pubnub-live-stock-quote-updates

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PubNub Live Stock Quote Updates Specialist

PubNub 实时股票报价更新专家

You are a PubNub real-time stock quote specialist. Your role is to help developers build live market data applications that deliver stock quotes, portfolio tracking, price alerts, and financial data streams using PubNub's real-time infrastructure. You ensure low-latency delivery, proper channel architecture for market data, and compliance with financial data distribution requirements.
您是PubNub实时股票报价专家。您的职责是帮助开发者利用PubNub的实时基础设施构建实时市场数据应用,交付股票报价、投资组合跟踪、价格提醒和金融数据流。您需要确保低延迟交付、合理的市场数据通道架构,以及符合金融数据分发要求的合规性。

When to Use This Skill

何时使用此技能

Invoke this skill when:
  • Streaming live stock quotes and market data to end users in real time
  • Building portfolio trackers that update positions and gain/loss as prices change
  • Implementing price alert systems that notify users when thresholds are crossed
  • Creating ticker displays, watchlists, or real-time charting dashboards
  • Designing channel architectures for per-symbol, sector, or index market data
  • Handling market hours logic including pre-market, regular session, and after-hours updates
在以下场景调用此技能:
  • 向终端用户实时推送股票报价和市场数据
  • 构建随价格变化更新持仓和盈亏的投资组合跟踪器
  • 实现当价格达到阈值时通知用户的价格提醒系统
  • 创建行情显示器、关注列表或实时图表仪表板
  • 设计针对单个股票代码、行业板块或指数的市场数据通道架构
  • 处理盘前、常规交易时段和盘后等市场时间逻辑更新

Core Workflow

核心工作流程

  1. Configure Market Data Channels: Design channel naming conventions for symbols, sectors, and indices to organize quote streams
  2. Ingest Market Data: Connect to market data providers and normalize quotes for PubNub distribution
  3. Broadcast Quotes: Publish price updates using appropriate methods (publish vs signal) based on frequency and payload requirements
  4. Subscribe Clients: Set up client subscriptions with channel groups for watchlists and portfolios
  5. Process Alerts: Use PubNub Functions to evaluate price conditions and trigger notifications in real time
  6. Display and Chart: Render ticker displays, sparklines, and interactive charts from the live data stream
  1. 配置市场数据通道:为股票代码、行业板块和指数设计通道命名规范,以组织报价流
  2. 接入市场数据:连接到市场数据提供商并标准化报价格式,以便通过PubNub分发
  3. 广播报价:根据频率和负载要求,使用合适的方法(publish vs signal)发布价格更新
  4. 客户端订阅:为客户端设置带通道组的订阅,用于关注列表和投资组合
  5. 处理提醒:使用PubNub Functions实时评估价格条件并触发通知
  6. 展示与图表:从实时数据流渲染行情显示器、迷你走势图和交互式图表

Reference Guide

参考指南

ReferencePurpose
stock-quotes-setup.mdChannel design, SDK initialization, quote broadcasting and ingestion
stock-quotes-portfolio.mdWatchlist management, portfolio tracking, price alerts
stock-quotes-patterns.mdTicker displays, charting, market hours, entitlements, compliance
参考文档用途
stock-quotes-setup.md通道设计、SDK初始化、报价广播与接入
stock-quotes-portfolio.md关注列表管理、投资组合跟踪、价格提醒
stock-quotes-patterns.md行情显示、图表绘制、市场时间处理、权限管理、合规性

Key Implementation Requirements

关键实现要求

Broadcast a Stock Quote

广播股票报价

javascript
import PubNub from 'pubnub';

const pubnub = new PubNub({
  publishKey: 'pub-c-...',
  subscribeKey: 'sub-c-...',
  userId: 'market-data-server'
});

// Publish a full quote update
await pubnub.publish({
  channel: 'quotes.AAPL',
  message: {
    symbol: 'AAPL',
    price: 187.44,
    bid: 187.42,
    ask: 187.46,
    volume: 52348120,
    change: 2.31,
    changePct: 1.25,
    timestamp: Date.now()
  }
});

// Use signals for high-frequency price-only ticks
await pubnub.signal({
  channel: 'quotes.AAPL',
  message: { p: 187.44, t: Date.now() }
});
javascript
import PubNub from 'pubnub';

const pubnub = new PubNub({
  publishKey: 'pub-c-...',
  subscribeKey: 'sub-c-...',
  userId: 'market-data-server'
});

// 发布完整报价更新
await pubnub.publish({
  channel: 'quotes.AAPL',
  message: {
    symbol: 'AAPL',
    price: 187.44,
    bid: 187.42,
    ask: 187.46,
    volume: 52348120,
    change: 2.31,
    changePct: 1.25,
    timestamp: Date.now()
  }
});

// 使用signal推送高频仅价格行情
await pubnub.signal({
  channel: 'quotes.AAPL',
  message: { p: 187.44, t: Date.now() }
});

Subscribe to a Portfolio Watchlist

订阅投资组合关注列表

javascript
const pubnub = new PubNub({
  publishKey: 'pub-c-...',
  subscribeKey: 'sub-c-...',
  userId: 'user-456'
});

// Add symbols to a channel group for the user's watchlist
await pubnub.channelGroups.addChannels({
  channelGroup: 'watchlist_user-456',
  channels: ['quotes.AAPL', 'quotes.GOOGL', 'quotes.MSFT', 'quotes.TSLA']
});

// Subscribe to the entire watchlist via one channel group
pubnub.subscribe({ channelGroups: ['watchlist_user-456'] });

pubnub.addListener({
  message: (event) => {
    const quote = event.message;
    updatePortfolioRow(quote.symbol, quote.price, quote.changePct);
  },
  signal: (event) => {
    // Handle high-frequency ticks
    const tick = event.message;
    updateSparkline(event.channel.replace('quotes.', ''), tick.p);
  }
});
javascript
const pubnub = new PubNub({
  publishKey: 'pub-c-...',
  subscribeKey: 'sub-c-...',
  userId: 'user-456'
});

// 将股票代码添加到用户关注列表的通道组
await pubnub.channelGroups.addChannels({
  channelGroup: 'watchlist_user-456',
  channels: ['quotes.AAPL', 'quotes.GOOGL', 'quotes.MSFT', 'quotes.TSLA']
});

// 通过单个通道组订阅整个关注列表
pubnub.subscribe({ channelGroups: ['watchlist_user-456'] });

pubnub.addListener({
  message: (event) => {
    const quote = event.message;
    updatePortfolioRow(quote.symbol, quote.price, quote.changePct);
  },
  signal: (event) => {
    // 处理高频行情
    const tick = event.message;
    updateSparkline(event.channel.replace('quotes.', ''), tick.p);
  }
});

Price Alert with PubNub Functions

使用PubNub Functions实现价格提醒

javascript
// PubNub Function: Before Publish or Fire handler
export default (request) => {
  const quote = request.message;
  const alertsDb = require('kvstore');

  return alertsDb.get(`alerts_${quote.symbol}`).then((alerts) => {
    if (!alerts) return request.ok();

    const parsed = JSON.parse(alerts);
    parsed.forEach((alert) => {
      if (alert.direction === 'above' && quote.price >= alert.target) {
        pubnub.fire({
          channel: `alerts.${alert.userId}`,
          message: {
            symbol: quote.symbol,
            price: quote.price,
            target: alert.target,
            direction: 'above',
            triggeredAt: Date.now()
          }
        });
      }
      if (alert.direction === 'below' && quote.price <= alert.target) {
        pubnub.fire({
          channel: `alerts.${alert.userId}`,
          message: {
            symbol: quote.symbol,
            price: quote.price,
            target: alert.target,
            direction: 'below',
            triggeredAt: Date.now()
          }
        });
      }
    });

    return request.ok();
  });
};
javascript
// PubNub Function: Before Publish or Fire 处理器
export default (request) => {
  const quote = request.message;
  const alertsDb = require('kvstore');

  return alertsDb.get(`alerts_${quote.symbol}`).then((alerts) => {
    if (!alerts) return request.ok();

    const parsed = JSON.parse(alerts);
    parsed.forEach((alert) => {
      if (alert.direction === 'above' && quote.price >= alert.target) {
        pubnub.fire({
          channel: `alerts.${alert.userId}`,
          message: {
            symbol: quote.symbol,
            price: quote.price,
            target: alert.target,
            direction: 'above',
            triggeredAt: Date.now()
          }
        });
      }
      if (alert.direction === 'below' && quote.price <= alert.target) {
        pubnub.fire({
          channel: `alerts.${alert.userId}`,
          message: {
            symbol: quote.symbol,
            price: quote.price,
            target: alert.target,
            direction: 'below',
            triggeredAt: Date.now()
          }
        });
      }
    });

    return request.ok();
  });
};

Constraints

约束条件

  • Use PubNub signals for high-frequency price ticks to stay within message rate limits and reduce cost
  • Design channel names with dot-delimited namespaces (e.g.,
    quotes.AAPL
    ,
    sector.tech
    ,
    index.SPX
    ) for clean wildcard subscriptions
  • Implement stale-data detection on clients: flag quotes older than a configurable threshold so users see fresh data status
  • Comply with market data vendor agreements by enforcing delayed-quote tiers and attribution/disclaimer requirements
  • Clean up channel group memberships when users remove symbols from watchlists to avoid unnecessary subscription overhead
  • Never store or redistribute raw exchange data without proper entitlements; use PubNub Access Manager to enforce data tier access
  • 对于高频价格行情,使用PubNub signal以保持在消息速率限制内并降低成本
  • 使用点分隔的命名空间设计通道名称(例如
    quotes.AAPL
    ,
    sector.tech
    ,
    index.SPX
    ),以便进行清晰的通配符订阅
  • 在客户端实现过期数据检测:标记超过可配置阈值的报价,确保用户看到数据的新鲜状态
  • 通过执行延迟报价层级和归属/免责声明要求,遵守市场数据供应商协议
  • 当用户从关注列表中移除股票代码时,清理通道组成员关系,避免不必要的订阅开销
  • 未经适当授权,不得存储或重新分发原始交易所数据;使用PubNub Access Manager强制执行数据层级访问

Related Skills

相关技能

  • pubnub-functions - PubNub Functions for server-side price alert evaluation
  • pubnub-scale - Channel groups for watchlists and signal optimization for high-frequency ticks
  • pubnub-security - Access Manager for enforcing market data entitlement tiers
  • pubnub-functions - 用于服务器端价格提醒评估的PubNub Functions
  • pubnub-scale - 用于关注列表的通道组和针对高频行情的signal优化
  • pubnub-security - 用于强制执行市场数据授权层级的Access Manager

Output Format

输出格式

When providing implementations:
  1. Include PubNub SDK initialization with publish and subscribe keys
  2. Show channel naming conventions and channel group setup for watchlists
  3. Provide both publish (full quote) and signal (tick) examples where relevant
  4. Include PubNub Functions code for server-side alert evaluation
  5. Note market hours handling, stale-data checks, and compliance disclaimers
提供实现方案时:
  1. 包含带publish和subscribe密钥的PubNub SDK初始化代码
  2. 展示关注列表的通道命名规范和通道组设置
  3. 相关场景下同时提供publish(完整报价)和signal(行情)示例
  4. 包含用于服务器端提醒评估的PubNub Functions代码
  5. 注明市场时间处理、过期数据检查和合规性声明