Smail/backend/hooks/spam_block/trec06c_format.py
smail f60d3b0880
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整理前后端与测试构建目录并完善配置和安全引导
统一 frontend、backend、test、test-log 和 out 目录,更新构建、部署及测试入口;纳入配置管理兼容与首次安全引导修复;排除本机配置、密钥和测试产物。
2026-09-05 19:19:52 +08:00

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import os
from email.parser import Parser
from email.policy import default
# 该脚本用于整理trec06c数据集,可以生成训练集和测试集数据格式
def getData(path):
f = open(path, 'r', encoding='gb2312', errors='ignore')
data = f.read()
headers = Parser(policy=default).parsestr(data)
body = headers.get_payload()
body = body.replace("\n", "")
return headers["subject"], body
num = 0
# getData("../data/000/000")
with open("index", "r") as f:
with open("trec06c_train.csv", "w") as w:
with open("trec06c_test.csv", "w") as wt:
while True:
line = f.readline()
if not line:
break
infos = line.split(" ")
subject, body = getData(infos[1].strip())
tp = 0
if infos[0].lower() == "spam":
tp = 1
data = "{} \t{} {}\n".format(tp, subject, body)
if num < 55000:
w.write(data)
else:
wt.write(data)
num += 1
print(num)