自媒体人的效率革命：我是如何用Python+Vue+Java构建AI智能媒体助理的

// 账号状态检查定时任务示例
@Scheduled(cron = "0 0 */1 * * ?")
public void checkAccountStatus() {
    List<PlatformAccount> accounts = accountService.getAllAccounts();
    for (PlatformAccount account : accounts) {
        boolean isValid = platformAuthService.validateSession(account);
        if (!isValid) {
            platformAuthService.refreshSession(account);
        }
    }
}

import tencentcloud.nlp.v20190408 as nlp
from tencentcloud.common import credential
from tencentcloud.common.profile.client_profile import ClientProfile
import redis

# 初始化Redis连接
redis_client = redis.Redis(host='localhost', port=6379, db=0)

def generate_article(keyword, style_prompt):
    # 检查缓存中是否已有生成结果
    cache_key = f"article:{keyword}:{style_prompt}"
    cached_content = redis_client.get(cache_key)
    if cached_content:
        return cached_content.decode('utf-8')
    
    # 调用腾讯云API生成内容
    cred = credential.Credential("your-secret-id", "your-secret-key")
    client = nlp.client.NlpClient(cred, "ap-guangzhou")
    req = nlp.models.GenerateArticleRequest()
    req.Keyword = keyword
    req.StylePrompt = style_prompt
    resp = client.GenerateArticle(req)
    
    # 将结果缓存24小时
    redis_client.setex(cache_key, 86400, resp.Content)
    return resp.Content

class PlatformPublisher:
    def __init__(self):
        self.scheduler = BackgroundScheduler()
        self.scheduler.start()
        
    def add_publish_task(self, platform, content, publish_time):
        """添加发布任务"""
        # 设置平台特定的发布参数
        platform_config = self._get_platform_config(platform)
        formatted_content = self._format_content(content, platform_config)
        
        # 安排发布任务
        self.scheduler.add_job(
            self._publish_to_platform,
            'date',
            run_date=publish_time,
            args=[platform, formatted_content],
            id=f"publish_{platform}_{publish_time.timestamp()}"
        )
    
    def _publish_to_platform(self, platform, content):
        """实际发布到平台"""
        try:
            if platform == "weibo":
                self._publish_to_weibo(content)
            elif platform == "zhihu":
                self._publish_to_zhihu(content)
            # 其他平台处理逻辑...
            logger.info(f"成功发布到{platform}")
        except Exception as e:
            logger.error(f"发布到{platform}失败: {str(e)}")
            self._retry_publish(platform, content)

// 数据统计服务示例
@Service
public class DataStatisticsService {
    @Autowired
    private PlatformDataClient dataClient;
    
    @Async("statisticsThreadPool")
    public CompletableFuture<PlatformStats> getPlatformStats(String platform, LocalDate startDate, LocalDate endDate) {
        // 获取基础阅读数据
        List<ReadData> readData = dataClient.getReadData(platform, startDate, endDate);
        
        // 获取收益数据
        List<IncomeData> incomeData = dataClient.getIncomeData(platform, startDate, endDate);
        
        // 获取粉丝数据
        List<FansData> fansData = dataClient.getFansData(platform, startDate, endDate);
        
        // 聚合数据并计算统计指标
        PlatformStats stats = aggregateData(readData, incomeData, fansData);
        
        return CompletableFuture.completedFuture(stats);
    }
    
    public DashboardData getDashboardData(List<String> platforms) {
        // 并行获取各平台数据
        List<CompletableFuture<PlatformStats>> futures = platforms.stream()
            .map(platform -> getPlatformStats(platform, 
                LocalDate.now().minusDays(7), 
                LocalDate.now()))
            .collect(Collectors.toList());
        
        // 等待所有数据获取完成
        CompletableFuture.allOf(futures.toArray(new CompletableFuture[0])).join();
        
        // 构建仪表盘数据
        return buildDashboardData(futures.stream()
            .map(CompletableFuture::join)
            .collect(Collectors.toList()));
    }
}