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import json
import random
def winogrande_format(row):
array = row["pronoun"]
position_idx = json.loads(array)[1][0]
# Turn unicode into proper chinese characters
sent = str(u"{}".format(row["sent"]))
start_idx = 0
for i, tok in enumerate(json.loads(row["toks"])):
tok = str(u"{}".format(tok))
cur_start_idx = sent.find(tok)
if i == position_idx:
break
sent = sent[cur_start_idx + len(tok):]
start_idx += cur_start_idx + len(tok)
# +1 to give room for an optional space
row["sentence"] = row["sent"][:start_idx] + row["sent"][start_idx:start_idx+len(tok)+1].replace(tok, "_") + row["sent"][start_idx+len(tok)+1:]
sol = json.loads(row["solution"])
cor_answer_idx = random.choice([1, 2])
incor_answer_idx = 2 if cor_answer_idx == 1 else 1
cor_answer = str(u"{}".format(sol[0][0])) if sol[0][-1] == True else str(u"{}".format(sol[1][0]))
incor_answer = str(u"{}".format(sol[0][0])) if sol[0][-1] == False else str(u"{}".format(sol[1][0]))
row[f"option{cor_answer_idx}"] = cor_answer
row[f"option{incor_answer_idx}"] = incor_answer
row["answer"] = cor_answer_idx
return row
# ds = ds.apply(winogrande_format, axis=1)
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