{"id":428,"date":"2026-08-25T19:52:17","date_gmt":"2026-08-25T11:52:17","guid":{"rendered":"https:\/\/www.erwa.cn\/?p=428"},"modified":"2026-08-25T19:59:58","modified_gmt":"2026-08-25T11:59:58","slug":"%e5%bc%80%e6%ba%90%ef%bc%9abi-%e6%8a%a5%e8%a1%a8-%e5%a4%a7%e5%b1%8f-%e5%ae%9e%e6%97%b6%e7%9b%91%e6%8e%a7","status":"publish","type":"post","link":"https:\/\/www.erwa.cn\/index.php\/2026\/08\/25\/%e5%bc%80%e6%ba%90%ef%bc%9abi-%e6%8a%a5%e8%a1%a8-%e5%a4%a7%e5%b1%8f-%e5%ae%9e%e6%97%b6%e7%9b%91%e6%8e%a7\/","title":{"rendered":"\u5f00\u6e90\uff1aBI\/\u62a5\u8868\/\u5927\u5c4f\/\u5b9e\u65f6\u76d1\u63a7"},"content":{"rendered":"\n

\u4e0b\u9762\u6309\u201cBI\/\u62a5\u8868\/\u5927\u5c4f\u201d<\/strong>\u548c\u201c\u5b9e\u65f6\u76d1\u63a7\/\u53ef\u89c2\u6d4b\u6027\u201d<\/strong>\u4e24\u7c7b\uff0c\u5217\u514d\u8d39\u5546\u7528\uff08OSS \u81ea\u6258\u7ba1\u96f6\u6388\u6743\u8d39\uff09\u3001\u5360\u6709\u7387\u6700\u9ad8\u3001\u5de5\u63a7\/\u4e0a\u4f4d\u673a\u573a\u666f\u80fd\u7528\u5230<\/strong>\u7684\u6e05\u5355\u3002\u5360\u6709\u7387\u53c2\u8003 CNCF \u8c03\u67e5\u3001DB-Engines \u8d8b\u52bf\u3001G2\/Capterra \u91c7\u7528\u9762\uff082025-2026 \u53e3\u5f84\uff09\uff0c\u5e76\u6807\u6ce8\u534f\u8bae\u4e0e\u201c\u662f\u5426\u771f\u514d\u8d39\u5546\u7528\u201d\u3002<\/p>\n\n\n\n

\u4e00\u3001BI \/ \u62a5\u8868 \/ \u5927\u5c4f\uff08\u514d\u8d39\u5546\u7528 OSS\uff09<\/h2>\n\n\n\n
\u5de5\u5177<\/th>\u5360\u6709\u7387\/\u5730\u4f4d<\/th>\u534f\u8bae<\/th>\u514d\u8d39\u5546\u7528\u8bf4\u660e<\/th>\u9002\u5408\u4f60\u7684\u573a\u666f<\/th><\/tr><\/thead>
Apache Superset<\/a><\/strong>\u200b<\/td>\u5f00\u6e90 BI \u7b2c\u4e00\u68af\u961f\uff08Airbnb \u51fa\u8eab\uff0cApache \u9876\u7ea7\u9879\u76ee\uff09<\/td>Apache-2.0<\/strong>\u200b<\/td>\u5b8c\u5168\u514d\u8d39\uff0c\u65e0 AGPL \u4f20\u67d3\uff0c\u6539\u6e90\u7801\u4e0d\u7528\u5f00\u6e90<\/td>\u5de5\u7a0b\u56e2\u961f\u81ea\u914d SQL \u62a5\u8868\u3001\u5927\u5c4f\u3001\u63a5 GreptimeDB\/PG\/MySQL\uff1b\u6700\u8d34\u5408\u201c\u56fd\u4ea7\u66ff\u4ee3 Tableau\u201d<\/td><\/tr>
Metabase<\/a><\/strong>\u200b<\/td>\u4e2d\u5c0f\u56e2\u961f\u81ea\u52a9 BI \u5360\u6709\u7387\u6781\u9ad8\uff0cG2 4.4+<\/td>AGPLv3<\/strong>\uff08OSS \u7248\uff09<\/td>\u81ea\u6258\u7ba1\u514d\u8d39\uff0c\u539f\u6837\u7528\u4e0d\u89e6\u53d1\u5f00\u6e90\u4e49\u52a1\uff1bSSO\/\u884c\u7ea7\u6743\u9650\u5728\u4ed8\u8d39\u7248<\/td>\u8f66\u95f4\u6587\u5458\u62d6\u62fd\u770b\u73ed\u62a5\u3001\u975e\u6280\u672f\u4eba\u5458\u7528\uff0c\u6bd4 Superset \u6613\u4e0a\u624b<\/td><\/tr>
Grafana\uff08OSS\uff09<\/a><\/strong>\u200b<\/td>\u867d\u5c5e\u53ef\u89c2\u6d4b\u6027\uff0c\u4f46\u5e38\u88ab\u5e76\u5217\u5f53\u201c\u5927\u5c4f\u5de5\u5177\u201d<\/td>AGPLv3<\/strong>\u200b<\/td>\u81ea\u6258\u7ba1\u514d\u8d39\uff1biframe \u5d4c\u5165\u3001\u533f\u540d\u53ea\u8bfb\u90fd\u884c<\/td>\u4f60\u524d\u51e0\u8f6e\u5df2\u5b9a\u7684\u5b9e\u65f6\u66f2\u7ebf\u5927\u5c4f\uff0c\u4e0d\u662f\u4e1a\u52a1 BI \u4f46\u5de5\u63a7\u6700\u5e38\u7528<\/td><\/tr>
DataEase\uff08\u793e\u533a\u7248\uff09<\/a><\/strong>\u200b<\/td>\u56fd\u5185\u56fd\u4ea7 BI \u5360\u6709\u7387\u4e0a\u5347\u6700\u5feb<\/td>Apache-2.0<\/strong>\uff08v2 \u8d77\uff09<\/td>\u514d\u8d39\u5546\u7528\uff0c\u793e\u533a\u7248\u65e0 iframe \u5d4c\u5165\uff08\u5d4c\u5165\u8981\u4e70\u5d4c\u5165\u5f0f\u7248\uff09<\/td>\u6c11\u4f01\u8981\u201c\u56fd\u4ea7\u540d\u5b57+\u4e2d\u6587\u5927\u5c4f\u201d\u4f46\u4e0d\u60f3\u4ed8 UOS \u90a3\u79cd\u94b1\uff1b\u5de5\u63a7\u673a\u5403\u5185\u5b58 ~500MB+<\/td><\/tr>
Redash<\/a><\/strong>\u200b<\/td>SQL \u62a5\u8868\u8001\u724c\uff0c\u88ab Databricks \u6536\u540e\u793e\u533a\u63a5\u624b<\/td>BSD-2<\/strong>\u200b<\/td>\u514d\u8d39\u5546\u7528<\/td>\u8f7b\u91cf SQL \u67e5\u4e1a\u52a1\u5e93\u51fa\u56fe\uff0c\u4e0d\u9002\u5408\u9ad8\u9891\u65f6\u5e8f<\/td><\/tr>
Lightdash<\/strong>\u200b<\/td>dbt \u7cfb\u65b0\u5174 BI<\/td>MIT<\/td>\u514d\u8d39\u5546\u7528<\/td>\u73b0\u4ee3\u6570\u636e\u6808\/\u8bed\u4e49\u5c42\u56e2\u961f\uff0c\u5de5\u63a7\u573a\u666f\u8f83\u5c11\u89c1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\n

\u5360\u6709\u7387\u6392\u5e8f\uff08\u5f00\u6e90\u4fa7\uff09\uff1aSuperset \u2248 Metabase > DataEase(\u56fd\u5185) > Redash<\/strong>\uff1b\u5546\u4e1a BI \u91cc Power BI\/Tableau \u5360\u8425\u6536\u9ad8\u4f46\u95ed\u6e90\u4e0d\u5217\u5165\u3002<\/p>\n<\/blockquote>\n\n\n\n

\u4e8c\u3001\u5b9e\u65f6\u76d1\u63a7 \/ \u53ef\u89c2\u6d4b\u6027\uff08\u514d\u8d39\u5546\u7528 OSS\uff09<\/h2>\n\n\n\n
\u5de5\u5177<\/th>\u5360\u6709\u7387\/\u5730\u4f4d<\/th>\u534f\u8bae<\/th>\u514d\u8d39\u5546\u7528\u8bf4\u660e<\/th>\u89d2\u8272<\/th><\/tr><\/thead>
Prometheus<\/a><\/strong>\u200b<\/td>CNCF \u6bd5\u4e1a\uff0c\u53ef\u89c2\u6d4b\u6027\u91c7\u7528\u7387 86%<\/strong>\uff08CNCF \u8c03\u67e5\uff09\uff0c\u6307\u6807\u6807\u51c6<\/td>Apache-2.0<\/strong>\u200b<\/td>\u5b8c\u5168\u514d\u8d39\uff0cExporter \u751f\u6001\u6700\u5927<\/td>\u6307\u6807\u91c7\u96c6+\u5b58\u50a8+Alertmanager \u544a\u8b66<\/td><\/tr>
Grafana OSS<\/a><\/strong>\u200b<\/td>\u53ef\u89c6\u5316\u5c42\u4e8b\u5b9e\u6807\u51c6\uff0cGitHub 73k\u2605<\/td>AGPLv3<\/strong>\u200b<\/td>\u81ea\u6258\u7ba1\u514d\u8d39\uff0cDashboard \u65e0\u4e0a\u9650<\/td>\u7edf\u4e00\u67e5\u8be2\u754c\u9762\uff0c\u63a5 Prometheus\/Loki\/GreptimeDB<\/td><\/tr>
VictoriaMetrics<\/strong>\u200b<\/td>Prometheus \u8f7b\u91cf\u66ff\u4ee3\uff0c\u5355\u8282\u70b9 50-120MB<\/td>Apache-2.0<\/strong>\u200b<\/td>\u5355\u8282\u70b9\/\u96c6\u7fa4 OSS \u514d\u8d39\uff0c\u4f01\u4e1a\u7248\u624d\u6536\u8d39<\/td>\u5de5\u63a7\u673a\u5185\u5b58\u7d27\u65f6\u66ff Prometheus \u5b58\u957f\u671f\u6307\u6807<\/td><\/tr>
Loki<\/strong>\u200b<\/td>\u65e5\u5fd7\u805a\u5408\u201cPrometheus for Logs\u201d<\/td>AGPLv3<\/strong>\u200b<\/td>\u81ea\u6258\u7ba1\u514d\u8d39<\/td>\u5de5\u63a7\u673a\u5e94\u7528\u65e5\u5fd7\u6309 label \u67e5\uff0c\u4e0d\u5efa\u5168\u6587\u7d22\u5f15\u7701\u8d44\u6e90<\/td><\/tr>
OpenTelemetry<\/strong>\u200b<\/td>CNCF \u53ef\u89c2\u6d4b\u6027\u91c7\u7528\u7387 49%<\/strong>\uff0c\u57cb\u70b9\u6807\u51c6<\/td>Apache-2.0<\/strong>\u200b<\/td>\u5b8c\u5168\u514d\u8d39<\/td>\u91c7\u96c6\u7aef\u7edf\u4e00\u534f\u8bae\uff0c\u540e\u7aef\u53ef\u63a5 Prometheus\/Tempo<\/td><\/tr>
Uptime Kuma<\/strong>\u200b<\/td>\u5355\u5bb9\u5668\u5b58\u6d3b\u68c0\u67e5\u795e\u5668\uff0cG2 4.6<\/td>MIT<\/strong>\u200b<\/td>\u514d\u8d39\u5546\u7528<\/td>\u5de5\u63a7\u673a\/\u8fb9\u7f18\u76d2\u5b50\u201c\u670d\u52a1\u6b7b\u6d3b\u201d\u9ed1\u76d2\u76d1\u63a7\uff0c~60MB<\/td><\/tr>
Netdata<\/strong>\u200b<\/td>\u5b9e\u65f6\u4e3b\u673a\u9065\u6d4b\uff0c5 \u5206\u949f\u89c1\u6548<\/td>GPLv3<\/strong>\u200b<\/td>\u81ea\u6258\u7ba1 agent \u514d\u8d39\uff0cCloud \u6536\u8d39<\/td>\u5355\u673a\u79d2\u7ea7\u770b CPU\/\u78c1\u76d8\/\u7f51\u7edc\uff0c\u4f46\u5403 150-300MB\uff0c\u5de5\u63a7\u673a\u504f\u91cd<\/td><\/tr>
Tempo \/ Jaeger<\/strong>\u200b<\/td>\u94fe\u8def\u8ffd\u8e2a<\/td>Apache-2.0(MIT)<\/td>\u514d\u8d39<\/td>\u5fae\u670d\u52a1\u624d\u7528\uff0c\u4e0a\u4f4d\u673a\u5355\u8fdb\u7a0b\u4e00\u822c\u7528\u4e0d\u5230<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\n

\u5360\u6709\u7387\u6392\u5e8f\uff1aPrometheus > Grafana > VictoriaMetrics\uff08\u589e\u957f\u5feb\uff09> Loki > OTel<\/strong>\uff1bCNCF 2024 \u8c03\u67e5\u91cc 98% \u53d7\u8bbf\u8005\u7528\u5f00\u6e90\u53ef\u89c2\u6d4b\u5de5\u5177\uff0c89% \u7528 Prometheus\u300185% \u7528 OTel\u3002<\/p>\n<\/blockquote>\n\n\n\n

\u4e09\u3001\u5bf9\u7167\u4f60\u524d\u51e0\u8f6e\u67b6\u6784\u7684\u201c\u8be5\u7528\u8c01\u201d<\/h2>\n\n\n\n

\u4f60\u5b9a\u7684\u662f Ubuntu + Avalonia \u81ea\u5305\u542b + GreptimeDB + WebView \u5d4c\u9875\u9762<\/strong>\uff1a<\/p>\n\n\n\n

    \n
  • \u5b9e\u65f6\u5de5\u827a\u66f2\u7ebf\uff08\u6e29\u5ea6\/\u538b\u529b\/Modbus \u70b9\uff09<\/strong>\u200b \u2192 Grafana OSS \u7eff\u8272\u5305\uff08\u6216 ECharts \u5355\u9875\u76f4\u8fde GreptimeDB SQL\uff09\uff0c\u4e0d\u8981<\/strong>\u7528 Superset\/Metabase \u9876\u8fd9\u4e2a\u6d3b\u3002<\/li>\n\n\n\n
  • \u5de5\u63a7\u673a\u81ea\u8eab\u5065\u4e0d\u5065\u5eb7\uff08CPU\/\u4e32\u53e3\u670d\u52a1\u5b58\u6d3b\uff09<\/strong>\u200b \u2192 Beszel\uff08\u524d\u8f6e\u63d0\u8fc7\uff09\u6216 Uptime Kuma \u5355\u5bb9\u5668\uff0c\u6bd4 Netdata \u8f7b\u3002<\/li>\n\n\n\n
  • \u73ed\u62a5\/\u65e5\u62a5\u8868\/\u4ea7\u91cf\u73af\u6bd4<\/strong>\u200b \u2192 \u53e6\u5f00\u4e00\u53f0\u673a\u8dd1 Metabase \u6216 Superset<\/strong>\u200b \u8fde GreptimeDB \u7684 PG \u517c\u5bb9\u7aef\u53e3\uff1b\u793e\u533a\u7248 DataEase \u4e5f\u884c\u4f46\u8981\u63a5\u53d7\u5185\u5b58\u7ffb\u500d\u3002<\/li>\n\n\n\n
  • \u65e5\u5fd7\u6392\u67e5<\/strong>\u200b \u2192 Loki \u5355\u4e8c\u8fdb\u5236 + Grafana \u540c\u6e90\u67e5\u8be2\uff0c\u522b\u4e0a ELK\uff08Java \u5806\u5de5\u63a7\u673a\u625b\u4e0d\u4f4f\uff09\u3002<\/li>\n\n\n\n
  • \u8d44\u6e90\u6781\u5ea6\u7d27\uff081G \u5185\u5b58 ARM \u76d2\u5b50\uff09<\/strong>\u200b \u2192 \u780d\u6389 Grafana\uff0cWebView \u91cc ECharts \u76f4\u67e5 GreptimeDB\uff1b\u76d1\u63a7\u7528 Beszel Agent \u800c\u975e Netdata\u3002<\/li>\n<\/ul>\n\n\n\n

    \u56db\u3001\u534f\u8bae\u7ea2\u7ebf\u4e00\u53e5\u8bdd<\/h2>\n\n\n\n
      \n
    • Apache-2.0 \/ MIT \/ BSD<\/strong>\uff1a\u6539\u6e90\u7801\u3001\u95ed\u6e90\u5206\u53d1\u3001\u5d4c\u8fdb\u4ea7\u54c1\u90fd\u884c\uff0c\u6700\u7701\u5fc3\uff08Superset\u3001VictoriaMetrics\u3001Prometheus\u3001OTel\u3001Beszel\u3001Uptime Kuma\uff09\u3002<\/li>\n\n\n\n
    • AGPLv3<\/strong>\uff1a\u539f\u6837\u81ea\u6258\u7ba1\u5546\u7528\u514d\u8d39\uff1b\u6539\u4e86\u5b83\u524d\u7aef\/\u540e\u7aef\u6e90\u7801\u5e76\u901a\u8fc7\u7f51\u7edc\u63d0\u4f9b\u7ed9\u522b\u4eba\u7528\uff0c\u5fc5\u987b\u516c\u5f00\u4f60\u7684\u4fee\u6539<\/strong>\uff08Grafana OSS\u3001Metabase OSS\u3001Loki\uff09\u3002\u4f60\u201c\u539f\u6837\u89e3\u538b\u8dd1+WebView \u5d4c 127.0.0.1\u201d\u4e0d\u89e6\u53d1\u3002<\/li>\n\n\n\n
    • GPLv3<\/strong>\uff08Netdata\uff09\uff1a\u540c\u573a\u514d\u8d39\uff0c\u4f46\u66f4\u4e25\uff0c\u5de5\u63a7\u673a\u4e0d\u4f18\u5148\u9009\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

      \u4e0b\u9762\u6309\u201cBI\/\u62a5\u8868\/\u5927\u5c4f\u201d\u548c\u201c\u5b9e\u65f6\u76d1\u63a7\/\u53ef\u89c2\u6d4b\u6027\u201d\u4e24\u7c7b\uff0c\u5217\u514d\u8d39\u5546\u7528\uff08OSS \u81ea\u6258\u7ba1\u96f6\u6388\u6743\u8d39\uff09\u3001\u5360\u6709\u7387\u6700\u9ad8\u3001\u5de5\u63a7 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[33,13,14,16],"tags":[32,12,15,17],"class_list":["post-428","post","type-post","status-publish","format-standard","hentry","category-33","category-13","category-14","category-16","tag-32","tag-12","tag-15","tag-17"],"_links":{"self":[{"href":"https:\/\/www.erwa.cn\/index.php\/wp-json\/wp\/v2\/posts\/428","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.erwa.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.erwa.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.erwa.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.erwa.cn\/index.php\/wp-json\/wp\/v2\/comments?post=428"}],"version-history":[{"count":2,"href":"https:\/\/www.erwa.cn\/index.php\/wp-json\/wp\/v2\/posts\/428\/revisions"}],"predecessor-version":[{"id":431,"href":"https:\/\/www.erwa.cn\/index.php\/wp-json\/wp\/v2\/posts\/428\/revisions\/431"}],"wp:attachment":[{"href":"https:\/\/www.erwa.cn\/index.php\/wp-json\/wp\/v2\/media?parent=428"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.erwa.cn\/index.php\/wp-json\/wp\/v2\/categories?post=428"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.erwa.cn\/index.php\/wp-json\/wp\/v2\/tags?post=428"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}