first commit

backend/fill_scores.py

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+# 将 l3_scores.json 的 AI 预评分写回李克特评分表 Excel
+import json
+from openpyxl import load_workbook
+
+XLSX = r"C:\Users\eeymoo\Documents\毕业论文\实验结果\L3修复建议_李克特评分表.xlsx"
+scores = json.load(open("l3_scores.json", encoding="utf-8"))
+
+wb = load_workbook(XLSX)
+print("sheets:", wb.sheetnames)
+ws = wb["打分表"] if "打分表" in wb.sheetnames else wb.active
+
+# 表头在第 2 行；C 列 run_id、L 列评分、M 列备注
+filled = 0
+for row in ws.iter_rows(min_row=3):
+    run_id = row[2].value          # C 列 run_id
+    if run_id in scores:
+        score, reason = scores[run_id]
+        row[11].value = score      # L 列 评分(1-5)
+        row[12].value = reason     # M 列 备注
+        filled += 1
+
+wb.save(XLSX)
+print(f"filled {filled} rows")