youtube_data_expert.js
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/**
* YouTube 数据抓取专家
* 通过 YouTube Data API v3 实现视频、频道、搜索数据的获取
* @version 1.0.0
*/
const https = require('https');
const { URL } = require('url');
// ============================================
// 配置
// ============================================
const CONFIG = {
apiBaseUrl: 'https://www.googleapis.com/youtube/v3',
quotaLimit: 10000,
quotaWarningThreshold: 8000,
batchSize: 50,
maxRetries: 3,
baseDelay: 1000,
maxConcurrent: 5
};
// 配额追踪
let quotaUsage = {
search: 0,
videos: 0,
channels: 0,
playlistItems: 0,
total: 0
};
// ============================================
// 核心 API 请求函数
// ============================================
/**
* 发送 YouTube API 请求
* @param {string} endpoint - API 端点
* @param {Object} params - 请求参数
* @returns {Promise<Object>} API 响应
*/
async function apiRequest(endpoint, params = {}) {
const apiKey = process.env.YOUTUBE_API_KEY;
if (!apiKey) {
throw new Error('YOUTUBE_API_KEY environment variable is required');
}
const url = new URL(`${CONFIG.apiBaseUrl}/${endpoint}`);
url.searchParams.append('key', apiKey);
Object.entries(params).forEach(([key, value]) => {
if (value !== undefined && value !== null) {
url.searchParams.append(key, value);
}
});
return new Promise((resolve, reject) => {
const req = https.get(url.toString(), {
headers: {
'Accept': 'application/json',
'User-Agent': 'YouTube-Data-Expert/1.0'
}
}, (res) => {
let data = '';
res.on('data', chunk => data += chunk);
res.on('end', () => {
try {
const json = JSON.parse(data);
if (json.error) {
const error = new Error(`API Error: ${json.error.message}`);
error.code = json.error.code;
error.details = json.error.errors;
reject(error);
} else {
resolve(json);
}
} catch (e) {
reject(new Error(`Parse Error: ${e.message}`));
}
});
});
req.on('error', reject);
req.setTimeout(30000, () => {
req.destroy();
reject(new Error('Request timeout'));
});
});
}
/**
* 带重试的 API 请求
* @param {string} endpoint - API 端点
* @param {Object} params - 请求参数
* @param {string} quotaType - 配额类型
* @returns {Promise<Object>} API 响应
*/
async function apiRequestWithRetry(endpoint, params, quotaType) {
let lastError;
for (let attempt = 0; attempt < CONFIG.maxRetries; attempt++) {
try {
// 检查配额
if (quotaUsage.total >= CONFIG.quotaLimit) {
throw new Error(`API quota exceeded (${quotaUsage.total}/${CONFIG.quotaLimit} units)`);
}
const result = await apiRequest(endpoint, params);
trackQuota(quotaType);
return result;
} catch (error) {
lastError = error;
// 根据错误码处理
if (error.code === 403) {
// 配额耗尽或权限不足,不再重试
throw error;
} else if (error.code === 429) {
// 速率限制,指数退避
const delay = CONFIG.baseDelay * Math.pow(2, attempt);
await sleep(delay);
} else if (error.code >= 500) {
// 服务器错误,延迟重试
await sleep(3000);
} else if (error.code === 400) {
// 参数错误,检查后重试一次
if (attempt === 0) {
await sleep(1000);
} else {
throw error;
}
} else {
// 其他错误,直接抛出
throw error;
}
}
}
throw lastError;
}
/**
* 记录配额使用
* @param {string} type - 配额类型
*/
function trackQuota(type) {
const costs = {
'search': 100,
'videos': 1,
'channels': 1,
'playlistItems': 1,
'playlists': 1,
'commentThreads': 1
};
const cost = costs[type] || 1;
quotaUsage[type] = (quotaUsage[type] || 0) + cost;
quotaUsage.total += cost;
// 配额警告
if (quotaUsage.total >= CONFIG.quotaWarningThreshold) {
console.warn(`⚠️ Quota warning: ${quotaUsage.total}/${CONFIG.quotaLimit} units used`);
}
}
/**
* 延迟函数
* @param {number} ms - 毫秒
*/
function sleep(ms) {
return new Promise(resolve => setTimeout(resolve, ms));
}
// ============================================
// 视频相关功能
// ============================================
/**
* 批量获取视频详情
* @param {string[]} videoIds - 视频ID数组
* @param {string[]} parts - 要获取的字段
* @returns {Promise<Array>} 视频详情数组
*/
async function getVideos(videoIds, parts = ['snippet', 'statistics', 'contentDetails']) {
if (!videoIds || videoIds.length === 0) {
return [];
}
const results = [];
// 分批处理,每批最多50个
for (let i = 0; i < videoIds.length; i += CONFIG.batchSize) {
const batch = videoIds.slice(i, i + CONFIG.batchSize);
try {
const response = await apiRequestWithRetry('videos', {
part: parts.join(','),
id: batch.join(',')
}, 'videos');
if (response.items) {
results.push(...response.items.map(parseVideoData));
}
} catch (error) {
console.error(`Failed to fetch videos batch ${i / CONFIG.batchSize + 1}: ${error.message}`);
// 继续处理其他批次
}
}
return results;
}
/**
* 获取单个视频详情
* @param {string} videoId - 视频ID
* @param {string[]} parts - 要获取的字段
* @returns {Promise<Object|null>} 视频详情
*/
async function getVideo(videoId, parts = ['snippet', 'statistics', 'contentDetails']) {
const videos = await getVideos([videoId], parts);
return videos[0] || null;
}
/**
* 解析视频数据
* @param {Object} item - API 返回的视频数据
* @returns {Object} 清洗后的视频数据
*/
function parseVideoData(item) {
const snippet = item.snippet || {};
const statistics = item.statistics || {};
const contentDetails = item.contentDetails || {};
return {
id: item.id,
title: snippet.title || '',
description: snippet.description || '',
publishedAt: snippet.publishedAt,
channelId: snippet.channelId,
channelTitle: snippet.channelTitle,
thumbnails: snippet.thumbnails,
tags: snippet.tags || [],
categoryId: snippet.categoryId,
duration: parseDuration(contentDetails.duration),
dimension: contentDetails.dimension,
definition: contentDetails.definition,
caption: contentDetails.caption === 'true',
viewCount: parseInt(statistics.viewCount, 10) || 0,
likeCount: parseInt(statistics.likeCount, 10) || 0,
commentCount: parseInt(statistics.commentCount, 10) || 0
};
}
/**
* 解析 ISO 8601 时长为秒数
* @param {string} duration - ISO 8601 格式时长 (PT15M33S)
* @returns {number} 秒数
*/
function parseDuration(duration) {
if (!duration) return 0;
const match = duration.match(/PT(?:(\d+)H)?(?:(\d+)M)?(?:(\d+)S)?/);
if (!match) return 0;
const hours = parseInt(match[1] || 0, 10);
const minutes = parseInt(match[2] || 0, 10);
const seconds = parseInt(match[3] || 0, 10);
return hours * 3600 + minutes * 60 + seconds;
}
// ============================================
// 频道相关功能
// ============================================
/**
* 批量获取频道详情
* @param {string[]} channelIds - 频道ID数组
* @param {string[]} parts - 要获取的字段
* @returns {Promise<Array>} 频道详情数组
*/
async function getChannels(channelIds, parts = ['snippet', 'statistics', 'contentDetails']) {
if (!channelIds || channelIds.length === 0) {
return [];
}
const results = [];
for (let i = 0; i < channelIds.length; i += CONFIG.batchSize) {
const batch = channelIds.slice(i, i + CONFIG.batchSize);
try {
const response = await apiRequestWithRetry('channels', {
part: parts.join(','),
id: batch.join(',')
}, 'channels');
if (response.items) {
results.push(...response.items.map(parseChannelData));
}
} catch (error) {
console.error(`Failed to fetch channels batch ${i / CONFIG.batchSize + 1}: ${error.message}`);
}
}
return results;
}
/**
* 获取单个频道详情
* @param {string} channelId - 频道ID
* @param {string[]} parts - 要获取的字段
* @returns {Promise<Object|null>} 频道详情
*/
async function getChannel(channelId, parts = ['snippet', 'statistics', 'contentDetails']) {
const channels = await getChannels([channelId], parts);
return channels[0] || null;
}
/**
* 解析频道数据
* @param {Object} item - API 返回的频道数据
* @returns {Object} 清洗后的频道数据
*/
function parseChannelData(item) {
const snippet = item.snippet || {};
const statistics = item.statistics || {};
const contentDetails = item.contentDetails || {};
const brandingSettings = item.brandingSettings || {};
const subscriberCount = statistics.hiddenSubscriberCount
? null
: parseInt(statistics.subscriberCount, 10) || 0;
const videoCount = parseInt(statistics.videoCount, 10) || 0;
const viewCount = parseInt(statistics.viewCount, 10) || 0;
return {
id: item.id,
title: snippet.title || '',
description: snippet.description || '',
publishedAt: snippet.publishedAt,
thumbnails: snippet.thumbnails,
country: snippet.country,
language: snippet.defaultLanguage,
subscriberCount,
subscriberCountHidden: statistics.hiddenSubscriberCount || false,
estimatedSubscriberCount: statistics.hiddenSubscriberCount
? Math.round(viewCount / Math.max(videoCount, 1) * 10)
: null,
viewCount,
videoCount,
viewsPerVideo: videoCount > 0 ? Math.round(viewCount / videoCount) : 0,
uploadsPlaylistId: contentDetails.relatedPlaylists?.uploads,
keywords: brandingSettings.channel?.keywords?.split(' ') || [],
url: `https://youtube.com/channel/${item.id}`
};
}
// ============================================
// 搜索功能
// ============================================
/**
* 搜索视频
* @param {Object} options - 搜索选项
* @returns {Promise<Object>} 搜索结果
*/
async function searchVideos(options = {}) {
const {
q,
channelId,
maxResults = 25,
order = 'relevance',
publishedAfter,
publishedBefore,
pageToken
} = options;
const params = {
part: 'snippet',
type: 'video',
maxResults: Math.min(maxResults, CONFIG.batchSize),
order
};
if (q) params.q = q;
if (channelId) params.channelId = channelId;
if (publishedAfter) params.publishedAfter = publishedAfter;
if (publishedBefore) params.publishedBefore = publishedBefore;
if (pageToken) params.pageToken = pageToken;
const response = await apiRequestWithRetry('search', params, 'search');
return {
items: (response.items || []).map(item => ({
videoId: item.id.videoId,
title: item.snippet.title,
description: item.snippet.description,
publishedAt: item.snippet.publishedAt,
channelId: item.snippet.channelId,
channelTitle: item.snippet.channelTitle,
thumbnails: item.snippet.thumbnails,
url: `https://youtube.com/watch?v=${item.id.videoId}`
})),
nextPageToken: response.nextPageToken,
totalResults: response.pageInfo?.totalResults || 0
};
}
/**
* 搜索频道
* @param {Object} options - 搜索选项
* @returns {Promise<Object>} 搜索结果
*/
async function searchChannels(options = {}) {
const { q, maxResults = 25 } = options;
const response = await apiRequestWithRetry('search', {
part: 'snippet',
type: 'channel',
q,
maxResults: Math.min(maxResults, CONFIG.batchSize)
}, 'search');
return {
items: (response.items || []).map(item => ({
channelId: item.id.channelId,
title: item.snippet.title,
description: item.snippet.description,
publishedAt: item.snippet.publishedAt,
thumbnails: item.snippet.thumbnails,
url: `https://youtube.com/channel/${item.id.channelId}`
})),
nextPageToken: response.nextPageToken,
totalResults: response.pageInfo?.totalResults || 0
};
}
// ============================================
// 播放列表功能
// ============================================
/**
* 获取播放列表中的视频
* @param {string} playlistId - 播放列表ID
* @param {number} maxResults - 最大结果数
* @param {string} pageToken - 分页令牌
* @returns {Promise<Object>} 视频列表
*/
async function getPlaylistItems(playlistId, maxResults = 50, pageToken) {
const params = {
part: 'snippet,contentDetails',
playlistId,
maxResults: Math.min(maxResults, CONFIG.batchSize)
};
if (pageToken) params.pageToken = pageToken;
const response = await apiRequestWithRetry('playlistItems', params, 'playlistItems');
return {
items: (response.items || []).map(item => ({
playlistItemId: item.id,
videoId: item.contentDetails?.videoId,
title: item.snippet.title,
description: item.snippet.description,
publishedAt: item.snippet.publishedAt,
position: item.snippet.position,
thumbnails: item.snippet.thumbnails
})),
nextPageToken: response.nextPageToken,
totalResults: response.pageInfo?.totalResults || 0
};
}
/**
* 获取频道上传列表
* @param {string} uploadsPlaylistId - 上传播放列表ID
* @param {number} maxResults - 最大结果数
* @returns {Promise<Object>} 视频列表
*/
async function getChannelUploads(uploadsPlaylistId, maxResults = 50) {
if (!uploadsPlaylistId) {
throw new Error('uploadsPlaylistId is required');
}
const results = [];
let pageToken;
let fetched = 0;
while (fetched < maxResults) {
const response = await getPlaylistItems(
uploadsPlaylistId,
Math.min(CONFIG.batchSize, maxResults - fetched),
pageToken
);
results.push(...response.items);
fetched += response.items.length;
pageToken = response.nextPageToken;
if (!pageToken || response.items.length === 0) break;
}
return {
items: results,
totalFetched: results.length
};
}
// ============================================
// 数据导出功能
// ============================================
/**
* 导出为 JSON
* @param {Array} data - 数据数组
* @param {Object} metadata - 元数据
* @returns {Object} JSON 对象
*/
function exportToJSON(data, metadata = {}) {
return {
metadata: {
exported_at: new Date().toISOString(),
total_items: data.length,
quota_used: quotaUsage.total,
...metadata
},
data
};
}
/**
* 导出为 CSV
* @param {Array} data - 数据数组
* @returns {string} CSV 字符串
*/
function exportToCSV(data) {
if (!data || data.length === 0) return '';
const headers = Object.keys(data[0]);
const rows = data.map(item =>
headers.map(header => {
const value = item[header];
if (value === null || value === undefined) return '';
if (typeof value === 'object') return JSON.stringify(value);
const str = String(value);
// 处理包含逗号或引号的字段
if (str.includes(',') || str.includes('"') || str.includes('\n')) {
return `"${str.replace(/"/g, '""')}"`;
}
return str;
}).join(',')
);
return [headers.join(','), ...rows].join('\n');
}
// ============================================
// 配额和工具函数
// ============================================
/**
* 获取配额使用报告
* @returns {Object} 配额使用详情
*/
function getQuotaReport() {
return {
used: quotaUsage,
remaining: CONFIG.quotaLimit - quotaUsage.total,
limit: CONFIG.quotaLimit,
percentage: ((quotaUsage.total / CONFIG.quotaLimit) * 100).toFixed(2) + '%'
};
}
/**
* 重置配额计数
*/
function resetQuota() {
quotaUsage = {
search: 0,
videos: 0,
channels: 0,
playlistItems: 0,
total: 0
};
}
/**
* 验证视频ID格式
* @param {string} videoId - 视频ID
* @returns {boolean} 是否有效
*/
function isValidVideoId(videoId) {
if (!videoId || typeof videoId !== 'string') return false;
return /^[a-zA-Z0-9_-]{11}$/.test(videoId);
}
/**
* 验证频道ID格式
* @param {string} channelId - 频道ID
* @returns {boolean} 是否有效
*/
function isValidChannelId(channelId) {
if (!channelId || typeof channelId !== 'string') return false;
return channelId.startsWith('UC') && channelId.length >= 20;
}
// ============================================
// 主入口函数
// ============================================
/**
* 完整分析流程
* @param {Object} options - 分析选项
* @returns {Promise<Object>} 分析结果
*/
async function analyze(options = {}) {
const { target, type = 'video' } = options;
console.log('🚀 Starting YouTube Data Analysis...\n');
// 重置配额
resetQuota();
try {
if (type === 'video') {
console.log(`📹 Fetching video: ${target}`);
const video = await getVideo(target);
console.log('✅ Video data retrieved\n');
return exportToJSON([video], { type: 'video' });
} else if (type === 'channel') {
console.log(`📺 Fetching channel: ${target}`);
const channel = await getChannel(target);
console.log('✅ Channel data retrieved\n');
return exportToJSON([channel], { type: 'channel' });
} else if (type === 'search') {
console.log(`🔍 Searching: ${target}`);
const results = await searchVideos({ q: target, maxResults: 25 });
console.log(`✅ Found ${results.items.length} videos\n`);
return exportToJSON(results.items, {
type: 'search',
query: target,
totalResults: results.totalResults
});
}
} catch (error) {
console.error('❌ Analysis failed:', error.message);
throw error;
}
}
// ============================================
// CLI 入口
// ============================================
async function main() {
const args = process.argv.slice(2);
const command = args[0];
const target = args[1];
if (!command || !target) {
console.log('Usage: node youtube_data_expert.js <command> <target>');
console.log('');
console.log('Commands:');
console.log(' video <videoId> - Get video details');
console.log(' channel <channelId> - Get channel details');
console.log(' search <query> - Search videos');
console.log('');
console.log('Environment:');
console.log(' YOUTUBE_API_KEY - Required');
process.exit(1);
}
try {
let result;
switch (command) {
case 'video':
result = await getVideo(target);
break;
case 'channel':
result = await getChannel(target);
break;
case 'search':
result = await searchVideos({ q: target, maxResults: 10 });
break;
default:
console.error(`Unknown command: ${command}`);
process.exit(1);
}
console.log(JSON.stringify(result, null, 2));
console.log('\n📊 Quota usage:', getQuotaReport().percentage);
} catch (error) {
console.error('Error:', error.message);
process.exit(1);
}
}
if (require.main === module) {
main();
}
// ============================================
// 导出模块
// ============================================
module.exports = {
// 核心 API 函数
getVideo,
getVideos,
getChannel,
getChannels,
searchVideos,
searchChannels,
getPlaylistItems,
getChannelUploads,
// 数据导出
exportToJSON,
exportToCSV,
// 配额管理
getQuotaReport,
resetQuota,
// 验证工具
isValidVideoId,
isValidChannelId,
// 主入口
analyze,
// 配置
CONFIG
};