclasses import dataclass -from datetime import timedelta -from typing import Any, Dict, List, Optional, Sequence, Tuple - -from .github import parse_github_time -from .scoring import ( - apply_final_risk_label, - evaluate_prediction_scores, - markdown_report, - percentile_values_for_rows, - score_feature_rows, -) - - -@dataclass(frozen=True) -class FeatureSpec: - name: str - transform: str = "log1p" - category_value: Optional[str] = None - - @property - def output_name(self) -> str: - if self.category_value is not None: - return f"{self.name}_{self.category_value}" - return self.name - - -PROCESS_FEATURES = {"commits", "comments", "review_comments"} -DEFAULT_FEATURE_SET = "static_no_process" -FEATURE_SET_ALIASES = { - "at_open": "static_no_process", - "in_review": "in_review_final", -} - - -BASE_LOGISTIC_FEATURES: Tuple[FeatureSpec, ...] = ( - FeatureSpec("changed_lines"), - FeatureSpec("added_lines"), - FeatureSpec("deleted_lines"), - FeatureSpec("file_count"), - FeatureSpec("directory_count"), - FeatureSpec("top_level_directory_count"), - FeatureSpec("extension_count"), - FeatureSpec("language_count"), - FeatureSpec("entropy_of_change", transform="identity"), - FeatureSpec("commits"), - FeatureSpec("comments"), - FeatureSpec("review_comments"), - FeatureSpec("new_file_count"), - FeatureSpec("removed_file_count"), - FeatureSpec("renamed_file_count"), - FeatureSpec("modified_file_count"), - FeatureSpec("new_file_ratio", transform="identity"), - FeatureSpec("code_file_count"), - FeatureSpec("test_file_count"), - FeatureSpec("docs_file_count"), - FeatureSpec("generated_file_count"), - FeatureSpec("config_file_count"), - FeatureSpec("migration_file_count"), - FeatureSpec("ci_deploy_file_count"), - FeatureSpec("lockfile_count"), - FeatureSpec("auth_permission_file_count"), - FeatureSpec("public_api_file_count"), - FeatureSpec("sensitive_file_count"), - FeatureSpec("sensitive_area_count"), - FeatureSpec("max_file_prior_prs"), - FeatureSpec("sum_file_prior_prs"), - FeatureSpec("max_dir_prior_prs"), - FeatureSpec("sum_dir_prior_prs"), - FeatureSpec("max_top_level_dir_prior_prs"), - FeatureSpec("sum_top_level_dir_prior_prs"), - FeatureSpec("max_file_prior_reverts"), - FeatureSpec("max_dir_prior_reverts"), - FeatureSpec("sum_file_prior_reverts"), - FeatureSpec("sum_dir_prior_reverts"), - FeatureSpec("max_file_prior_authors"), - FeatureSpec("sum_file_prior_authors"), - FeatureSpec("max_dir_prior_authors"), - FeatureSpec("sum_dir_prior_authors"), - FeatureSpec("max_top_level_dir_prior_authors"), - FeatureSpec("sum_top_level_dir_prior_authors"), - FeatureSpec("min_file_days_since_last_change"), - FeatureSpec("avg_file_days_since_last_change"), - FeatureSpec("max_file_days_since_last_change"), - FeatureSpec("max_file_prior_prs_90d"), - FeatureSpec("sum_file_prior_prs_90d"), - FeatureSpec("max_dir_prior_prs_90d"), - FeatureSpec("sum_dir_prior_prs_90d"), - FeatureSpec("author_repo_prior_prs"), - FeatureSpec("author_repo_recent_prs_90d"), - FeatureSpec("author_max_file_prior_prs"), - FeatureSpec("author_sum_file_prior_prs"), - FeatureSpec("author_max_dir_prior_prs"), - FeatureSpec("author_sum_dir_prior_prs"), - FeatureSpec("author_max_top_level_dir_prior_prs"), - FeatureSpec("author_sum_top_level_dir_prior_prs"), - FeatureSpec("author_created_file_count"), - FeatureSpec("author_created_file_ratio", transform="identity"), - FeatureSpec("only_new_files", transform="bool"), - FeatureSpec("db_or_storage_changed", transform="bool"), - FeatureSpec("ingest_or_pipeline_changed", transform="bool"), - FeatureSpec("billing_or_quota_changed", transform="bool"), - FeatureSpec("security_or_privacy_changed", transform="bool"), - FeatureSpec("ownership_or_org_changed", transform="bool"), - FeatureSpec("sensitive_area_changed", transform="bool"), - FeatureSpec("title_fix_like", transform="bool"), - FeatureSpec("title_revert_like", transform="bool"), - FeatureSpec("title_refactor_like", transform="bool"), - FeatureSpec("body_has_test_plan", transform="bool"), - FeatureSpec("body_says_no_tests", transform="bool"), - FeatureSpec("hotfix_like_text", transform="bool"), - FeatureSpec("references_other_pr", transform="bool"), - FeatureSpec("docs_only", transform="bool"), - FeatureSpec("tests_only", transform="bool"), - FeatureSpec("generated_only", transform="bool"), - FeatureSpec("tests_changed", transform="bool"), - FeatureSpec("code_changed_without_test_signal", transform="bool"), - FeatureSpec("config_or_env_changed", transform="bool"), - FeatureSpec("migration_changed", transform="bool"), - FeatureSpec("ci_or_deploy_changed", transform="bool"), - FeatureSpec("lockfile_changed", transform="bool"), - FeatureSpec("auth_or_permission_changed", transform="bool"), - FeatureSpec("public_api_changed", transform="bool"), - FeatureSpec("source_type", transform="category", category_value="bot"), - FeatureSpec("source_type", transform="category", category_value="dependency_bot"), -) - - -LOGISTIC_FEATURES: Tuple[FeatureSpec, ...] = BASE_LOGISTIC_FEATURES - - -SELECTED_STATIC_V1_FEATURES: Tuple[FeatureSpec, ...] = ( - FeatureSpec("changed_lines"), - FeatureSpec("changed_lines_percentile_repo", transform="identity"), - FeatureSpec("added_lines"), - FeatureSpec("deleted_lines"), - FeatureSpec("deleted_line_ratio", transform="identity"), - FeatureSpec("file_count"), - FeatureSpec("file_count_percentile_repo", transform="identity"), - FeatureSpec("directory_count"), - FeatureSpec("directory_count_percentile_repo", transform="identity"), - FeatureSpec("top_level_directory_count"), - FeatureSpec("entropy_of_change", transform="identity"), - FeatureSpec("new_file_ratio", transform="identity"), - FeatureSpec("only_new_files", transform="bool"), - FeatureSpec("removed_file_count"), - FeatureSpec("renamed_file_count"), - FeatureSpec("max_file_churn_ratio", transform="identity"), - FeatureSpec("max_file_churn_ratio_percentile_repo", transform="identity"), - FeatureSpec("avg_file_churn_ratio", transform="identity"), - FeatureSpec("sum_churn_over_base_sloc", transform="identity"), - FeatureSpec("sum_churn_over_base_sloc_percentile_repo", transform="identity"), - FeatureSpec("known_prior_file_size_count"), - FeatureSpec("large_relative_churn", transform="bool"), - FeatureSpec("max_file_prior_prs"), - FeatureSpec("sum_file_prior_prs"), - FeatureSpec("max_dir_prior_prs"), - FeatureSpec("sum_dir_prior_prs"), - FeatureSpec("max_file_prior_authors"), - FeatureSpec("max_dir_prior_authors"), - FeatureSpec("author_repo_prior_prs"), - FeatureSpec("author_repo_recent_prs_90d"), - FeatureSpec("author_touched_file_ratio", transform="identity"), - FeatureSpec("author_touched_dir_ratio", transform="identity"), - FeatureSpec("author_file_experience_share", transform="identity"), - FeatureSpec("author_dir_experience_share", transform="identity"), - FeatureSpec("author_created_file_ratio", transform="identity"), - FeatureSpec("max_file_prior_reverts"), - FeatureSpec("sum_file_prior_reverts"), - FeatureSpec("max_dir_prior_reverts"), - FeatureSpec("sum_dir_prior_reverts"), - FeatureSpec("max_file_prior_bad_outcomes"), - FeatureSpec("max_file_prior_bad_outcomes_percentile_repo", transform="identity"), - FeatureSpec("sum_file_prior_bad_outcomes"), - FeatureSpec("max_dir_prior_bad_outcomes"), - FeatureSpec("max_dir_prior_bad_outcomes_percentile_repo", transform="identity"), - FeatureSpec("sum_dir_prior_bad_outcomes"), - FeatureSpec("max_file_prior_bad_outcomes_90d"), - FeatureSpec("max_dir_prior_bad_outcomes_90d"), - FeatureSpec("max_file_prior_bad_outcomes_365d"), - FeatureSpec("max_dir_prior_bad_outcomes_365d"), - FeatureSpec("docs_only", transform="bool"), - FeatureSpec("tests_only", transform="bool"), - FeatureSpec("generated_only", transform="bool"), - FeatureSpec("tests_changed", transform="bool"), - FeatureSpec("code_changed_without_test_signal", transform="bool"), - FeatureSpec("migration_changed", transform="bool"), - FeatureSpec("ci_or_deploy_changed", transform="bool"), - FeatureSpec("lockfile_changed", transform="bool"), - FeatureSpec("auth_or_permission_changed", transform="bool"), - FeatureSpec("public_api_changed", transform="bool"), - FeatureSpec("db_or_storage_changed", transform="bool"), - FeatureSpec("ingest_or_pipeline_changed", transform="bool"), - FeatureSpec("security_or_privacy_changed", transform="bool"), - FeatureSpec("ownership_or_org_changed", transform="bool"), - FeatureSpec("sensitive_area_changed", transform="bool"), - FeatureSpec("comment_only", transform="bool"), - FeatureSpec("whitespace_only", transform="bool"), - FeatureSpec("touches_error_handling", transform="bool"), - FeatureSpec("touches_async_or_concurrency", transform="bool"), - FeatureSpec("touches_serialization", transform="bool"), - FeatureSpec("touches_data_deletion", transform="bool"), - FeatureSpec("title_fix_like", transform="bool"), - FeatureSpec("title_revert_like", transform="bool"), - FeatureSpec("title_refactor_like", transform="bool"), - FeatureSpec("body_has_test_plan", transform="bool"), - FeatureSpec("body_says_no_tests", transform="bool"), - FeatureSpec("references_other_pr", transform="bool"), - FeatureSpec("source_type", transform="category", category_value="bot"), - FeatureSpec("source_type", transform="category", category_value="dependency_bot"), - FeatureSpec("source_type", transform="category", category_value="codemod"), - FeatureSpec("source_type", transform="category", category_value="ai_generated"), -) - - -def canonical_feature_set(feature_set: str) -> str: - return FEATURE_SET_ALIASES.get(feature_set, feature_set) - - -def feature_specs_for(feature_set: str) -> Tuple[FeatureSpec, ...]: - feature_set = canonical_feature_set(feature_set) - if feature_set == "legacy": - legacy_names = { - "changed_lines", - "added_lines", - "deleted_lines", - "file_count", - "directory_count", - "top_level_directory_count", - "extension_count", - "language_count", - "entropy_of_change", - "commits", - "comments", - "review_comments", - "code_file_count", - "test_file_count", - "docs_file_count", - "generated_file_count", - "config_file_count", - "migration_file_count", - "ci_deploy_file_count", - "lockfile_count", - "auth_permission_file_count", - "public_api_file_count", - "max_file_prior_prs", - "max_dir_prior_prs", - "max_file_prior_reverts", - "max_dir_prior_reverts", - "sum_file_prior_reverts", - "sum_dir_prior_reverts", - "docs_only", - "tests_only", - "generated_only", - "tests_changed", - "code_changed_without_test_signal", - "config_or_env_changed", - "migration_changed", - "ci_or_deploy_changed", - "lockfile_changed", - "auth_or_permission_changed", - "public_api_changed", - "source_type", - } - return tuple(spec for spec in BASE_LOGISTIC_FEATURES if spec.name in legacy_names) - if feature_set == "static_no_process": - return tuple(spec for spec in BASE_LOGISTIC_FEATURES if spec.name not in PROCESS_FEATURES) - if feature_set == "selected_static_v1": - return SELECTED_STATIC_V1_FEATURES - if feature_set == "in_review_final": - return BASE_LOGISTIC_FEATURES - raise ValueError(f"unknown feature_set: {feature_set}") - - -def train_logistic_baseline( - feature_rows: Sequence[Dict[str, Any]], - outcome_name: str, - train_fraction: float = 0.8, - epochs: int = 800, - learning_rate: float = 0.05, - l2: float = 0.01, - class_balance: bool = True, - include_unmerged: bool = False, - feature_set: str = DEFAULT_FEATURE_SET, - validation_fraction: float = 0.1, - percentile_mode: str = "as_of", - maturity_days: int = 0, -) -> Dict[str, Any]: - """Train and evaluate an interpretable logistic baseline.""" - - if not 0 < train_fraction < 1: - raise ValueError("train_fraction must be between 0 and 1") - if not 0 <= validation_fraction < 1: - raise ValueError("validation_fraction must be between 0 and 1") - if train_fraction + validation_fraction >= 1: - raise ValueError("train_fraction + validation_fraction must be less than 1") - if maturity_days < 0: - raise ValueError("maturity_days must be non-negative") - - canonical_set = canonical_feature_set(feature_set) - scored_rows = score_feature_rows(feature_rows, percentile_mode=percentile_mode) - evaluated_rows = [ - row for row in scored_rows if include_unmerged or row.get("outcomes", {}).get("is_merged") - ] - evaluated_rows.sort(key=lambda row: row.get("created_at") or "") - evaluated_rows_before_maturity = len(evaluated_rows) - maturity_cutoff = None - if maturity_days: - created_values = [ - parse_github_time(row.get("created_at")) - for row in evaluated_rows - if row.get("created_at") - ] - created_values = [value for value in created_values if value] - if not created_values: - raise ValueError("maturity_days requires rows with created_at timestamps") - maturity_cutoff_dt = max(created_values) - timedelta(days=maturity_days) - maturity_cutoff = maturity_cutoff_dt.isoformat().replace("+00:00", "Z") - evaluated_rows = [ - row - for row in evaluated_rows - if (parse_github_time(row.get("created_at")) or maturity_cutoff_dt) <= maturity_cutoff_dt - ] - if len(evaluated_rows) < 2: - raise ValueError("at least two evaluated rows are required") - - train_rows, validation_rows, test_rows = split_chronological_rows( - evaluated_rows, train_fraction, validation_fraction - ) - train_labels = labels_for_rows(train_rows, outcome_name) - validation_labels = labels_for_rows(validation_rows, outcome_name) - test_labels = labels_for_rows(test_rows, outcome_name) - if sum(train_labels) == 0: - raise ValueError(f"training split has zero positive {outcome_name} labels") - - feature_specs = feature_specs_for(canonical_set) - train_matrix_raw = raw_feature_matrix(train_rows, feature_specs) - normalizer = fit_normalizer(train_matrix_raw) - train_matrix = apply_normalizer(train_matrix_raw, normalizer) - fit = fit_logistic_regression( - train_matrix, - train_labels, - epochs=epochs, - learning_rate=learning_rate, - l2=l2, - class_balance=class_balance, - ) - - modeled_rows = apply_logistic_model( - scored_rows, - fit, - normalizer, - feature_specs, - percentile_mode=percentile_mode, - ) - train_keys = row_keys(train_rows) - validation_keys = row_keys(validation_rows) - test_keys = row_keys(test_rows) - modeled_train_rows = [row for row in modeled_rows if row_key(row) in train_keys] - modeled_validation_rows = [row for row in modeled_rows if row_key(row) in validation_keys] - modeled_test_rows = [row for row in modeled_rows if row_key(row) in test_keys] - evaluated_keys = train_keys | validation_keys | test_keys - modeled_evaluated_rows = [row for row in modeled_rows if row_key(row) in evaluated_keys] - - score_paths = [ - ("logistic_probability", ("prediction", "logistic_probability")), - ("rule_percentile", ("prediction", "risk_percentile_repo")), - ("churn_percentile", ("prediction", "churn_percentile_repo")), - ] - model = { - "schema_version": 1, - "model_type": "logistic_regression", - "outcome_name": outcome_name, - "feature_set": canonical_set, - "requested_feature_set": feature_set, - "train_fraction": train_fraction, - "validation_fraction": validation_fraction, - "test_fraction": round(1 - train_fraction - validation_fraction, 8), - "split": "chronological_train_validation_test", - "percentile_mode": percentile_mode, - "include_unmerged": include_unmerged, - "maturity_days": maturity_days, - "maturity_cutoff_created_at": maturity_cutoff, - "evaluated_rows_before_maturity": evaluated_rows_before_maturity, - "maturity_excluded_rows": evaluated_rows_before_maturity - len(evaluated_rows), - "epochs": epochs, - "learning_rate": learning_rate, - "l2": l2, - "class_balance": class_balance, - "intercept": round(fit["intercept"], 8), - "loss": fit["loss"], - "features": serialize_weights(fit["weights"], normalizer, feature_specs), - "train": { - "rows": len(train_rows), - "positive_outcomes": sum(train_labels), - "created_at_min": train_rows[0].get("created_at"), - "created_at_max": train_rows[-1].get("created_at"), - }, - "validation": { - "rows": len(validation_rows), - "positive_outcomes": sum(validation_labels), - "created_at_min": validation_rows[0].get("created_at") if validation_rows else None, - "created_at_max": validation_rows[-1].get("created_at") if validation_rows else None, - }, - "test": { - "rows": len(test_rows), - "positive_outcomes": sum(test_labels), - "created_at_min": test_rows[0].get("created_at"), - "created_at_max": test_rows[-1].get("created_at"), - }, - } - return { - "model": model, - "modeled_rows": modeled_rows, - "train_evaluation": evaluate_prediction_scores( - modeled_train_rows, - outcome_name=outcome_name, - score_paths=score_paths, - merged_only=False, - ), - "validation_evaluation": evaluate_prediction_scores( - modeled_validation_rows, - outcome_name=outcome_name, - score_paths=score_paths, - merged_only=False, - ), - "test_evaluation": evaluate_prediction_scores( - modeled_test_rows, - outcome_name=outcome_name, - score_paths=score_paths, - merged_only=False, - ), - "all_evaluation": evaluate_prediction_scores( - modeled_evaluated_rows, - outcome_name=outcome_name, - score_paths=score_paths, - merged_only=False, - ), - } - - -def split_chronological_rows( - rows: Sequence[Dict[str, Any]], train_fraction: float, validation_fraction: float -) -> Tuple[List[Dict[str, Any]], List[Dict[str, Any]], List[Dict[str, Any]]]: - row_count = len(rows) - train_count = int(round(row_count * train_fraction)) - train_count = max(1, min(train_count, row_count - 1)) - remaining_count = row_count - train_count - validation_count = int(round(row_count * validation_fraction)) - if remaining_count <= 1: - validation_count = 0 - else: - validation_count = max(0, min(validation_count, remaining_count - 1)) - test_start = train_count + validation_count - return ( - list(rows[:train_count]), - list(rows[train_count:test_start]), - list(rows[test_start:]), - ) - - -def labels_for_rows(rows: Sequence[Dict[str, Any]], outcome_name: str) -> List[int]: - return [1 if row.get("outcomes", {}).get(outcome_name) else 0 for row in rows] - - -def raw_feature_matrix( - rows: Sequence[Dict[str, Any]], specs: Sequence[FeatureSpec] -) -> List[List[float]]: - return [[feature_value(row, spec) for spec in specs] for row in rows] - - -def feature_value(row: Dict[str, Any], spec: FeatureSpec) -> float: - features = row.get("prediction_features") or {} - if spec.transform == "category": - return 1.0 if features.get(spec.name) == spec.category_value else 0.0 - if spec.transform == "bool": - return 1.0 if features.get(spec.name) else 0.0 - value = safe_float(features.get(spec.name)) - if spec.transform == "log1p": - return math.log1p(max(value, 0.0)) - return value - - -def safe_float(value: Any) -> float: - if value is None or value == "": - return 0.0 - try: - return float(value) - except (TypeError, ValueError): - return 0.0 - - -def fit_normalizer(matrix: Sequence[Sequence[float]]) -> Dict[str, List[float]]: - if not matrix: - return {"means": [], "scales": []} - column_count = len(matrix[0]) - means: List[float] = [] - scales: List[float] = [] - for index in range(column_count): - values = [row[index] for row in matrix] - mean = sum(values) / len(values) - variance = sum((value - mean) ** 2 for value in values) / len(values) - scale = math.sqrt(variance) - means.append(mean) - scales.append(scale if scale > 1e-12 else 1.0) - return {"means": means, "scales": scales} - - -def apply_normalizer( - matrix: Sequence[Sequence[float]], normalizer: Dict[str, List[float]] -) -> List[List[float]]: - means = normalizer["means"] - scales = normalizer["scales"] - return [[(value - means[index]) / scales[index] for index, value in enumerate(row)] for row in matrix] - - -def fit_logistic_regression( - matrix: Sequence[Sequence[float]], - labels: Sequence[int], - epochs: int, - learning_rate: float, - l2: float, - class_balance: bool, -) -> Dict[str, Any]: - if not matrix: - raise ValueError("training matrix is empty") - positive_count = sum(labels) - negative_count = len(labels) - positive_count - if positive_count == 0 or negative_count == 0: - raise ValueError("training split must contain both positive and negative labels") - - feature_count = len(matrix[0]) - weights = [0.0] * feature_count - positive_rate = positive_count / len(labels) - intercept = logit(positive_rate) - sample_weights = class_weights(labels) if class_balance else [1.0] * len(labels) - total_weight = sum(sample_weights) - loss = 0.0 - - for _ in range(epochs): - grad_weights = [0.0] * feature_count - grad_intercept = 0.0 - loss = 0.0 - for values, label, sample_weight in zip(matrix, labels, sample_weights): - probability = sigmoid(intercept + dot(weights, values)) - error = (probability - label) * sample_weight - grad_intercept += error - for index, value in enumerate(values): - grad_weights[index] += error * value - loss += sample_weight * log_loss(label, probability) - - intercept -= learning_rate * (grad_intercept / total_weight) - for index in range(feature_count): - gradient = grad_weights[index] / total_weight + l2 * weights[index] - weights[index] -= learning_rate * gradient - - loss = loss / total_weight + 0.5 * l2 * sum(weight * weight for weight in weights) - return { - "weights": weights, - "intercept": intercept, - "loss": round(loss, 8), - } - - -def class_weights(labels: Sequence[int]) -> List[float]: - positive_count = sum(labels) - negative_count = len(labels) - positive_count - positive_weight = len(labels) / (2 * positive_count) - negative_weight = len(labels) / (2 * negative_count) - return [positive_weight if label else negative_weight for label in labels] - - -def sigmoid(value: float) -> float: - if value >= 0: - z = math.exp(-value) - return 1 / (1 + z) - z = math.exp(value) - return z / (1 + z) - - -def logit(value: float) -> float: - value = min(max(value, 1e-6), 1 - 1e-6) - return math.log(value / (1 - value)) - - -def log_loss(label: int, probability: float) -> float: - probability = min(max(probability, 1e-12), 1 - 1e-12) - return -(label * math.log(probability) + (1 - label) * math.log(1 - probability)) - - -def dot(weights: Sequence[float], values: Sequence[float]) -> float: - return sum(weight * value for weight, value in zip(weights, values)) - - -def apply_logistic_model( - rows: Sequence[Dict[str, Any]], - fit: Dict[str, Any], - normalizer: Dict[str, List[float]], - specs: Sequence[FeatureSpec], - percentile_mode: str = "as_of", -) -> List[Dict[str, Any]]: - raw_matrix = raw_feature_matrix(rows, specs) - matrix = apply_normalizer(raw_matrix, normalizer) - probabilities = [ - sigmoid(fit["intercept"] + dot(fit["weights"], values)) - for values in matrix - ] - percentiles_by_repo = percentile_values_for_rows(rows, probabilities, percentile_mode) - modeled_rows: List[Dict[str, Any]] = [] - for row, probability, percentile in zip(rows, probabilities, percentiles_by_repo): - modeled = dict(row) - modeled["prediction"] = dict(row.get("prediction") or {}) - modeled["prediction"]["logistic_probability"] = round(probability, 6) - modeled["prediction"]["logistic_percentile_repo"] = round(percentile, 3) - modeled["prediction"]["logistic_percentile_mode"] = percentile_mode - modeled["prediction"]["logistic_risk_label"] = risk_label_for_percentile(percentile) - apply_final_risk_label(modeled["prediction"], modeled.get("prediction_features") or {}) - modeled_rows.append(modeled) - return modeled_rows - - -def risk_label_for_percentile(percentile: float) -> str: - if percentile >= 90: - return "high" - if percentile >= 70: - return "medium" - return "low" - - -def apply_serialized_logistic_model( - rows: Sequence[Dict[str, Any]], model: Dict[str, Any] -) -> List[Dict[str, Any]]: - """Apply a saved logistic model artifact to feature rows.""" - - percentile_mode = model.get("percentile_mode", "as_of") - scored_rows = score_feature_rows(rows, percentile_mode=percentile_mode) - probabilities: List[float] = [] - for row in scored_rows: - score = float(model["intercept"]) - for feature in model["features"]: - raw_value = serialized_feature_value(row, feature) - scale = float(feature.get("scale") or 1.0) - normalized = (raw_value - float(feature.get("mean") or 0.0)) / scale - score += float(feature["weight"]) * normalized - probabilities.append(sigmoid(score)) - - percentiles = percentile_values_for_rows(scored_rows, probabilities, percentile_mode) - modeled_rows: List[Dict[str, Any]] = [] - for row, probability, percentile in zip(scored_rows, probabilities, percentiles): - modeled = dict(row) - modeled["prediction"] = dict(row.get("prediction") or {}) - modeled["prediction"]["logistic_probability"] = round(probability, 6) - modeled["prediction"]["logistic_percentile_repo"] = round(percentile, 3) - modeled["prediction"]["logistic_percentile_mode"] = percentile_mode - modeled["prediction"]["logistic_risk_label"] = risk_label_for_percentile(percentile) - modeled["prediction"]["logistic_outcome_name"] = model.get("outcome_name") - modeled["prediction"]["logistic_feature_set"] = model.get("feature_set") - apply_final_risk_label(modeled["prediction"], modeled.get("prediction_features") or {}) - modeled_rows.append(modeled) - return modeled_rows - - -def serialized_feature_value(row: Dict[str, Any], feature: Dict[str, Any]) -> float: - features = row.get("prediction_features") or {} - transform = feature.get("transform") - source_feature = feature.get("source_feature") or infer_source_feature(feature) - if transform == "category": - category_value = feature.get("category_value") - if category_value is None and source_feature and feature.get("feature", "").startswith( - f"{source_feature}_" - ): - category_value = feature["feature"][len(source_feature) + 1 :] - return 1.0 if features.get(source_feature) == category_value else 0.0 - if transform == "bool": - return 1.0 if features.get(source_feature) else 0.0 - value = safe_float(features.get(source_feature)) - if transform == "log1p": - return math.log1p(max(value, 0.0)) - return value - - -def infer_source_feature(feature: Dict[str, Any]) -> str: - name = feature.get("feature") or "" - if feature.get("transform") == "category" and name.startswith("source_type_"): - return "source_type" - return name - - -def percentile_by_repo(rows: Sequence[Dict[str, Any]], values: Sequence[float]) -> List[float]: - by_repo: Dict[str, List[float]] = {} - for row, value in zip(rows, values): - by_repo.setdefault(row.get("repo") or "", []).append(value) - sorted_by_repo = {repo: sorted(repo_values) for repo, repo_values in by_repo.items()} - return [ - percentile_rank(value, sorted_by_repo[row.get("repo") or ""]) - for row, value in zip(rows, values) - ] - - -def percentile_rank(value: float, sorted_values: Sequence[float]) -> float: - below_or_equal = 0 - for item in sorted_values: - if item <= value: - below_or_equal += 1 - else: - break - return 100 * below_or_equal / len(sorted_values) if sorted_values else 0.0 - - -def serialize_weights( - weights: Sequence[float], - normalizer: Dict[str, List[float]], - specs: Sequence[FeatureSpec], -) -> List[Dict[str, Any]]: - return [ - { - "feature": spec.output_name, - "source_feature": spec.name, - "category_value": spec.category_value, - "weight": round(weight, 8), - "transform": spec.transform, - "mean": round(normalizer["means"][index], 8), - "scale": round(normalizer["scales"][index], 8), - } - for index, (spec, weight) in enumerate(zip(specs, weights)) - ] - - -def row_key(row: Dict[str, Any]) -> Tuple[str, int]: - return (row.get("repo") or "", int(row.get("number") or 0)) - - -def row_keys(rows: Sequence[Dict[str, Any]]) -> set[Tuple[str, int]]: - return {row_key(row) for row in rows} - - -def logistic_markdown_report(result: Dict[str, Any]) -> str: - model = result["model"] - lines = [ - "# Logistic Regression Baseline", - "", - f"- Outcome: `{model['outcome_name']}`", - f"- Feature set: `{model.get('feature_set', 'legacy')}`", - ( - f"- Split: {model['split']} " - f"{model['train_fraction']:.0%} train / " - f"{model.get('validation_fraction', 0):.0%} validation / " - f"{model.get('test_fraction', 1 - model['train_fraction']):.0%} test" - ), - f"- Percentile mode: `{model.get('percentile_mode', 'global')}`", - f"- Class balance: {model['class_balance']}", - ( - f"- Maturity window: {model.get('maturity_days', 0)} days " - f"({model.get('maturity_excluded_rows', 0)} newest rows excluded)" - ), - f"- Train rows: {model['train']['rows']} ({model['train']['positive_outcomes']} positives)", - f"- Validation rows: {model.get('validation', {}).get('rows', 0)} ({model.get('validation', {}).get('positive_outcomes', 0)} positives)", - f"- Test rows: {model['test']['rows']} ({model['test']['positive_outcomes']} positives)", - f"- L2: {model['l2']}", - f"- Epochs: {model['epochs']}", - "", - "## Validation Evaluation", - "", - markdown_report(result["validation_evaluation"]), - "", - "## Test Evaluation", - "", - markdown_report(result["test_evaluation"]), - "", - "## All Evaluated Rows", - "", - markdown_report(result["all_evaluation"]), - "", - "## Largest Positive Weights", - "", - "| Feature | Weight | Transform |", - "| --- | ---: | --- |", - ] - for feature in sorted(model["features"], key=lambda item: item["weight"], reverse=True)[:15]: - lines.append(f"| `{feature['feature']}` | {feature['weight']:.4f} | {feature['transform']} |") - lines.extend( - [ - "", - "## Largest Negative Weights", - "", - "| Feature | Weight | Transform |", - "| --- | ---: | --- |", - ] - ) - for feature in sorted(model["features"], key=lambda item: item["weight"])[:15]: - lines.append(f"| `{feature['feature']}` | {feature['weight']:.4f} | {feature['transform']} |") - lines.append("") - return "\n".join(lines) diff --git a/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py b/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py deleted file mode 100644 index 23a8a6477..000000000 --- a/.github/actions/pr-risk-agent/src/risk_pr_agent/scoring.py +++ /dev/null @@ -1,631 +0,0 @@ -"""Simple baseline scoring and evaluation for PR risk datasets.""" - -from __future__ import annotations - -import json -from bisect import bisect_right, insort -from typing import Any, Dict, Iterable, List, Sequence, Tuple - - -TOP_KS = (5, 10, 30) -RISK_LABELS = ("low", "medium", "high") -RISK_LABEL_RANK = {label: index for index, label in enumerate(RISK_LABELS)} - - -def score_feature_rows( - rows: Sequence[Dict[str, Any]], percentile_mode: str = "as_of" -) -> List[Dict[str, Any]]: - enriched = [dict(row) for row in rows] - add_percentiles(enriched, "changed_lines", percentile_mode=percentile_mode) - add_percentiles(enriched, "file_count", percentile_mode=percentile_mode) - add_percentiles(enriched, "directory_count", percentile_mode=percentile_mode) - add_percentiles(enriched, "entropy_of_change", percentile_mode=percentile_mode) - add_percentiles(enriched, "max_file_churn_ratio", percentile_mode=percentile_mode) - add_percentiles(enriched, "sum_churn_over_base_sloc", percentile_mode=percentile_mode) - add_percentiles(enriched, "max_file_prior_reverts", percentile_mode=percentile_mode) - add_percentiles(enriched, "max_dir_prior_reverts", percentile_mode=percentile_mode) - add_percentiles(enriched, "max_file_prior_bad_outcomes", percentile_mode=percentile_mode) - add_percentiles(enriched, "max_dir_prior_bad_outcomes", percentile_mode=percentile_mode) - - raw_scores: List[float] = [] - churn_scores: List[float] = [] - for row in enriched: - features = row["prediction_features"] - churn_score = ( - 0.55 * features["changed_lines_percentile_repo"] - + 0.30 * features["file_count_percentile_repo"] - + 0.15 * features["directory_count_percentile_repo"] - ) - score = churn_score - score += 0.18 * features.get("max_file_churn_ratio_percentile_repo", 0) - score += 0.12 * features.get("sum_churn_over_base_sloc_percentile_repo", 0) - score += 12 if features.get("migration_changed") else 0 - score += 10 if features.get("ci_or_deploy_changed") else 0 - score += 10 if features.get("lockfile_changed") else 0 - score += 12 if features.get("auth_or_permission_changed") else 0 - score += 8 if features.get("public_api_changed") else 0 - score += 10 if features.get("code_changed_without_test_signal") else 0 - score += 8 if features.get("touches_error_handling") else 0 - score += 8 if features.get("touches_async_or_concurrency") else 0 - score += 6 if features.get("touches_serialization") else 0 - score += 8 if features.get("touches_data_deletion") else 0 - score += 0.15 * features.get("max_file_prior_reverts_percentile_repo", 0) - score += 0.15 * features.get("max_dir_prior_reverts_percentile_repo", 0) - score += 0.20 * features.get("max_file_prior_bad_outcomes_percentile_repo", 0) - score += 0.15 * features.get("max_dir_prior_bad_outcomes_percentile_repo", 0) - if features.get("file_count", 0) and features.get("author_touched_file_ratio", 0) == 0: - score += 6 - if features.get("directory_count", 0) and features.get("author_touched_dir_ratio", 0) == 0: - score += 4 - if features.get("docs_only") or features.get("generated_only"): - score -= 35 - elif features.get("tests_only"): - score -= 20 - if features.get("comment_only") or features.get("whitespace_only"): - score -= 20 - if features.get("source_type") == "dependency_bot": - score -= 5 - raw_scores.append(max(score, 0)) - churn_scores.append(max(churn_score, 0)) - - rule_percentiles = percentile_values_for_rows(enriched, raw_scores, percentile_mode) - churn_percentiles = percentile_values_for_rows(enriched, churn_scores, percentile_mode) - for row, raw_score, churn_score, rule_pct, churn_pct in zip( - enriched, raw_scores, churn_scores, rule_percentiles, churn_percentiles - ): - label = "low" - if rule_pct >= 90 or raw_score >= 105: - label = "high" - elif rule_pct >= 70 or raw_score >= 80: - label = "medium" - row["prediction"] = { - "risk_score_raw": round(raw_score, 3), - "risk_percentile_repo": round(rule_pct, 3), - "risk_label": label, - "churn_score_raw": round(churn_score, 3), - "churn_percentile_repo": round(churn_pct, 3), - "percentile_mode": percentile_mode, - "signals": build_signals(row), - } - return enriched - - -def add_percentiles( - rows: Sequence[Dict[str, Any]], feature_name: str, percentile_mode: str = "as_of" -) -> None: - by_repo: Dict[str, List[float]] = {} - for row in rows: - repo = row.get("repo") or "" - features = row["prediction_features"] - by_repo.setdefault(repo, []).append(float(features.get(feature_name) or 0)) - - percentile_name = f"{feature_name}_percentile_repo" - values = [float(row["prediction_features"].get(feature_name) or 0) for row in rows] - percentiles = percentile_values_for_rows(rows, values, percentile_mode) - for row, percentile in zip(rows, percentiles): - row["prediction_features"][percentile_name] = round(percentile, 3) - - -def percentile_values_for_rows( - rows: Sequence[Dict[str, Any]], values: Sequence[float], percentile_mode: str -) -> List[float]: - if percentile_mode == "global": - by_repo: Dict[str, List[float]] = {} - for row, value in zip(rows, values): - by_repo.setdefault(row.get("repo") or "", []).append(float(value)) - repo_sorted = {repo: sorted(repo_values) for repo, repo_values in by_repo.items()} - return [ - percentile_rank(float(value), repo_sorted[row.get("repo") or ""]) - for row, value in zip(rows, values) - ] - if percentile_mode == "as_of": - return as_of_percentile_values(rows, values) - raise ValueError(f"unknown percentile_mode: {percentile_mode}") - - -def as_of_percentile_values(rows: Sequence[Dict[str, Any]], values: Sequence[float]) -> List[float]: - result = [0.0] * len(rows) - sorted_indices = sorted( - range(len(rows)), - key=lambda index: ( - rows[index].get("created_at") or "", - rows[index].get("repo") or "", - int(rows[index].get("number") or 0), - ), - ) - prior_by_repo: Dict[str, List[float]] = {} - index = 0 - while index < len(sorted_indices): - first = sorted_indices[index] - repo = rows[first].get("repo") or "" - created_at = rows[first].get("created_at") or "" - group: List[int] = [] - while index < len(sorted_indices): - current = sorted_indices[index] - current_key = (rows[current].get("repo") or "", rows[current].get("created_at") or "") - if current_key != (repo, created_at): - break - group.append(current) - index += 1 - prior_values = prior_by_repo.setdefault(repo, []) - for row_index in group: - result[row_index] = percentile_rank(float(values[row_index]), prior_values) - for row_index in group: - insort(prior_values, float(values[row_index])) - return result - - -def add_global_percentiles(rows: Sequence[Dict[str, Any]], feature_name: str) -> None: - by_repo: Dict[str, List[float]] = {} - for row in rows: - repo = row.get("repo") or "" - features = row["prediction_features"] - by_repo.setdefault(repo, []).append(float(features.get(feature_name) or 0)) - - repo_sorted = {repo: sorted(values) for repo, values in by_repo.items()} - percentile_name = f"{feature_name}_percentile_repo" - for row in rows: - repo = row.get("repo") or "" - value = float(row["prediction_features"].get(feature_name) or 0) - row["prediction_features"][percentile_name] = round(percentile_rank(value, repo_sorted[repo]), 3) - - -def percentile_rank(value: float, sorted_values: Sequence[float]) -> float: - if not sorted_values: - return 0.0 - below_or_equal = bisect_right(sorted_values, value) - return 100.0 * below_or_equal / len(sorted_values) - - -def percentile_values(values: Sequence[float]) -> List[float]: - sorted_values = sorted(values) - return [percentile_rank(value, sorted_values) for value in values] - - -def build_signals(row: Dict[str, Any]) -> List[Dict[str, Any]]: - features = row["prediction_features"] - signals: List[Dict[str, Any]] = [] - if features.get("changed_lines_percentile_repo", 0) >= 90: - signals.append( - { - "name": "unusual_change_size", - "severity": "medium", - "reason": f"Changed lines are p{features['changed_lines_percentile_repo']:.0f} for this dataset slice.", - } - ) - if features.get("file_count_percentile_repo", 0) >= 90: - signals.append( - { - "name": "broad_file_diffusion", - "severity": "medium", - "reason": f"Files touched are p{features['file_count_percentile_repo']:.0f} for this dataset slice.", - } - ) - if features.get("migration_changed"): - signals.append( - { - "name": "migration_changed", - "severity": "high", - "reason": "Migration-like path changed.", - } - ) - if features.get("auth_or_permission_changed"): - signals.append( - { - "name": "auth_or_permission_changed", - "severity": "high", - "reason": "Auth, permission, token, session, or RBAC path changed.", - } - ) - if features.get("ci_or_deploy_changed"): - signals.append( - { - "name": "ci_or_deploy_changed", - "severity": "medium", - "reason": "CI, deployment, or workflow path changed.", - } - ) - if features.get("code_changed_without_test_signal"): - signals.append( - { - "name": "code_changed_without_test_signal", - "severity": "medium", - "reason": "Code-like files changed without a test-path change in the same PR.", - } - ) - if features.get("max_file_prior_reverts", 0) > 0 or features.get("max_dir_prior_reverts", 0) > 0: - signals.append( - { - "name": "historical_revert_nearby", - "severity": "high", - "reason": "Touched files or directories had a prior revert event in this dataset slice.", - } - ) - if ( - features.get("max_file_prior_bad_outcomes", 0) > 0 - or features.get("max_dir_prior_bad_outcomes", 0) > 0 - ): - signals.append( - { - "name": "historical_bad_outcome_nearby", - "severity": "high", - "reason": "Touched files or directories had a prior revert or strict follow-up fix.", - } - ) - if features.get("max_file_churn_ratio_percentile_repo", 0) >= 90: - signals.append( - { - "name": "large_relative_churn", - "severity": "medium", - "reason": f"File churn relative to prior size is p{features['max_file_churn_ratio_percentile_repo']:.0f}.", - } - ) - if features.get("author_touched_file_ratio", 1) == 0 and features.get("file_count", 0): - signals.append( - { - "name": "low_author_file_familiarity", - "severity": "medium", - "reason": "The author has no prior touches on the files in this dataset slice.", - } - ) - if any( - features.get(name) - for name in [ - "touches_error_handling", - "touches_async_or_concurrency", - "touches_serialization", - "touches_data_deletion", - ] - ): - signals.append( - { - "name": "sensitive_patch_semantics", - "severity": "medium", - "reason": "Patch text touches error handling, concurrency, serialization, or deletion semantics.", - } - ) - if not signals and (features.get("docs_only") or features.get("tests_only") or features.get("generated_only")): - signals.append( - { - "name": "safe_lowering_scope", - "severity": "low", - "reason": "Change appears limited to docs, tests, or generated files.", - } - ) - return signals - - -def evaluate_predictions( - rows: Sequence[Dict[str, Any]], outcome_name: str = "strong_outcome", merged_only: bool = True -) -> Dict[str, Any]: - return evaluate_prediction_scores( - rows, - outcome_name=outcome_name, - score_paths=[ - ("rule_percentile", ("prediction", "risk_percentile_repo")), - ("churn_percentile", ("prediction", "churn_percentile_repo")), - ], - merged_only=merged_only, - ) - - -def evaluate_prediction_scores( - rows: Sequence[Dict[str, Any]], - outcome_name: str, - score_paths: Sequence[Tuple[str, Tuple[str, str]]], - merged_only: bool = True, -) -> Dict[str, Any]: - evaluated_rows = [ - row for row in rows if not merged_only or row.get("outcomes", {}).get("is_merged") - ] - total = len(evaluated_rows) - positives = sum(1 for row in evaluated_rows if row["outcomes"].get(outcome_name)) - result: Dict[str, Any] = { - "total_prs": total, - "input_prs": len(rows), - "merged_only": merged_only, - "positive_outcomes": positives, - "outcome_name": outcome_name, - "metrics": {}, - "label_safety": {}, - } - for score_name, key in score_paths: - sorted_rows = sorted(evaluated_rows, key=lambda row: nested_get(row, key), reverse=True) - result["metrics"][score_name] = topk_metrics(sorted_rows, positives, outcome_name) - result["label_safety"][score_name] = outcome_label_safety_metrics( - evaluated_rows, - outcome_name, - score_name, - key, - ) - return result - - -def topk_metrics( - sorted_rows: Sequence[Dict[str, Any]], positives: int, outcome_name: str -) -> Dict[str, Dict[str, Any]]: - metrics: Dict[str, Dict[str, Any]] = {} - total = len(sorted_rows) - for k in TOP_KS: - bucket_size = max(1, int(round(total * (k / 100)))) - bucket = sorted_rows[:bucket_size] - true_positives = sum(1 for row in bucket if row["outcomes"].get(outcome_name)) - recall = true_positives / positives if positives else 0.0 - precision = true_positives / bucket_size if bucket_size else 0.0 - random_recall = k / 100 - metrics[f"top_{k}"] = { - "bucket_size": bucket_size, - "true_positives": true_positives, - "recall": round(recall, 4), - "precision": round(precision, 4), - "lift_over_random": round(recall / random_recall, 3) if random_recall else 0.0, - } - return metrics - - -def nested_get(row: Dict[str, Any], keys: Tuple[str, str]) -> float: - outer, inner = keys - return float((row.get(outer) or {}).get(inner) or 0) - - -def outcome_label_safety_metrics( - rows: Sequence[Dict[str, Any]], - outcome_name: str, - score_name: str, - score_key: Tuple[str, str], -) -> Dict[str, Any]: - """Measure the dangerous miss mode: outcome-positive PRs labeled low.""" - - label_counts = empty_label_counts() - positive_counts = empty_label_counts() - positives = 0 - for row in rows: - label = predicted_label_for_score(row, score_name, score_key) - label_counts[label] = label_counts.get(label, 0) + 1 - if row.get("outcomes", {}).get(outcome_name): - positives += 1 - positive_counts[label] = positive_counts.get(label, 0) + 1 - - high_as_low = positive_counts["low"] - positive_not_high = positives - positive_counts["high"] - low_label_count = label_counts["low"] - return { - "actual_high_definition": f"{outcome_name}=true", - "label_counts": label_counts, - "positive_outcomes_by_label": positive_counts, - "positive_outcomes_marked_low": high_as_low, - "positive_outcomes_marked_low_rate": round(high_as_low / positives, 4) if positives else 0.0, - "positive_outcomes_not_marked_high": positive_not_high, - "positive_outcomes_not_marked_high_rate": round(positive_not_high / positives, 4) - if positives - else 0.0, - "non_low_recall_for_positive_outcomes": round( - (positives - high_as_low) / positives, - 4, - ) - if positives - else 0.0, - "high_label_recall_for_positive_outcomes": round(positive_counts["high"] / positives, 4) - if positives - else 0.0, - "low_label_positive_rate": round(high_as_low / low_label_count, 4) if low_label_count else 0.0, - } - - -def predicted_label_for_score( - row: Dict[str, Any], - score_name: str, - score_key: Tuple[str, str], -) -> str: - prediction = row.get("prediction") or {} - explicit_label = None - if score_name == "logistic_probability": - explicit_label = prediction.get("logistic_risk_label") - elif score_name == "rule_percentile": - explicit_label = prediction.get("risk_label") - label = normalize_risk_label(explicit_label) - if label: - return label - score = nested_get(row, score_key) - if score_name.endswith("percentile") or score > 1: - return risk_label_for_percentile(score) - return "unknown" - - -def risk_label_for_percentile(percentile: float) -> str: - if percentile >= 90: - return "high" - if percentile >= 70: - return "medium" - return "low" - - -def combine_risk_labels(*labels: Any) -> str: - normalized = [normalize_risk_label(label) for label in labels] - ranked = [label for label in normalized if label] - if not ranked: - return "unknown" - return max(ranked, key=lambda label: RISK_LABEL_RANK[label]) - - -def apply_final_risk_label(prediction: Dict[str, Any], features: Dict[str, Any] | None = None) -> None: - """Set the deployable risk label from logistic plus deterministic guardrails.""" - - features = features or {} - logistic_label = normalize_risk_label(prediction.get("logistic_risk_label")) - rule_percentile = safe_float(prediction.get("risk_percentile_repo")) - rule_raw = safe_float(prediction.get("risk_score_raw")) - changed_lines = safe_float(features.get("changed_lines")) - file_count = safe_float(features.get("file_count")) - prior_bad = max( - safe_float(features.get("max_file_prior_bad_outcomes")), - safe_float(features.get("max_dir_prior_bad_outcomes")), - ) - prior_reverts = max( - safe_float(features.get("max_file_prior_reverts")), - safe_float(features.get("max_dir_prior_reverts")), - ) - relative_churn = safe_float(features.get("max_file_churn_ratio")) - - hard_sensitive_no_test = bool( - features.get("code_changed_without_test_signal") - and features.get("sensitive_area_changed") - and (prior_bad > 0 or prior_reverts > 0 or relative_churn >= 0.5) - ) - high = bool( - logistic_label == "high" - or rule_percentile >= 90 - or changed_lines >= 1000 - or file_count >= 30 - or hard_sensitive_no_test - ) - medium = bool( - high - or logistic_label == "medium" - or rule_percentile >= 70 - or changed_lines >= 500 - or file_count >= 15 - or rule_raw >= 100 - ) - - if high: - label = "high" - elif medium: - label = "medium" - else: - label = "low" - prediction["final_risk_label"] = label - prediction["final_risk_policy"] = "guardrail_hybrid_v2" - - -def evaluate_label_confusion( - rows: Sequence[Dict[str, Any]], - actual_label_key: str = "audit_label", - predicted_label_key: str = "model_label", -) -> Dict[str, Any]: - """Evaluate low/medium/high labels when explicit audit labels are available.""" - - confusion = {actual: empty_label_counts() for actual in RISK_LABELS} - confusion["unknown"] = empty_label_counts() - label_counts = empty_label_counts() - actual_counts = empty_label_counts() - undercalls = 0 - overcalls = 0 - high_as_low = 0 - evaluated = 0 - - for row in rows: - actual = normalize_risk_label(row.get(actual_label_key)) or "unknown" - predicted = normalize_risk_label(row.get(predicted_label_key)) or "unknown" - evaluated += 1 - confusion.setdefault(actual, empty_label_counts()) - confusion[actual][predicted] = confusion[actual].get(predicted, 0) + 1 - label_counts[predicted] = label_counts.get(predicted, 0) + 1 - actual_counts[actual] = actual_counts.get(actual, 0) + 1 - - actual_rank = RISK_LABEL_RANK.get(actual) - predicted_rank = RISK_LABEL_RANK.get(predicted) - if actual_rank is None or predicted_rank is None: - continue - if predicted_rank < actual_rank: - undercalls += 1 - elif predicted_rank > actual_rank: - overcalls += 1 - if actual == "high" and predicted == "low": - high_as_low += 1 - - high_actual = actual_counts["high"] - return { - "total_rows": evaluated, - "actual_label_key": actual_label_key, - "predicted_label_key": predicted_label_key, - "actual_label_counts": actual_counts, - "predicted_label_counts": label_counts, - "confusion": confusion, - "undercalls": undercalls, - "undercall_rate": round(undercalls / evaluated, 4) if evaluated else 0.0, - "overcalls": overcalls, - "overcall_rate": round(overcalls / evaluated, 4) if evaluated else 0.0, - "high_as_low": high_as_low, - "high_as_low_rate": round(high_as_low / high_actual, 4) if high_actual else 0.0, - } - - -def normalize_risk_label(value: Any) -> str: - label = str(value or "").strip().lower() - return label if label in RISK_LABEL_RANK else "" - - -def safe_float(value: Any) -> float: - if value is None or value == "": - return 0.0 - try: - return float(value) - except (TypeError, ValueError): - return 0.0 - - -def empty_label_counts() -> Dict[str, int]: - return {"low": 0, "medium": 0, "high": 0, "unknown": 0} - - -def write_json(path: str, data: Dict[str, Any]) -> None: - with open(path, "w", encoding="utf-8") as handle: - json.dump(data, handle, indent=2, sort_keys=True) - handle.write("\n") - - -def markdown_report(evaluation: Dict[str, Any]) -> str: - lines = [ - "# Risk Dataset Evaluation", - "", - f"- Input PRs: {evaluation['input_prs']}", - f"- Total PRs: {evaluation['total_prs']}", - f"- Merged-only evaluation: {evaluation['merged_only']}", - f"- Positive outcomes (`{evaluation['outcome_name']}`): {evaluation['positive_outcomes']}", - "", - ] - if evaluation["positive_outcomes"] == 0: - lines.extend( - [ - "> Warning: this evaluated slice has zero positive outcomes, so Recall@Top-k cannot validate ranking quality.", - "", - ] - ) - for score_name, metrics in evaluation["metrics"].items(): - lines.append(f"## {score_name}") - lines.append("") - lines.append("| Bucket | Size | TP | Recall | Precision | Lift over random |") - lines.append("| --- | ---: | ---: | ---: | ---: | ---: |") - for bucket, values in metrics.items(): - lines.append( - "| {bucket} | {size} | {tp} | {recall:.4f} | {precision:.4f} | {lift:.3f} |".format( - bucket=bucket, - size=values["bucket_size"], - tp=values["true_positives"], - recall=values["recall"], - precision=values["precision"], - lift=values["lift_over_random"], - ) - ) - lines.append("") - if evaluation.get("label_safety"): - lines.append("## Label Safety") - lines.append("") - lines.append( - "| Score | Positive-as-low | Positive-as-low rate | Non-low recall | High-label recall | Low-label positive rate |" - ) - lines.append("| --- | ---: | ---: | ---: | ---: | ---: |") - for score_name, values in evaluation["label_safety"].items(): - lines.append( - "| {score} | {low_count} | {low_rate:.4f} | {non_low:.4f} | {high_recall:.4f} | {low_positive:.4f} |".format( - score=score_name, - low_count=values["positive_outcomes_marked_low"], - low_rate=values["positive_outcomes_marked_low_rate"], - non_low=values["non_low_recall_for_positive_outcomes"], - high_recall=values["high_label_recall_for_positive_outcomes"], - low_positive=values["low_label_positive_rate"], - ) - ) - lines.append("") - return "\n".join(lines) diff --git a/.github/workflows/pr-risk.yml b/.github/workflows/pr-risk.yml index c04b4ad40..8912bf774 100644 --- a/.github/workflows/pr-risk.yml +++ b/.github/workflows/pr-risk.yml @@ -19,19 +19,11 @@ jobs: if: github.event.pull_request.draft == false steps: - - uses: actions/checkout@v6 - - - uses: actions/setup-python@v5 - with: - python-version: "3.11" - - name: Score current PR - uses: ./.github/actions/pr-risk-agent + uses: getsentry/pr-risk-action@v0 with: repo: ${{ github.repository }} pr-number: ${{ github.event.pull_request.number }} - history: .risk-pr/cli-pr-history.jsonl.gz - model: .risk-pr/model_selected_static_v1_medium_outcome_strict.json result-path: risk-pr-result.json skip-reviews: "true" diff --git a/.risk-pr/cli-pr-history.jsonl.gz b/.risk-pr/cli-pr-history.jsonl.gz deleted file mode 100644 index fa8a49783bec7498be004732411c72328609f1ac..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 886365 zcmV(~K+nG)iwFo1XF6&C18{P4E^2dcZfpSTy?b}tMv^%C|NRtL<(`S;5lFlV(n)p{ zS+=$DYb80E*(g_N01XK-1#kdTvSzZs&wlICjR#4|df9X59?zK*izLupU0q#W@A~J4 zsO$W+kh0#G{QBGWhFHwc%4%cs&y8t$nim_BjUWH^)5i8jozLZoNYC-BOiXLJy)nO< 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