#!/usr/bin/env python3 """Build a deterministic candidate-language census from official Stack v3 stats.""" from __future__ import annotations import argparse import csv import hashlib import json from pathlib import Path def sha256(path: Path) -> str: digest = hashlib.sha256() with path.open("rb") as handle: for chunk in iter(lambda: handle.read(1024 * 1024), b""): digest.update(chunk) return digest.hexdigest() def main() -> None: parser = argparse.ArgumentParser() parser.add_argument("--stats", type=Path, required=True) parser.add_argument("--license-stats", type=Path, required=True) parser.add_argument("--candidates", type=Path, required=True) parser.add_argument("--source-revision", required=True) parser.add_argument("--generated-at", required=True) parser.add_argument("--output", type=Path, required=True) args = parser.parse_args() stats_rows = json.loads(args.stats.read_text()) license_rows = json.loads(args.license_stats.read_text()) candidates = json.loads(args.candidates.read_text())["candidates"] by_label = {row["language"]: row for row in stats_rows} by_language_license = { (row["language"], row["license_type"]): row for row in license_rows } output_rows = [] for candidate in candidates: label = candidate["stack_v3_label"] stats = by_label.get(label) if label is not None else None permissive = by_language_license.get((label, "permissive")) if label else None no_license = by_language_license.get((label, "no_license")) if label else None permissive_tokens = permissive["estimated_tokens"] if permissive else 0 no_license_tokens = no_license["estimated_tokens"] if no_license else 0 categorized_tokens = permissive_tokens + no_license_tokens output_rows.append( { "language": candidate["language"], "stack_v3_label": label or "", "priority": candidate["priority"], "repo_count": stats["repo_count"] if stats else "", "file_count": stats["file_count"] if stats else "", "total_size_bytes": stats["total_size_bytes"] if stats else "", "estimated_tokens": stats["estimated_tokens"] if stats else "", "permissive_estimated_tokens": permissive_tokens if stats else "", "no_license_estimated_tokens": no_license_tokens if stats else "", "permissive_token_share": ( permissive_tokens / categorized_tokens if categorized_tokens else "" ), "source_revision": args.source_revision, "source_manifest_sha256": sha256(args.stats), "license_manifest_sha256": sha256(args.license_stats), "generated_at": args.generated_at, "count_status": "official_pre_project_filters" if stats else "not_a_stack_language_partition", } ) args.output.parent.mkdir(parents=True, exist_ok=True) with args.output.open("w", newline="") as handle: writer = csv.DictWriter(handle, fieldnames=list(output_rows[0])) writer.writeheader() writer.writerows(output_rows) if __name__ == "__main__": main()