Datasets:
Download scripts/build_stack_v3_census.py from arpandeepk/code-atlas-provenance: direct link, hf CLI and curl.
- Browser
- Download file 3.32 kB
-
https://huggingface.co/datasets/arpandeepk/code-atlas-provenance/resolve/main/scripts/build_stack_v3_census.py
- Command line
-
hf download hf://datasets/arpandeepk/code-atlas-provenance/scripts/build_stack_v3_census.py
-
curl -L -o build_stack_v3_census.py https://huggingface.co/datasets/arpandeepk/code-atlas-provenance/resolve/main/scripts/build_stack_v3_census.py
3.32 kB
| #!/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() | |