import hashlib, json, random from collections import Counter random.seed(11) D = "/root/alea/data/" SPECS = [ ("openjev_train.jsonl", 72000), ("tev1_train.jsonl", 30000), ("jevdec_train_v2.jsonl", 18000), ("tasksource_train.canon.jsonl", 55000), ("rlcd_train.canon.jsonl", 5000), ("tot_train.canon.jsonl", 5000), ("genhard_train.canon.jsonl", 23000), ("sft_v6.jsonl", 18000), # replay ] DEV_SPECS = [ ("openjev_validation.jsonl", 1200), ("tev1_dev.jsonl", 1200), ("tasksource_dev.canon.jsonl", 1500), ("rlcd_dev.canon.jsonl", 1200), ("tot_dev.canon.jsonl", 1200), ("genhard_dev.canon.jsonl", 1500), ("jb7_dev.jsonl", 1500), ] def load(fn, cap): rows = [json.loads(l) for l in open(D + fn)] random.shuffle(rows) return rows[:cap] fps, mix, stats = set(), [], Counter() for fn, cap in SPECS: rows = load(fn, cap) kept = 0 for r in rows: st = json.dumps(r["state"], sort_keys=True, ensure_ascii=False) qs = r.get("questions") or [{"text": r.get("question"), "options": r.get("options")}] fp = hashlib.sha256((st + json.dumps(qs, sort_keys=True, ensure_ascii=False)).encode()).hexdigest() if fp in fps: continue fps.add(fp) mix.append(r) kept += 1 stats[fn] = kept random.shuffle(mix) with open(D + "v11_mix.jsonl", "w") as f: for r in mix: f.write(json.dumps(r, ensure_ascii=False) + "\n") dev, dstats = [], Counter() for fn, cap in DEV_SPECS: try: rows = load(fn, cap) except FileNotFoundError: continue dev.extend(rows) dstats[fn] = len(rows) random.shuffle(dev) with open(D + "v11_dev.jsonl", "w") as f: for r in dev: f.write(json.dumps(r, ensure_ascii=False) + "\n") print("mix:", len(mix), dict(stats)) print("dev:", len(dev), dict(dstats))