[{"data":1,"prerenderedAt":1393},["ShallowReactive",2],{"blog-zh-cn-how-to-effectively-scrape-wikipedia-data-with-proxies":3,"blog-langs-how-to-effectively-scrape-wikipedia-data-with-proxies":818,"blog-related-zh-cn-how-to-effectively-scrape-wikipedia-data-with-proxies":823},{"id":4,"title":5,"author":6,"authorRole":7,"body":8,"category":801,"cover":187,"date":802,"description":803,"draft":804,"extension":805,"featured":804,"hreflang":806,"lang":807,"meta":808,"navigation":268,"noindex":804,"path":810,"readMinutes":340,"seo":811,"slug":812,"stem":813,"tags":814,"updated":816,"__hash__":817},"blog\u002Fblog\u002Fzh-cn\u002Fhow-to-effectively-scrape-wikipedia-data-with-proxies.md","维基百科代理采集：2026 年科研数据实操","易代理数据方案团队","公开网络数据采集研究",{"type":9,"value":10,"toc":778},"minimark",[11,18,25,30,33,36,92,100,103,106,109,115,119,169,172,175,178,181,222,237,240,580,587,590,593,597,604,607,610,613,616,619,629,632,636,639,642,670,679,683,694,697,700,714,717,721,724,728,743,747,750,754,757,761,767,771,774],[12,13,14],"p",{},[15,16,17],"strong",{},"TL;DR: 高效采集维基百科数据，先用官方 API 或数据转储减少请求，再按需引入代理；通过连接复用、明确超时、缓存、断点续采和全局限速提高有效数据产出。收到限流响应时暂停任务，不通过换 IP 继续请求。",[12,19,20],{},[21,22],"img",{"alt":23,"src":24},"使用代理采集维基百科","\u002Fblog-diagrams\u002Fhow-to-effectively-scrape-wikipedia-data-with-proxies.zh-cn.svg",[26,27,29],"h2",{"id":28},"先选数据渠道再决定是否使用代理","先选数据渠道，再决定是否使用代理",[12,31,32],{},"如果研究目标是城市人口、条目分类或修订历史，先确定字段、语言版本和时间范围。人口数据至少拆成“数值、单位、统计年份、引用来源”四列；缺失值不能记为零，不同年份的数据也不能直接横向比较。",[12,34,35],{},"按任务规模选择入口，避免把所有需求都变成逐页下载：",[37,38,39,55],"table",{},[40,41,42],"thead",{},[43,44,45,49,52],"tr",{},[46,47,48],"th",{},"数据渠道",[46,50,51],{},"适用任务",[46,53,54],{},"具体取舍",[56,57,58,70,81],"tbody",{},[43,59,60,64,67],{},[61,62,63],"td",{},"官方数据转储",[61,65,66],{},"全站或大规模离线分析",[61,68,69],{},"下载后本地解析，避免反复请求页面；需核对转储日期与包含的数据类型",[43,71,72,75,78],{},[61,73,74],{},"MediaWiki API",[61,76,77],{},"页面标识、分类、链接、修订元数据",[61,79,80],{},"按接口支持的参数批量获取，并处理续传标记",[43,82,83,86,89],{},[61,84,85],{},"页面 HTML",[61,87,88],{},"API 或转储未覆盖的页面展示字段",[61,90,91],{},"需维护解析规则，并验证响应不是错误页",[12,93,94,95,99],{},"Wikimedia 官方数据转储提供离线数据入口；MediaWiki API 使用规范建议批量请求、串行处理，并对非交互任务使用 ",[96,97,98],"code",{},"maxlag"," 参数。代理只是额外的网络中转，不会让页面字段更完整，也不会自动解决版本不一致。",[12,101,102],{},"每条记录保存语言版本、页面标识、修订标识和采集时间。跨语言合并时核对实体对应关系，不要只按标题去重。",[26,104,105],{"id":105},"代理能解决什么问题",[12,107,108],{},"代理适合需要固定网络出口、区分不同作业连接故障，或验证不同地区访问结果的任务。例如，两台研究服务器可以分别记录出口与失败日志，便于定位某一条网络路径的问题。",[12,110,111,114],{},[15,112,113],{},"代理不能替代访问许可，也不保证匿名或免于限流","。它增加了一个流量中转方，因此应保留 HTTPS 证书校验，审查服务商的数据处理政策，并避免向不必要的第三方发送研究账户凭据。",[116,117,118],"h3",{"id":118},"按任务选择代理类型",[37,120,121,134],{},[40,122,123],{},[43,124,125,128,131],{},[46,126,127],{},"类型",[46,129,130],{},"可考虑的用途",[46,132,133],{},"验证重点",[56,135,136,147,158],{},[43,137,138,141,144],{},[61,139,140],{},"数据中心代理",[61,142,143],{},"无需住宅出口的公开数据请求",[61,145,146],{},"可达性、完整响应耗时、重试成本",[43,148,149,152,155],{},[61,150,151],{},"静态 ISP 代理",[61,153,154],{},"连续分页、需要稳定出口的作业",[61,156,157],{},"会话连续性、故障恢复",[43,159,160,163,166],{},[61,161,162],{},"轮换住宅代理",[61,164,165],{},"相互独立、确需不同出口的任务",[61,167,168],{},"切换是否影响连接复用与结果一致性",[12,170,171],{},"不要预设住宅代理一定更快。用同一批页面、同一请求预算对比候选方案，记录成功写入的记录数、耗用流量和重试次数，而不是只测代理端口是否连通。",[12,173,174],{},"EProxies 提供覆盖 195+ 个国家的 72M+ 住宅 IP，支持 HTTP(S) 和 SOCKS5；住宅代理起价为 $0.25\u002FGB，ISP SOCKS5 代理起价为 $0.95\u002FIP。按流量计费与按 IP 计费不能直接比较，应先估算下载量和所需出口数。",[26,176,177],{"id":177},"配置一个可验证的采集环境",[12,179,180],{},"先创建虚拟环境，再安装依赖：",[182,183,188],"pre",{"className":184,"code":185,"language":186,"meta":187,"style":187},"language-bash shiki shiki-themes github-light","python -m venv .venv\npip install \"requests[socks]\"\n","bash","",[96,189,190,210],{"__ignoreMap":187},[191,192,195,199,203,207],"span",{"class":193,"line":194},"line",1,[191,196,198],{"class":197},"s7eDp","python",[191,200,202],{"class":201},"sYu0t"," -m",[191,204,206],{"class":205},"sYBdl"," venv",[191,208,209],{"class":205}," .venv\n",[191,211,213,216,219],{"class":193,"line":212},2,[191,214,215],{"class":197},"pip",[191,217,218],{"class":205}," install",[191,220,221],{"class":205}," \"requests[socks]\"\n",[12,223,224,225,228,229,232,233,236],{},"将完整代理地址存入环境变量 ",[96,226,227],{},"PROXY_URL","，不要写进代码仓库。代理用户名或密码包含 ",[96,230,231],{},"@","、",[96,234,235],{},":"," 等字符时，需要先进行 URL 编码。",[12,238,239],{},"下面的示例只获取一个条目的修订元数据，用于验证代理、响应与字段结构；运行前替换联系方式：",[182,241,244],{"className":242,"code":243,"language":198,"meta":187,"style":187},"language-python shiki shiki-themes github-light","import os\nimport requests\n\nwith requests.Session() as session:\n    proxy = os.environ[\"PROXY_URL\"]\n    session.proxies.update({\"http\": proxy, \"https\": proxy})\n    session.headers[\"User-Agent\"] = (\n        \"ResearchCollector\u002F1.0 (contact: your-email@example.org)\"\n    )\n\n    response = session.get(\n        \"https:\u002F\u002Fzh.wikipedia.org\u002Fw\u002Fapi.php\",\n        params={\n            \"action\": \"query\",\n            \"format\": \"json\",\n            \"formatversion\": 2,\n            \"prop\": \"revisions\",\n            \"titles\": \"北京市\",\n            \"rvprop\": \"ids|timestamp\",\n            \"maxlag\": 5,\n        },\n        timeout=(5, 30),\n    )\n    response.raise_for_status()\n    data = response.json()\n    if \"error\" in data:\n        raise RuntimeError(data[\"error\"])\n    print(data[\"query\"][\"pages\"])\n",[96,245,246,256,263,270,285,303,321,338,344,350,355,366,375,387,401,414,427,440,453,466,479,485,507,512,518,529,544,562],{"__ignoreMap":187},[191,247,248,252],{"class":193,"line":194},[191,249,251],{"class":250},"sD7c4","import",[191,253,255],{"class":254},"sgsFI"," os\n",[191,257,258,260],{"class":193,"line":212},[191,259,251],{"class":250},[191,261,262],{"class":254}," requests\n",[191,264,266],{"class":193,"line":265},3,[191,267,269],{"emptyLinePlaceholder":268},true,"\n",[191,271,273,276,279,282],{"class":193,"line":272},4,[191,274,275],{"class":250},"with",[191,277,278],{"class":254}," requests.Session() ",[191,280,281],{"class":250},"as",[191,283,284],{"class":254}," session:\n",[191,286,288,291,294,297,300],{"class":193,"line":287},5,[191,289,290],{"class":254},"    proxy ",[191,292,293],{"class":250},"=",[191,295,296],{"class":254}," os.environ[",[191,298,299],{"class":205},"\"PROXY_URL\"",[191,301,302],{"class":254},"]\n",[191,304,306,309,312,315,318],{"class":193,"line":305},6,[191,307,308],{"class":254},"    session.proxies.update({",[191,310,311],{"class":205},"\"http\"",[191,313,314],{"class":254},": proxy, ",[191,316,317],{"class":205},"\"https\"",[191,319,320],{"class":254},": proxy})\n",[191,322,324,327,330,333,335],{"class":193,"line":323},7,[191,325,326],{"class":254},"    session.headers[",[191,328,329],{"class":205},"\"User-Agent\"",[191,331,332],{"class":254},"] ",[191,334,293],{"class":250},[191,336,337],{"class":254}," (\n",[191,339,341],{"class":193,"line":340},8,[191,342,343],{"class":205},"        \"ResearchCollector\u002F1.0 (contact: your-email@example.org)\"\n",[191,345,347],{"class":193,"line":346},9,[191,348,349],{"class":254},"    )\n",[191,351,353],{"class":193,"line":352},10,[191,354,269],{"emptyLinePlaceholder":268},[191,356,358,361,363],{"class":193,"line":357},11,[191,359,360],{"class":254},"    response ",[191,362,293],{"class":250},[191,364,365],{"class":254}," session.get(\n",[191,367,369,372],{"class":193,"line":368},12,[191,370,371],{"class":205},"        \"https:\u002F\u002Fzh.wikipedia.org\u002Fw\u002Fapi.php\"",[191,373,374],{"class":254},",\n",[191,376,378,382,384],{"class":193,"line":377},13,[191,379,381],{"class":380},"sqxcx","        params",[191,383,293],{"class":250},[191,385,386],{"class":254},"{\n",[191,388,390,393,396,399],{"class":193,"line":389},14,[191,391,392],{"class":205},"            \"action\"",[191,394,395],{"class":254},": ",[191,397,398],{"class":205},"\"query\"",[191,400,374],{"class":254},[191,402,404,407,409,412],{"class":193,"line":403},15,[191,405,406],{"class":205},"            \"format\"",[191,408,395],{"class":254},[191,410,411],{"class":205},"\"json\"",[191,413,374],{"class":254},[191,415,417,420,422,425],{"class":193,"line":416},16,[191,418,419],{"class":205},"            \"formatversion\"",[191,421,395],{"class":254},[191,423,424],{"class":201},"2",[191,426,374],{"class":254},[191,428,430,433,435,438],{"class":193,"line":429},17,[191,431,432],{"class":205},"            \"prop\"",[191,434,395],{"class":254},[191,436,437],{"class":205},"\"revisions\"",[191,439,374],{"class":254},[191,441,443,446,448,451],{"class":193,"line":442},18,[191,444,445],{"class":205},"            \"titles\"",[191,447,395],{"class":254},[191,449,450],{"class":205},"\"北京市\"",[191,452,374],{"class":254},[191,454,456,459,461,464],{"class":193,"line":455},19,[191,457,458],{"class":205},"            \"rvprop\"",[191,460,395],{"class":254},[191,462,463],{"class":205},"\"ids|timestamp\"",[191,465,374],{"class":254},[191,467,469,472,474,477],{"class":193,"line":468},20,[191,470,471],{"class":205},"            \"maxlag\"",[191,473,395],{"class":254},[191,475,476],{"class":201},"5",[191,478,374],{"class":254},[191,480,482],{"class":193,"line":481},21,[191,483,484],{"class":254},"        },\n",[191,486,488,491,493,496,498,501,504],{"class":193,"line":487},22,[191,489,490],{"class":380},"        timeout",[191,492,293],{"class":250},[191,494,495],{"class":254},"(",[191,497,476],{"class":201},[191,499,500],{"class":254},", ",[191,502,503],{"class":201},"30",[191,505,506],{"class":254},"),\n",[191,508,510],{"class":193,"line":509},23,[191,511,349],{"class":254},[191,513,515],{"class":193,"line":514},24,[191,516,517],{"class":254},"    response.raise_for_status()\n",[191,519,521,524,526],{"class":193,"line":520},25,[191,522,523],{"class":254},"    data ",[191,525,293],{"class":250},[191,527,528],{"class":254}," response.json()\n",[191,530,532,535,538,541],{"class":193,"line":531},26,[191,533,534],{"class":250},"    if",[191,536,537],{"class":205}," \"error\"",[191,539,540],{"class":250}," in",[191,542,543],{"class":254}," data:\n",[191,545,547,550,553,556,559],{"class":193,"line":546},27,[191,548,549],{"class":250},"        raise",[191,551,552],{"class":201}," RuntimeError",[191,554,555],{"class":254},"(data[",[191,557,558],{"class":205},"\"error\"",[191,560,561],{"class":254},"])\n",[191,563,565,568,570,572,575,578],{"class":193,"line":564},28,[191,566,567],{"class":201},"    print",[191,569,555],{"class":254},[191,571,398],{"class":205},[191,573,574],{"class":254},"][",[191,576,577],{"class":205},"\"pages\"",[191,579,561],{"class":254},[12,581,582,583,586],{},"这里的 5 秒连接超时和 30 秒读取超时是",[15,584,585],{},"起步配置，不是官方性能承诺","。Requests 的读取超时限制等待数据的时间，并非整个下载的总时长；需要任务级截止时间时，应由调度器另行控制，参见 Requests 超时说明。",[12,588,589],{},"HTTP 状态正常也不等于采集成功：还要检查 API 错误、页面是否存在、目标字段是否齐全。不要把返回的代理错误页或空记录直接写入正式数据表。",[26,591,592],{"id":592},"如何优化代理设置与请求流程",[116,594,596],{"id":595},"复用连接减少无效切换","复用连接，减少无效切换",[12,598,599,600,603],{},"同一批任务使用 ",[96,601,602],{},"requests.Session()","，并在服务支持时保持代理出口稳定。Requests 的会话支持连接池与连接复用，但响应内容需要读完或显式关闭，连接才能回到池中，见 Requests 连接复用文档。",[12,605,606],{},"对只提取文本或表格的任务，不必启动浏览器下载图片、字体和视频。确实需要浏览器渲染时，先验证禁用这些资源不会破坏目标字段，再阻止加载。",[116,608,609],{"id":609},"用小样本调整超时与并发",[12,611,612],{},"先串行采集 50—100 个代表性页面，记录完整响应耗时的中位数、P95、失败类型及每条有效记录的流量。这个样本量是测试起点，不代表维基百科允许的请求速率。",[12,614,615],{},"如果大量请求在读取阶段超时，先检查页面大小与目标响应时间；如果代理鉴权失败，则修复凭据或白名单。增加超时不能修复错误密码，增加出口也不能修复解析规则。",[116,617,618],{"id":618},"所有出口共享限速预算",[12,620,621,622,625,626,628],{},"将多个工作进程接入同一任务队列或全局限速器，避免每个代理各自增加请求压力。收到 HTTP 429 时遵循 ",[96,623,624],{},"Retry-After","；对于 API 的 ",[96,627,98],{}," 错误，即使 HTTP 状态为 200，也应暂停并稍后重试。",[12,630,631],{},"没有明确等待提示的临时连接故障，可以采用有上限的指数退避，例如等待 2、4、8 秒并加入小幅随机抖动，最多重试 3 次。这是客户端配置示例；遇到明确拒绝访问，不应套用该策略反复请求。",[116,633,635],{"id":634},"缓存成功结果保留失败断点","缓存成功结果，保留失败断点",[12,637,638],{},"按“语言版本＋页面标识＋修订标识”保存原始响应，另存解析规则版本。任务恢复时只处理未完成项；解析器升级后先重处理本地原始数据，不重新下载全部页面。",[12,640,641],{},"至少记录以下四项：",[643,644,645,652,658,664],"ul",{},[646,647,648,651],"li",{},[15,649,650],{},"有效记录率","：成功校验并写入的记录数 ÷ 尝试采集数。",[646,653,654,657],{},[15,655,656],{},"单位流量产出","：有效记录数 ÷ 代理耗用 GB。",[646,659,660,663],{},[15,661,662],{},"重试比例","：重试请求数 ÷ 总请求数。",[646,665,666,669],{},[15,667,668],{},"失败类别","：代理鉴权、连接超时、目标限流、API 错误、解析失败。",[12,671,672,673,678],{},"例如，100 次响应中只有 60 条字段完整，就不能按“100 次请求成功”评价性能。扩容前可参考",[674,675,677],"a",{"href":676},"\u002Fzh-cn\u002Fblog\u002Fhow-to-upscale-web-scraping-for-large-datasets","大规模数据集采集的扩展方法","。",[26,680,682],{"id":681},"保留来源与许可控制采集边界","保留来源与许可，控制采集边界",[12,684,685,686,689,690,693],{},"启动任务前检查目标语言站点的 ",[96,687,688],{},"robots.txt","、接口规范和服务条款；使用稳定、可识别的 ",[96,691,692],{},"User-Agent","，注明项目和联系方式。日志应隐藏代理密码，记录暂停原因及恢复时间。",[12,695,696],{},"发布内容或数据集前，依据 Wikimedia 使用条款核对署名、许可与再分发要求。图片等媒体文件需要逐项检查许可，不能默认与条目正文相同；用户页、讨论页及在世人物信息还需评估隐私与传播风险。",[26,698,699],{"id":699},"相关阅读",[643,701,702,708],{},[646,703,704],{},[674,705,707],{"href":706},"\u002Fzh-cn\u002Fblog\u002Fhow-proxy-servers-facilitate-data-mining-efforts","代理服务器如何支持数据挖掘",[646,709,710],{},[674,711,713],{"href":712},"\u002Fzh-cn\u002Fblog\u002Fbest-practices-for-web-scraping-e-commerce-data","电商数据采集最佳实践",[26,715,716],{"id":716},"常见问题",[116,718,720],{"id":719},"使用代理采集维基百科数据有哪些实际好处","使用代理采集维基百科数据有哪些实际好处？",[12,722,723],{},"代理可以为作业提供独立、可记录的网络出口，便于定位连接问题或验证地区访问差异。它不会提高数据完整性，也不赋予额外访问权限；全站研究通常应先评估官方转储。",[116,725,727],{"id":726},"如何为维基百科采集脚本配置代理","如何为维基百科采集脚本配置代理？",[12,729,730,731,734,735,738,739,742],{},"在 ",[96,732,733],{},"requests.Session().proxies"," 中设置 ",[96,736,737],{},"http"," 和 ",[96,740,741],{},"https","，并从环境变量读取代理地址。采用 IP 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