Files
web/server/scripts/classify-prompts.ts
T
xuyueandClaude Opus 5.5 26f05d1d76
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refactor: 后端从 Django 换成 Bun + SQLite
Django 多个 worker 内存占用 1-2 GB,换成 Bun 单进程后约 25 MB,
同时去掉 Postgres 和 Redis,只剩 Caddy + Bun 两个容器。

- server/:Hono + bun:sqlite + Bun 原生 WebSocket,接口与原 django-ninja
  保持兼容;表结构、时间/UUID 存储格式、密码哈希与 Django 一致,旧数据可直接使用
- 评分加权、贝叶斯平滑、成绩册的计算结果与原实现逐位一致(复刻 Python round/sum)
- scripts/:Postgres → SQLite 迁移、新建超管、提示词层级标注、重算分数
- 前端:Django Admin 去掉后,用户新建/修改改为页面内弹窗;
  非超管的挑战公开按钮置灰
- 权限不足返回 JSON 403(原来是重定向到不存在的登录页)
- docker-compose / Caddyfile / dev.sh / CLAUDE.md 更新,删除 AGENTS.md
- 服务器切换步骤见 docs/migrate-to-bun.md

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-26 17:45:09 +08:00

48 lines
1.4 KiB
TypeScript

/**
* 用大模型给学生提示词标注布鲁姆认知层级(L1-L6)。
*
* bun scripts/classify-prompts.ts [--task-id N] [--force] [--dry-run]
*
* 默认只处理还没有层级的用户消息;--force 重新标注全部。
*/
import { parseArgs } from "node:util"
import { all } from "../src/db"
import { classifyMessage } from "../src/services/classifier"
import { llmConfigured } from "../src/services/llm"
const { values } = parseArgs({
options: {
"task-id": { type: "string" },
force: { type: "boolean", default: false },
"dry-run": { type: "boolean", default: false },
},
})
const where = ["m.role = 'user'"]
const params: Record<string, unknown> = {}
if (values["task-id"]) {
where.push("c.task_id = $task_id")
params.task_id = Number(values["task-id"])
}
if (!values.force) where.push("m.prompt_level IS NULL")
const ids = all<{ id: number }>(
`SELECT m.id FROM prompt_message m JOIN prompt_conversation c ON c.id = m.conversation_id
WHERE ${where.join(" AND ")} ORDER BY m.created, m.id`,
params,
).map((r) => r.id)
console.log(`找到 ${ids.length} 条消息需要标注`)
if (values["dry-run"]) process.exit(0)
if (!llmConfigured()) {
console.error("没有配置 LLM_API_KEY")
process.exit(1)
}
for (const [i, id] of ids.entries()) {
const level = await classifyMessage(id)
console.log(`[${i + 1}/${ids.length}] msg#${id} → ${level ? `L${level}` : "(跳过)"}`)
await Bun.sleep(300)
}
console.log("完成")