#!/usr/bin/env python3 """Fill in the task text this dataset is not allowed to ship. python scripts/fetch_upstream.py # fills data/ next to this script python scripts/fetch_upstream.py --data-dir DIR # or any copy of that data/ Some tasks come from upstream repositories that carry no license, so their text cannot be redistributed. For those, every row is still here -- same ids, same order, same fields -- but the text is null, and ``meta_data.source_ref`` says exactly where it lives upstream: repository, pinned commit, file, row index, and the file's sha256. This script downloads each referenced file from that commit, refuses to continue if its checksum differs, and writes the text into the rows on your machine. Use of that text is governed by the upstream authors' terms. Standard library only. Re-running it is a no-op once the data is filled in. """ import argparse import hashlib import json import os import sys import tempfile import urllib.error import urllib.request from pathlib import Path ISSUES = "https://github.com/JoeyHou/CreativityPrism/issues" def raw_url(repo_url, commit, path): owner_repo = repo_url.rstrip("/").split("github.com/", 1)[1] return "https://raw.githubusercontent.com/{}/{}/{}".format(owner_repo, commit, path) def get_path(row, dotted): node = row for key in dotted.split("."): node = node.get(key) if isinstance(node, dict) else None return node def set_path(row, dotted, value): keys = dotted.split(".") node = row for key in keys[:-1]: node = node.setdefault(key, {}) node[keys[-1]] = value def fetch_files(data_dir): """Every data file with at least one row that points upstream.""" found = [] for path in sorted(Path(data_dir).rglob("*.json")): try: rows = json.loads(path.read_text(encoding="utf-8")) except (ValueError, UnicodeDecodeError): continue if isinstance(rows, list) and any( isinstance(r, dict) and (r.get("meta_data") or {}).get("source_ref") for r in rows): found.append((path, rows)) return found def download(ref): url = raw_url(ref["url"], ref["commit"], ref["path"]) try: req = urllib.request.Request(url, headers={"User-Agent": "creativityprism-fetch"}) with urllib.request.urlopen(req, timeout=60) as resp: body = resp.read() except (urllib.error.URLError, OSError) as exc: sys.exit("Could not download {}\n ({})\nCheck your network connection and " "try again. The upstream repository is {}".format(url, exc, ref["url"])) digest = hashlib.sha256(body).hexdigest() if digest != ref["sha256"]: sys.exit( "CHECKSUM MISMATCH for {}\n" " expected sha256 {}\n" " got {}\n" "The upstream file is no longer the one this dataset was built against, so\n" "scores computed from it would not be comparable to anyone else's. Stopping\n" "before writing the rows that need it. Please open an issue at {}".format( url, ref["sha256"], digest, ISSUES)) return json.loads(body.decode("utf-8")) def write_atomic(path, rows): # indent=4 and no trailing newline, as the harness writes its own files. A # filled file then differs from the harness's copy only by the source_ref keys. fd, tmp = tempfile.mkstemp(dir=str(path.parent), suffix=".tmp") with os.fdopen(fd, "w", encoding="utf-8") as fh: fh.write(json.dumps(rows, indent=4)) os.replace(tmp, path) def main(): ap = argparse.ArgumentParser(description=__doc__.split("\n\n")[0]) ap.add_argument("--data-dir", default=str(Path(__file__).resolve().parents[1] / "data"), help="the dataset's data/ directory (default: the one beside this script)") ap.add_argument("--force", action="store_true", help="download and rewrite even rows that are already filled in") args = ap.parse_args() if not Path(args.data_dir).is_dir(): sys.exit("No data directory at {}. Point --data-dir at the dataset's data/ " "folder.".format(args.data_dir)) files = fetch_files(args.data_dir) if not files: print("Nothing to fetch under {}: no row points upstream.".format(args.data_dir)) return cache = {} for path, rows in files: refs = [(r.get("meta_data") or {}).get("source_ref") for r in rows] todo = [i for i, ref in enumerate(refs) if ref and (args.force or get_path(rows[i], ref["into"]) is None)] rel = path.relative_to(args.data_dir) if not todo: print("ok {} ({} rows already filled in)".format(rel, len(rows))) continue for i in todo: ref = refs[i] key = (ref["url"], ref["commit"], ref["path"]) if key not in cache: cache[key] = download(ref) upstream = cache[key] value = upstream[ref["index"]][ref["field"]] set_path(rows[i], ref["into"], ref.get("prefix", "") + value) write_atomic(path, rows) print("fetched {} ({} rows from {} @ {})".format( rel, len(todo), refs[todo[0]]["url"], refs[todo[0]]["commit"][:10])) if __name__ == "__main__": main()