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import os | |
import json | |
import argparse | |
import pandas as pd | |
def get_args(): | |
parser = argparse.ArgumentParser() | |
parser.add_argument("--annotation-file", type=str, required=True) | |
parser.add_argument("--result-dir", type=str, required=True) | |
parser.add_argument("--upload-dir", type=str, required=True) | |
parser.add_argument("--experiment", type=str, required=True) | |
return parser.parse_args() | |
if __name__ == "__main__": | |
args = get_args() | |
df = pd.read_table(args.annotation_file) | |
cur_df = df.copy() | |
cur_df = cur_df.drop(columns=['hint', 'category', 'source', 'image', 'comment', 'l2-category']) | |
cur_df.insert(6, 'prediction', None) | |
for pred in open(os.path.join(args.result_dir, f"{args.experiment}.jsonl")): | |
pred = json.loads(pred) | |
cur_df.loc[df['index'] == pred['question_id'], 'prediction'] = pred['text'] | |
cur_df.to_excel(os.path.join(args.upload_dir, f"{args.experiment}.xlsx"), index=False, engine='openpyxl') | |