{"id":396872,"date":"2021-03-16T06:16:52","date_gmt":"2021-03-15T22:16:52","guid":{"rendered":"http:\/\/4563.org\/?p=396872"},"modified":"2021-03-27T03:06:29","modified_gmt":"2021-03-26T19:06:29","slug":"headless-analytics-stack%ef%bc%9f","status":"publish","type":"post","link":"http:\/\/4563.org\/?p=396872","title":{"rendered":"Headless Analytics Stack\uff1f"},"content":{"rendered":"
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Headless Analytics Stack\uff1f <\/h1>\n

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\u8cc7\u6df1\u5927\u4f6c : hooopo <\/span> <\/i> 1<\/span> <\/div>\n
<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n
<\/p>\n

\u4ec0\u4e48\u662f Headless CMS<\/h2>\n

Headless CMS \u662f\u6700\u8fd1\u5f88\u6d41\u884c\u7684\u4e00\u4e2a\u6982\u5ff5\uff0c\u662f\u524d\u540e\u7aef\u5206\u79bb\u6d6a\u6f6e\u7684\u4e00\u4e2a\u4ea7\u7269\uff0c\u4e00\u822c\u914d\u5408 JAMStack \u4e00\u8d77\uff0c\u53ef\u4ee5\u5feb\u901f\u642d\u5efa WEB \u5e94\u7528\u3002\u5178\u578b\u4ee3\u8868\u662f Strapi \u548c GraphCMS \u3002\u7279\u70b9\u662f\u7075\u6d3b\uff0c\u4f4e\u8026\u5408\uff0c\u914d\u5408\u5404\u79cd\u5f00\u6e90\u7ec4\u4ef6\u548c\u4e91\u670d\u52a1\u53ef\u4ee5\u6709\u5de8\u5927\u7684\u60f3\u8c61\u7a7a\u95f4\u3002<\/p>\n

\"Headless<\/p>\n

\u4ec0\u4e48\u662f Headless Analytics<\/h2>\n

\u5176\u5b9e\u5e76\u6ca1\u6709 Headless Analytics \u8fd9\u4e2a\u6982\u5ff5\u3002\u4f46\u548c Headless CMS \u4e0e JAMStack \u7684\u6d41\u884c\u6709\u7740\u76f8\u4f3c\u7684\u5730\u65b9\uff0c\u6211\u89c9\u5f97\u628a\u8fd9\u79cd\u8d8b\u52bf\u7684 BI \u6280\u672f\u6808\uff0cMPP Database or SQL-MR \uff08 bigquery \u3001clickhouse \u3001presto \uff09 + self service BI \uff08 metabase \u3001chartio \u3001cubejs \uff09\u79f0\u4e3a Headless Analytics \u662f\u5f88\u6070\u5f53\u3002<\/p>\n

\u524d\u9762\u63d0\u5230\uff0c\u4fc3\u6210 Headless CMS \u548c JAMStack \u6d41\u884c\u7684\u4e24\u4e2a\u56e0\u7d20\u662f\u524d\u540e\u7aef\u5206\u79bb\u548c\u4e91\u670d\u52a1\u8bbe\u65bd\u7684\u666e\u53ca\u3002<\/p>\n

\u90a3\u4e48\uff0cHeadless Analytics \u6d41\u884c\u7684\u51e0\u4e2a\u56e0\u7d20\uff1a<\/p>\n

    \n
  • SQL \u6210\u4e3a\u6570\u636e\u5206\u6790\u9886\u57df\u7684\u7b2c\u4e00\u8bed\u8a00\uff0c\u5927\u6570\u636e\u9886\u57df\u7684\u7ec4\u4ef6\u65e0\u8bba\u5e95\u5c42\u5b9e\u73b0\u662f\u4ec0\u4e48\uff0c\u90fd\u4f1a\u63d0\u4f9b SQL \u63a5\u53e3\uff0c\u6bd4\u5982\u5404\u79cd SQL on hadoop \u3001SQL on HDFS\uff0c\u751a\u81f3 SQL on kafka \u3002\u8fd8\u6709\u4e00\u4e9b\u575a\u6301\u9020\u81ea\u5df1\u7684\u67e5\u8be2\u8bed\u8a00\u7684\u7ec4\u4ef6\uff0c\u6bd4\u5982 elastic \u548c influxdb\uff0c\u4e0d\u8fc7\u8fd9\u90fd\u6210\u4e3a\u4e86\u6c38\u4e45\u7684\u9057\u7559\u95ee\u9898\u3002<\/li>\n
  • \u5206\u6790\u578b\u6570\u636e\u5e93\u7684\u6269\u5c55\u80fd\u529b\u548c\u6027\u80fd\u6709\u4e86\u5f88\u5927\u63d0\u5347\uff0c\u50cf bigquery \u3001clickhouse \u3001greenplum \u3001timescaledb \u7b49\u5f00\u6e90\u4ea7\u54c1\u548c\u4e91\u670d\u52a1\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\u8db3\u591f\u5f3a\u5927\uff0c\u5728 PB \u7ea7\u6570\u636e\u91cf\uff0cAd Hoc \u67e5\u8be2\u4e5f\u53ef\u4ee5\u79d2\u7ea7\u54cd\u5e94\uff0c\u4e0d\u9700\u8981\u50cf\u4f20\u7edf\u6570\u4ed3\u9884\u805a\u5408\u4e4b\u7c7b\u7684\u65b9\u6848\uff0c\u4e5f\u4e0d\u9700\u8981\u5f88\u91cd\u7684 ETL \u3002ELT \u548c Data Lake \u6210\u4e3a\u65b0\u7684\u8d8b\u52bf\u3002<\/li>\n
  • Self Service BI \u5f00\u6e90\u9879\u76ee\u548c\u4e91\u670d\u52a1\u7684\u6d41\u884c\uff0c\u7531\u4e8e SQL \u7684\u6807\u51c6\u5316\u63a5\u53e3\u548c\u666e\u53ca\uff0c\u624d\u6709\u4e86\u50cf metabase \u3001superset \u3001chartio \u3001mode analytics \u3001cubejs \u7b49\u5f00\u6e90\u548c\u5546\u4e1a\u7684\u81ea\u52a9\u5f0f BI \u53ef\u89c6\u5316\u5de5\u5177\u7684\u6d41\u884c\u3002SQL \u4f5c\u4e3a\u7edf\u4e00\u7684\u63a5\u53e3\u529f\u4e0d\u53ef\u6ca1\u3002<\/li>\n<\/ul>\n

    Hypercable Analytics<\/h2>\n

    \u6700\u8fd1\u5728\u505a\u4e00\u4e2a\u9879\u76ee Hypercable \uff0c\u7528 timescaledb \u548c openresty \u5b9e\u73b0\u4e00\u4e2a\u5f00\u6e90\u7684 Google Analytics\uff0c\u57fa\u672c\u4e0a\u590d\u5236\u4e86 GA \u7684\u5927\u90e8\u5206\u529f\u80fd\u3002\u4f46\u6700\u8fd1\u60f3\u6cd5\u6709\u4e9b\u53d8\u5316\uff0c\u6253\u7b97\u505a\u6210\u4e00\u4e2a Headless Web Analytics \u96c6\u6210\u5de5\u5177\uff0c\u5c31\u662f\u5b58\u50a8\u53ef\u4ee5\u81ea\u7531\u5207\u6362\uff0c\u53ef\u89c6\u5316\u90e8\u5206\u4e5f\u53ef\u4ee5\u7531\u7528\u6237\u81ea\u5df1\u9009\u62e9\uff0cHypercable \u53ea\u63d0\u4f9b\u884c\u4e3a\u6570\u636e\u6536\u96c6\u548c Data Model \u5b9a\u4e49\u7684\u5de5\u4f5c\uff0c\u5f53\u7136\u5bf9\u4e8e\u6ca1\u6709\u8010\u5fc3\u53bb\u5b9a\u5236\u7684\u7528\u6237\uff0cHypercable \u8fd8\u4f1a\u63d0\u4f9b\u9ed8\u8ba4\u7684\u5b58\u50a8\u548c UI\uff0c\u53ea\u4e0d\u8fc7\u662f\u4ee5\u63d2\u4ef6\u6216 SaaS \u7684\u5f62\u5f0f\u3002<\/p>\n

    \"Headless<\/p>\n

    \u7406\u8bba\u4e0a\uff0cGA + BigQuery + datastudio \u4e5f\u662f\u7c7b\u4f3c\u7684\u6548\u679c\uff0c\u4e0d\u8fc7\u4f7f\u7528\u8c37\u6b4c\u8fd9\u5957\u7684\u7279\u70b9\u5c31\u662f\u8d35\uff0c\u5e76\u4e14\u8fd0\u8425\u5546\u9501\u5b9a\uff0c\u5e76\u4e0d\u662f\u6240\u6709\u4eba\u90fd\u80fd\u7528\u8c37\u6b4c\u4e91\u3002<\/p>\n<\/p><\/div>\n

    \u5927\u4f6c\u6709\u8a71\u8aaa<\/b> (4<\/span>) <\/div>\n
    <\/div>\n<\/p><\/div>\n<\/p><\/div>\n
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    • \n
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      \u8cc7\u6df1\u5927\u4f6c : Cbdy <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      \u4e0d\u77e5\u9053\u65e0\u5934\u7535\u5546\u6709\u6ca1\u6709\u641e\u5934 <\/div>\n<\/p><\/div>\n<\/li>\n
    • \n
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      \u8cc7\u6df1\u5927\u4f6c : bxb100 <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      @Cbdy \u7c7b\u4f3c bigcommerce ? <\/div>\n<\/p><\/div>\n<\/li>\n
    • \n
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      \u4e3b<\/span> \u8cc7\u6df1\u5927\u4f6c : hooopo <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      @bxb100 \u597d\u50cf\u662f <\/div>\n<\/p><\/div>\n<\/li>\n
    • \n
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      \u4e3b<\/span> \u8cc7\u6df1\u5927\u4f6c : hooopo <\/span> <\/div>\n
      <\/i> <\/span> <\/div>\n<\/p><\/div>\n
      @Cbdy \u6709\u633a\u591a\u7684\u4e86 <\/div>\n<\/p><\/div>\n<\/li>\n
    • \n","protected":false},"excerpt":{"rendered":"

      Headless Analytic…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[],"tags":[],"_links":{"self":[{"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts\/396872"}],"collection":[{"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=396872"}],"version-history":[{"count":1,"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts\/396872\/revisions"}],"predecessor-version":[{"id":396875,"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts\/396872\/revisions\/396875"}],"wp:attachment":[{"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=396872"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=396872"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=396872"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}