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import pandas as pd
import random
RANDOM_SEED = 1510
random.seed(RANDOM_SEED)
input_file = "passages_and_queries.csv"
output_file = "query_and_100_passages.csv"
data = pd.read_csv(input_file)
output_data = []
for idx, row in data.iterrows():
correct_passage = row['Text']
query = row['Generated_Query']
all_passages = data['Text'].tolist()
all_passages.remove(correct_passage)
distractors = random.sample(all_passages, 99)
passages = distractors + [correct_passage]
random.shuffle(passages)
correct_index = passages.index(correct_passage) + 1
new_row = {
"id": idx + 1,
"query": query,
"correct_passage_index": correct_index
}
for i, passage in enumerate(passages):
new_row[f"passage_{i+1}"] = passage
output_data.append(new_row)
output_df = pd.DataFrame(output_data)
output_df.to_csv(output_file, index=False)
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