File size: 2,129 Bytes
d4ca7b3 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 | 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))
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