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AlphaPulse/backend/src/alphapulse/crawler/pipelines.py
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Python

import hashlib
import json
from typing import Any
from scrapy.crawler import Crawler
from sqlalchemy import func, select
from sqlalchemy.dialects.postgresql import insert as pg_insert
from alphapulse.core.db import SessionLocal
from alphapulse.core.redis import redis
from alphapulse.crawler.events import NEWS_CHANNEL
from alphapulse.models import NewsItem, NewsRevision
UPDATABLE_FIELDS = ("url", "title", "summary", "content_html", "content_text", "author", "tags",
"is_paywalled", "published_at", "source_updated_at", "extra")
def content_hash(item: dict[str, Any]) -> str:
return hashlib.sha256("\0".join((item["title"], item["summary"], item["content_html"])).encode()).hexdigest()
class NewsPipeline:
"""按 (source_code, external_id) 幂等落库;内容变化写一条修订"""
def __init__(self, crawler: Crawler) -> None:
self.crawler = crawler
@classmethod
def from_crawler(cls, crawler: Crawler) -> "NewsPipeline":
return cls(crawler)
async def process_item(self, item: dict[str, Any]) -> dict[str, Any]:
spider = self.crawler.spider
digest = content_hash(item)
raw_response_id = item.pop("raw_response_id")
locked = (
select(NewsItem)
.where(NewsItem.source_code == item["source_code"], NewsItem.external_id == item["external_id"])
.with_for_update()
)
async with SessionLocal() as session:
news = await session.scalar(locked)
inserted_id = None
if news is None:
# 行不存在时 FOR UPDATE 锁不住任何东西;用 ON CONFLICT 处理同一条目被并发首次写入
inserted_id = await session.scalar(
pg_insert(NewsItem)
.values(**item, content_hash=digest, revision_no=1)
.on_conflict_do_nothing(index_elements=[NewsItem.source_code, NewsItem.external_id])
.returning(NewsItem.id)
)
# 插入成功取新行;冲突说明另一处刚写入,按已存在条目走比较/修订流程
news = await session.scalar(locked)
if inserted_id is not None:
kind = "new"
else:
# 主记录保存最新元数据;正文修订仍只由内容哈希变化决定。
for field in UPDATABLE_FIELDS:
setattr(news, field, item[field])
news.last_seen_at = func.now()
if news.content_hash != digest:
kind = "revised"
news.content_hash = digest
news.revision_no += 1
else:
kind = None
if kind:
session.add(NewsRevision(
news_id=news.id,
revision_no=news.revision_no,
title=item["title"],
summary=item["summary"],
content_html=item["content_html"],
content_hash=digest,
raw_response_id=raw_response_id,
))
news_id = news.id
await session.commit()
spider.run.items_seen += 1
if kind:
setattr(spider.run, f"items_{kind}", getattr(spider.run, f"items_{kind}") + 1)
await redis.publish(NEWS_CHANNEL, json.dumps({"id": news_id, "source_code": item["source_code"], "kind": kind}))
return item