封装清洗过程
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@@ -1,10 +1,10 @@
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ENV=dev
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# MySQL(业务库)
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DB_HOST=8.163.14.142
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DB_PORT=30006
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DB_HOST=192.168.31.105
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DB_PORT=3306
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DB_USER=root
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DB_PASSWORD=^CgDatabase2020
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DB_PASSWORD=123456
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DB_NAME=offerpie
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MYSQL_POOL_SIZE=10
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MYSQL_MAX_OVERFLOW=10
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@@ -35,7 +35,7 @@ EXTRACT_SYSTEM_PROMPT = """你是招聘公告信息提取专家。用户会给
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## 字段说明
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- company_name:招聘的公司名称,取全称或公告中最完整的写法
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- company_name:招聘的公司名称,取简称
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- title:公告标题,如「XX公司2027届秋季校园招聘正式启动」
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- company_intro:公司介绍段落,原文摘录,最多 300 字。公告中没有公司介绍时,可以根据你自己对该公司的了解补充一段简介;不了解该公司时填 null
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- target_audience:面向对象,如「2027届本硕博」「2026届及2027届毕业生」,最多 200 字
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@@ -0,0 +1,73 @@
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"""公司业务服务:查找或创建公司基础记录,上传 Logo。"""
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from __future__ import annotations
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import threading
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from datetime import datetime
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from sqlalchemy import insert, text
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from app.core.database import MysqlSession
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from app.core.id_gen import next_id
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from app.core.logger import log
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from app.core.oss import upload_image_url
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from app.models.company import Company
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# 公司创建锁(防止并发重复插入同一公司)
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_company_lock = threading.Lock()
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def find_or_create_company(company_name: str, logo_url: str | None = None) -> int:
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"""查找或创建公司,上传 Logo 并回填地址。
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Args:
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company_name: 公司名称(用于查重和创建)。
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logo_url: Logo 图片原始地址,非空时下载并上传 OSS。
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Returns:
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公司 ID。
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"""
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if not company_name:
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company_name = "未知公司"
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with _company_lock:
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with MysqlSession() as session:
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row = session.execute(
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text("SELECT id FROM bg_company WHERE short_name = :name LIMIT 1"),
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{"name": company_name},
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)
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existing = row.scalar()
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if existing:
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return existing
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company_id = next_id()
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now = datetime.now()
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session.execute(
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insert(Company).values(
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id=company_id,
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name=company_name,
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short_name=company_name,
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status=0,
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create_time=now,
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update_time=now,
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)
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)
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session.commit()
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log.info("公司创建成功 [id={}]: {}", company_id, company_name)
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# 锁外处理 Logo 上传
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if logo_url:
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try:
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oss_url = upload_image_url(logo_url)
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if oss_url:
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with MysqlSession() as session:
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session.execute(
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text("UPDATE bg_company SET logo_url = :url, update_time = :t WHERE id = :id"),
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{"url": oss_url, "t": datetime.now(), "id": company_id},
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)
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session.commit()
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log.info("公司 Logo 上传成功 [id={}]: {}", company_id, oss_url)
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except Exception as exc:
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log.warning("公司 Logo 上传失败 [id={}]: {}", company_id, exc)
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return company_id
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@@ -1,7 +1,170 @@
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"""招聘公告业务服务。"""
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"""招聘公告业务服务:编排公告爬取、AI 信息提取与数据库保存。"""
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from __future__ import annotations
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from datetime import datetime
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from sqlalchemy import insert, text
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from app.ai.extract.announcement_extract import extract_announcement
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from app.core.database import MysqlSession
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from app.core.id_gen import next_id
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from app.core.logger import log
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from app.models.recruit_announcement import RecruitAnnouncement
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from app.models.recruit_announcement_batch import RecruitAnnouncementBatch
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from app.models.recruit_announcement_category import RecruitAnnouncementCategory
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from app.models.recruit_announcement_city import RecruitAnnouncementCity
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from app.models.recruit_announcement_education import RecruitAnnouncementEducation
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from app.models.recruit_announcement_tag import RecruitAnnouncementTag
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from app.models.recruit_announcement_year import RecruitAnnouncementYear
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from app.service.company_service import find_or_create_company
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from app.tool.page_extract import extract_page
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class RecruitAnnouncementService:
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"""编排公告爬取、AI 信息提取与数据库保存。"""
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def _parse_datetime(value: str | None) -> datetime | None:
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"""将 yyyy-MM-dd HH:mm:ss 字符串解析为 datetime,失败返回 None。"""
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if not value:
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return None
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try:
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return datetime.strptime(value, "%Y-%m-%d %H:%M:%S")
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except (ValueError, TypeError):
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return None
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pass
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def _save_announcement(announcement_id: int, company_id: int, url: str, data: dict) -> None:
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"""保存公告主表和六张关联表,单事务提交。"""
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now = datetime.now()
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with MysqlSession() as session:
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# 主表
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session.execute(
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insert(RecruitAnnouncement).values(
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id=announcement_id,
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company_id=company_id,
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company_name=data.get("company_name") or "",
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title=data.get("title") or "",
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company_intro=data.get("company_intro"),
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target_audience=data.get("target_audience"),
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major_require=data.get("major_require"),
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remark=data.get("remark"),
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written_exam=data.get("written_exam"),
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apply_start_time=_parse_datetime(data.get("apply_start_time")),
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apply_end_time=_parse_datetime(data.get("apply_end_time")),
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apply_end_desc=data.get("apply_end_desc"),
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invite_code=data.get("invite_code"),
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announcement_url=url,
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apply_url=data.get("apply_url"),
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apply_email=data.get("apply_email"),
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source=data.get("source"),
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publish_time=_parse_datetime(data.get("publish_time")),
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clean_status=1,
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status=1,
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create_time=now,
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update_time=now,
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)
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)
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# 招聘届数
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for year in data.get("recruit_years") or []:
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session.execute(
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insert(RecruitAnnouncementYear).values(
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id=next_id(),
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announcement_id=announcement_id,
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recruit_year=int(year),
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create_time=now,
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)
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)
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# 批次
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for batch in data.get("batches") or []:
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session.execute(
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insert(RecruitAnnouncementBatch).values(
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id=next_id(),
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announcement_id=announcement_id,
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batch_name=str(batch)[:64],
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create_time=now,
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)
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)
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# 标签
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for tag in data.get("tags") or []:
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session.execute(
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insert(RecruitAnnouncementTag).values(
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id=next_id(),
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announcement_id=announcement_id,
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tag_name=str(tag)[:64],
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create_time=now,
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)
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)
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# 城市
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for city in data.get("cities") or []:
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session.execute(
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insert(RecruitAnnouncementCity).values(
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id=next_id(),
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announcement_id=announcement_id,
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city_name=str(city)[:64],
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create_time=now,
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)
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)
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# 岗位大类
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for category in data.get("categories") or []:
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session.execute(
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insert(RecruitAnnouncementCategory).values(
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id=next_id(),
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announcement_id=announcement_id,
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category_name=str(category)[:64],
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create_time=now,
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)
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)
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# 学历要求
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for edu in data.get("educations") or []:
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session.execute(
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insert(RecruitAnnouncementEducation).values(
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id=next_id(),
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announcement_id=announcement_id,
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education_name=str(edu)[:32],
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create_time=now,
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)
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)
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session.commit()
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def process_announcement(url: str) -> None:
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"""处理单条公告 URL 的完整流程。"""
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# 1. URL 去重
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with MysqlSession() as session:
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row = session.execute(
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text("SELECT id FROM bg_recruit_announcement WHERE announcement_url = :url LIMIT 1"),
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{"url": url},
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)
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if row.scalar():
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log.info("公告已存在,跳过: {}", url)
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return
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# 2. 页面内容提取
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result = extract_page(url)
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if not result.content or len(result.content) < 50:
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log.info("公告页内容过短({}字),跳过: {}", len(result.content) if result.content else 0, url)
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return
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# 3. AI 信息提取
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data = extract_announcement(result.content)
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if data is None:
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log.warning("AI 信息提取失败,跳过: {}", url)
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return
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# 4. 公司处理
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company_name = data.get("company_name") or ""
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company_id = find_or_create_company(company_name, result.logo_url)
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# 5. 保存公告
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announcement_id = next_id()
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try:
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_save_announcement(announcement_id, company_id, url, data)
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log.info("公告入库成功 [id={}]: {} | 公司={}", announcement_id, data.get("title"), company_name)
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except Exception as exc:
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log.error("公告入库失败 [url={}]: {}", url, exc)
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@@ -16,6 +16,7 @@ langchain-anthropic>=0.3
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langchain-core>=0.3
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# 工具
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json-repair>=0.61
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loguru>=0.7
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oss2==2.19.1
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snowflake-id>=1.0
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