scripts/build_v12_mix.py

import hashlib, json, random
from collections import Counter
random.seed(12)
D = "/root/alea/data/"
SPECS = [
    ("openjev_train.jsonl", 40000),
    ("tev1_train.jsonl", 30000),
    ("jevdec_train_v2.jsonl", 18000),
    ("tasksource_train.canon.jsonl", 40000),
    ("rlcd_train.canon.jsonl", 8000),
    ("tot_train.canon.jsonl", 4500),
    ("genhard_train.canon.jsonl", 23000),
    ("gh2_train.jsonl", 22507),
    ("reason_train.jsonl", 16544),
    ("sft_v6.jsonl", 12000),
    ("sft_v8b.jsonl", 8000),
    ("jb7_train.jsonl", 10000),
    ("jb6_train.jsonl", 6000),
]
DEV_SPECS = [
    ("openjev_validation.jsonl", 1000), ("tev1_dev.jsonl", 1000),
    ("tev1_transfer.jsonl", 800),
    ("tasksource_dev.canon.jsonl", 1200), ("rlcd_dev.canon.jsonl", 800),
    ("tot_dev.canon.jsonl", 311), ("genhard_dev.canon.jsonl", 1200),
    ("gh2_dev.jsonl", 1200), ("reason_dev.jsonl", 1096),
    ("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:
    try:
        rows = load(fn, cap)
    except FileNotFoundError:
        print("MISSING", fn); continue
    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 + "v12_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: print("DEV MISSING", fn); continue
    dev.extend(rows); dstats[fn] = len(rows)
random.shuffle(dev)
with open(D + "v12_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))