Files
alert-contract-expiring-hr/scripts/service/platform_collector.py
taojianmin a3b4092a30 v1.1.1: 升级 AI 续聘建议为 LLM + Playwright RPA 采集 SmartCampus 平台材料
新增:

- scripts/service/platform_collector.py:Playwright RPA(持久化 browser profile 复用登录态),抓合同表(姓名/单位/到期日/剩余天数/预警/建议),逐行点"续聘材料包"按钮下载 PDF/Word 到 data/materials/

- scripts/service/material_parser.py:PDF/Word 文本提取(pypdf → pdf2image + pytesseract OCR 扫描件兜底;python-docx 抽 docx;antiword 兜底 .doc)

- scripts/service/llm_decision.py:AI 决策统一入口(优先调宿主 jiangchang_skill_core.llm_manager.call_llm_json;本地降级到规则版;输出 decision_source ∈ {llm, rules, rules_no_materials})

- scripts/db/migrations.py:idempotent ALTER/CREATE,建 materials_content 表 + renewal_tasks 加 decision_source / materials_summary 列

修改:

- scripts/db/connection.py:init_db() 自动调 apply_all() 应用 v1.1.1 迁移

- scripts/db/repository.py:加 insert_material / list_materials_for_contract / list_pending_materials / summarize_materials / get_task_full

- scripts/service/task_generator.py:AI 决策统一改为调 llm_decision.decide_suggestion(materials_summary=...);reason 文案加「已结合材料包(X 份文件,Y 字 / 待解析)综合判断:...」

- scripts/service/html_renderer.py:ctx 加 DECISION_SOURCE(LLM 推理 / 本地规则 / 本地规则(无材料))+ MATERIALS_COUNT

- scripts/templates/task.html.j2:footer 加 "AI 建议来源:{{DECISION_SOURCE}} · 已审阅材料 {{MATERIALS_COUNT}} 份"

- scripts/cli/app.py:新增 2 个 CLI(collect-from-platform / parse-materials);现有 9 个不动

- requirements.txt:playwright / pypdf / python-docx / pdf2image / pytesseract / Pillow

- .env.example:SMARTCAMPUS_BASE_URL / SMARTCAMPUS_PROFILE_DIR / MATERIALS_DOWNLOAD_DIR / OCR_LANG / LLM_MODEL_NAME / LLM_API_BASE_URL / LLM_API_TOKEN

- SKILL.md:version 1.1.0 → 1.1.1;用户意图路由表加 2 行;新增「数据来源」段(三层来源 + AI 决策透明化)

- README.md:使用前要准备 → 加 playwright install chromium 步骤

- CHANGELOG.md:v1.1.1 条目

- scripts/util/constants.py:SKILL_VERSION 1.1.0 → 1.1.1

本地验证:11 个 CLI 全部 exit 0;decision_source=rules;reason 含「已结合材料包(6 份文件,待解析)」;HTML footer 含决策来源。

Co-Authored-By: Claude Code <noreply@anthropic.com>
2026-09-14 15:01:24 +08:00

268 lines
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"""Playwright RPA:从 SmartCampus HR 平台抓合同表 + 续聘材料包。
设计要点:
- 使用 launch_persistent_context 复用浏览器登录态,避免密码硬编码
- 首次使用需用户手工登录一次(CLI 默认 --headless false 便于交互)
- 后续使用无头模式(profile 已存 cookie)
- 抓表格:DOM eval_on_selector_all → JSON
- 抓材料:点 "续聘材料包" 按钮 → expect_download → 保存到本地
依赖为可选:playwright 未安装时 import 抛错,上层 CLI 捕获并降级报错。
"""
from __future__ import annotations
import os
import re
import sqlite3
from datetime import datetime
from pathlib import Path
from db import repository as repo
from util.constants import SKILL_SLUG
from util.logging_setup import get_skill_logger
from util.runtime_paths import ensure_dirs
logger = get_skill_logger()
PLATFORM_BASE = os.environ.get("SMARTCAMPUS_BASE_URL", "https://sandbox.jc2009.com")
PLATFORM_HR_PATH = os.environ.get(
"SMARTCAMPUS_HR_PATH", "/industries/campus/smartcampus/app/hr/contracts"
)
PLATFORM_URL = PLATFORM_BASE + PLATFORM_HR_PATH
def _safe_getenv_dir(env_key: str, default_rel: str) -> Path:
raw = os.environ.get(env_key)
if raw:
return Path(raw).resolve()
# 默认放 data/{name}
from util.runtime_paths import get_data_dir
return (get_data_dir() / default_rel).resolve()
def collect_all(limit: int = 0, headless: bool = True) -> dict:
"""登录 sandbox 平台 → 抓合同表 + 材料 → 落库。
返回 dict 形如:
{
"platform_url": "...",
"fetched_rows": N,
"saved_contracts": M,
"downloaded_materials": K,
"contracts": [{"contract_id":..., "teacher_name":..., ...}],
}
"""
try:
from playwright.sync_api import sync_playwright
except ImportError:
logger.error("playwright 未安装,跳过 RPA 采集")
return _error_result("playwright_not_installed", 0)
profile_dir = _safe_getenv_dir("SMARTCAMPUS_PROFILE_DIR", "playwright-profile")
download_dir = _safe_getenv_dir("MATERIALS_DOWNLOAD_DIR", "materials")
profile_dir.mkdir(parents=True, exist_ok=True)
download_dir.mkdir(parents=True, exist_ok=True)
logger.info(
"platform_collector: 启动 profile=%s download_dir=%s headless=%s limit=%d",
profile_dir, download_dir, headless, limit,
)
contracts: list[dict] = []
fetched_rows = 0
downloaded = 0
with sync_playwright() as p:
ctx = p.chromium.launch_persistent_context(
user_data_dir=str(profile_dir),
headless=headless,
accept_downloads=True,
viewport={"width": 1440, "height": 900},
)
try:
page = ctx.new_page()
page.goto(PLATFORM_URL, wait_until="domcontentloaded", timeout=30_000)
# 表格加载(最多 30s)。Sandbox 是 mock,可能永远不出现。
try:
page.wait_for_selector("table tbody tr", timeout=30_000)
except Exception as e:
logger.warning("表格加载超时:%s;可能未登录或 sandbox mock 无数据", e)
return _error_result("table_not_found", 0)
rows = page.eval_on_selector_all(
"table tbody tr",
"rs => rs.map(r => Array.from(r.querySelectorAll('td')).map(td => td.innerText))",
)
fetched_rows = len(rows)
logger.info("platform_collector: 抓到 %d 行", fetched_rows)
for i, r in enumerate(rows):
if limit and i >= limit:
break
# 列序按截图:姓名/单位/到期日/剩余天数/预警/建议/材料包
if len(r) < 6:
logger.warning("行 %d 列数 < 6,跳过: %s", i, r)
continue
teacher = r[0].strip()
unit = r[1].strip()
contract_end = r[2].strip()
days_raw = r[3].strip()
alert_label = r[4].strip()
suggestion_hint = r[5].strip()
contract_id = _gen_contract_id(teacher, contract_end)
contract = {
"contract_id": contract_id,
"teacher_name": teacher,
"unit_name": unit,
"contract_end": _normalize_date(contract_end),
"days_to_expire_hint": _parse_days(days_raw),
"alert_level_hint": _parse_alert(alert_label),
"ai_suggestion_hint": suggestion_hint,
"materials": [],
}
# 点"续聘材料包"按钮
try:
btn = page.locator("table tbody tr").nth(i).locator(
"button:has-text('续聘材料包')"
)
with page.expect_download(timeout=10_000) as dl_info:
btn.click()
dl = dl_info.value
fname = dl.suggested_filename or "materials.zip"
dest = download_dir / f"{contract_id}_{fname}"
dl.save_as(str(dest))
contract["materials"].append(str(dest))
downloaded += 1
except Exception as e:
logger.warning("材料下载失败 %s: %s", contract_id, e)
contracts.append(contract)
finally:
ctx.close()
# 落库
saved = _persist_contracts(contracts)
return {
"platform_url": PLATFORM_URL,
"fetched_rows": fetched_rows,
"saved_contracts": saved,
"downloaded_materials": downloaded,
"contracts": contracts,
}
def _persist_contracts(contracts: list[dict]) -> int:
"""把抓到的合同 + 材料落到 SQLite。仅插入 contracts 表的占位行,
materials_content 由 parse-materials CLI 后续解析写入。
真正的合同台账来自 HR 系统 API(生产)或样例 CSV(本地),
本采集仅作为"快照"记录抓取时间与材料路径。
"""
if not contracts:
return 0
from db.connection import get_connection
conn = get_connection()
try:
with conn:
for c in contracts:
# upsert contracts(仅更新与 sandbox 相关的字段)
conn.execute(
"""
INSERT INTO contracts
(contract_id, employee_id, teacher_name, unit_id, unit_name,
position, contract_type, contract_start, contract_end,
trial_period_end, status, last_material_id, renewed_at)
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, '可续聘', NULL, NULL)
ON CONFLICT(contract_id) DO UPDATE SET
teacher_name = excluded.teacher_name,
unit_name = excluded.unit_name,
contract_end = excluded.contract_end
""",
(
c["contract_id"],
c["contract_id"], # employee_id 暂用 contract_id
c["teacher_name"],
"U-RPA", # unit_id 占位
c["unit_name"],
"(RPA 采集)",
"(RPA 采集)",
"1970-01-01",
c["contract_end"],
c["contract_end"],
),
)
# 写 materials_content(占位:file_path 写入,extracted_text 待 parse-materials)
from db.migrations import ensure_materials_content_schema
ensure_materials_content_schema(conn)
for fp in c["materials"]:
fname = Path(fp).name
conn.execute(
"""
INSERT OR REPLACE INTO materials_content
(contract_id, file_name, file_path, extracted_text,
parse_method, parsed_at)
VALUES (?, ?, ?, NULL, 'pending', ?)
""",
(
c["contract_id"],
fname,
fp,
datetime.now().isoformat(timespec="seconds"),
),
)
return len(contracts)
finally:
conn.close()
def _error_result(reason: str, fetched: int) -> dict:
return {
"platform_url": PLATFORM_URL,
"fetched_rows": fetched,
"saved_contracts": 0,
"downloaded_materials": 0,
"contracts": [],
"error": reason,
}
def _gen_contract_id(teacher: str, end_date: str) -> str:
"""从 (姓名, 到期日) 派 contract_id,确保幂等。"""
safe_teacher = re.sub(r"[^\w]", "", teacher)[:8] or "T"
safe_end = end_date.replace("-", "")[:8]
return f"RPA-{safe_teacher}-{safe_end}"
def _normalize_date(s: str) -> str:
"""尽量把 sandbox 返回的日期归一为 YYYY-MM-DD。"""
s = s.strip()
if re.match(r"^\d{4}-\d{2}-\d{2}$", s):
return s
# 兜底:截前 10 字符
return s[:10]
def _parse_days(s: str) -> int | None:
m = re.search(r"-?\d+", s)
return int(m.group(0)) if m else None
def _parse_alert(s: str) -> str:
s = s.strip()
if "红" in s:
return "red"
if "橙" in s:
return "orange"
if "黄" in s:
return "yellow"
return "unknown"