{"id":25463,"date":"2022-08-22T14:55:30","date_gmt":"2022-08-22T06:55:30","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=2264"},"modified":"2022-08-22T14:55:30","modified_gmt":"2022-08-22T06:55:30","slug":"%e7%9b%b4%e6%92%ad%e5%9b%9e%e6%94%be-deepflow-autologging%ef%bc%9a%e8%87%aa%e5%8a%a8%e9%87%87%e9%9b%86%e5%ba%94%e7%94%a8%e8%b0%83%e7%94%a8%e6%97%a5%e5%bf%97%e5%92%8c%e6%b5%81%e6%97%a5%e5%bf%97","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/25463.html","title":{"rendered":"\u76f4\u64ad\u56de\u653e | DeepFlow AutoLogging\uff1a\u81ea\u52a8\u91c7\u96c6\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u548c\u6d41\u65e5\u5fd7"},"content":{"rendered":"\n\t\t\t\t\u7b2c\u4e5d\u671f\u201c\u539f\u529b\u91ca\u653e \u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5206\u4eab\u4f1a\u201d\u4e91\u6749\u7f51\u7edc \u4ea7\u54c1\u4e13\u5bb6 \u674e\u5029\u5206\u4eab\u4e86\u300aDeepFlow AutoLogging\uff1a\u81ea\u52a8\u91c7\u96c6\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u548c\u6d41\u65e5\u5fd7\u300b\u4e3b\u9898\uff0c DeepFlow AutoLogging \u53ef\u4ee5\u81ea\u52a8\u91c7\u96c6\u7f51\u7edc\u6d41\u65e5\u5fd7\uff0c\u5e76\u63d0\u4f9b\u4e30\u5bcc\u7684\u6027\u80fd\u6307\u6807\u548c\u7cbe\u7ec6\u81f3\u6bcf\u5305\u7684TCP\u65f6\u5e8f\u65e5\u5fd7\uff0c\u4e0e\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u7ed3\u5408\u63d0\u4f9b\u5b8c\u6574\u7684\u5168\u6808\u56de\u6eaf\u80fd\u529b\u3002<\/p>\n\n\n\n

\u70b9\u51fb <\/strong>🔗\u6b64\u94fe\u63a5<\/a> \u89c2\u770b\u56de\u653e\u89c6\u9891\u3002<\/strong><\/p>\n\n\n\n

\u5927\u5bb6\u597d\uff0c\u6211\u662f\u4e91\u6749\u7f51\u7edcDeepFlow\u7684\u4ea7\u54c1\u7ecf\u7406\u674e\u5029\uff0c\u4eca\u5929\u7ed9\u5927\u5bb6\u5e26\u6765\u7684\u4e3b\u9898\u662f \u300aDeepFlow AutoLogging\uff1a\u81ea\u52a8\u91c7\u96c6\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u548c\u6d41\u65e5\u5fd7\u300b\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u4eca\u5929\u7684\u5185\u5bb9\u5176\u5b9e\u662f\u4e91\u6749\u7f51\u7edc\u201c\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5206\u4eab\u4f1a\u201d\u7684\u76f4\u64ad\u91cc\u9762\uff0c\u7b2c\u516b\u671f\u4e5f\u5c31\u662f\u4e0a\u4e00\u671f\u7684\u4e00\u4e2a\u5ef6\u7eed\uff0c\u7b2c\u516b\u671f\u6211\u4eec\u7684\u7814\u53d1VP\u5411\u9633\u7ed9\u5927\u5bb6\u5e26\u6765\u4e86 🔗\u3010\u76f4\u64ad\u56de\u770b\u3011DeepFlow \u2014\u2014 \u5f00\u542f\u9ad8\u5ea6\u81ea\u52a8\u5316\u7684\u53ef\u89c2\u6d4b\u6027\u65b0\u65f6\u4ee3<\/strong><\/em><\/a>\uff0c\u5176<\/em>\u4e2d\u4e3b\u8981\u548c\u5927\u5bb6\u8be6\u7ec6\u804a\u4e86AutoMetrics \u548c AutoTracing\u7684\u80fd\u529b\uff0c\u5bf9\u4e8e\u53ef\u89c2\u6d4b\u9886\u57df\u4e09\u5927\u652f\u67f1\u7684\u7684Logging\uff0c\u5728\u8fd9\u6b21\u76f4\u64ad\u4e2d\u6765\u7ed9\u5927\u5bb6\u8be6\u7ec6\u8bb2\u89e3\u3002<\/p>\n\n\n\n

\u4eca\u5929\u4ece\u4e09\u4e2a\u65b9\u9762\u7ed9\u5927\u5bb6\u8fdb\u884c\u5206\u4eab\uff1a<\/strong><\/p>\n\n\n\n

\u7b2c\u4e00\uff1a\u5206\u4eab\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\uff0c\u4ece\u6570\u636e\u6765\u6e90\u3001\u6570\u636e\u62bd\u8c61\u5230\u6570\u636e\u4f7f\u7528\u4e09\u4e2a\u89d2\u5ea6\u548c\u5927\u5bb6\u8c08\u8c08\uff0c\u5982\u4f55\u81ea\u52a8\u91c7\u96c6\u7684HTTP\/MySQL\u7b49\u591a\u534f\u8bae\u8c03\u7528\u65e5\u5fd7\uff1b<\/p>\n\n\n\n

\u7b2c\u4e8c\uff1a\u5206\u4eab\u7f51\u7edc\u6d41\u65e5\u5fd7\uff0c\u4e3b\u8981\u5bf9\u6bd4\u516c\u6709\u4e91\u7684\u6d41\u65e5\u5fd7\u53ca\u6d41\u65e5\u5fd7\u7684\u5e94\u7528\u573a\u666f\uff1b<\/p>\n\n\n\n

\u7b2c\u4e09\uff1a\u8bb2\u89e3 AutoLogging \u7684\u5b9e\u73b0\uff0c\u57fa\u4e8eBPF\/eBPF\u7684\u81ea\u52a8\u65e5\u5fd7\u91c7\u96c6\u80fd\u529b\u3002<\/p>\n\n\n\n

01 \u5e94\u7528\u8c03\u7528\u65e5\u5fd7-\u6570\u636e\u6765\u6e90<\/h3>\n\n\n\n

\u9996\u5148\u5f3a\u8c03\u4e0b\uff0c\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u4e0e\u4e0e\u5e94\u7528\u5728\u4ee3\u7801\u5c42\u9762\u6253\u7684\u65e5\u5fd7\u662f\u4e0d\u4e00\u6837\uff0c\u4f8b\u5982Nginx\u7684AccessLog\uff0cMySQL\u7684General Log\/Error Log\u8fd9\u4e9b\u90fd\u662f\u8c03\u7528\u65e5\u5fd7\u7684\u8303\u7574\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u4f46\u662f\u8fd9\u4e9b\u65e5\u5fd7\u90fd\u662f\u5355\u4e2a\u7ec4\u4ef6\u7684\u65e5\u5fd7\uff0c\u5e76\u4e0d\u662f\u5e94\u7528\u7684\u8c03\u7528\u65e5\u5fd7\uff0c\u5bf9\u4e8e\u5e94\u7528\u95ee\u9898\u7684\u6392\u67e5\uff0c\u9700\u8981\u6328\u4e2a\u53bb\u627e\u7ec4\u4ef6\u7684\u8d1f\u8d23\u4eba\u770b\u65e5\u5fd7\uff0c\u4f46\u7ec4\u4ef6\u8d1f\u8d23\u4eba\u4e0d\u61c2\u4e1a\u52a1\uff0c\u4e0d\u77e5\u9053\u5982\u4f55\u5feb\u901f\u641c\u7d22\u65e5\u5fd7\uff0c\u5bfc\u81f4\u4e86\u95ee\u9898\u7684\u6392\u67e5\u8fc7\u7a0b\u4e2d\u534f\u4f5c\u6210\u672c\u5de8\u9ad8\u3002<\/p>\n\n\n\n

\u5e94\u7528\u7684\u8c03\u7528\u65e5\u5fd7\u662f\u7ed9Dev\u56e2\u961f\u5efa\u8bbe\u7684\uff0c\u4e00\u4e2a\u7ad9\u5728\u5e94\u7528\u89c6\u89d2\u5feb\u901f\u67e5\u770b\u6240\u6709\u7684\u8c03\u7528\u8be6\u60c5\u4fe1\u606f\u7684\u80fd\u529b\uff0c\u5176\u5b9e\u8fd9\u4e2a\u80fd\u529b\u83b7\u53d6\u53ef\u4ee5\u5c06\u76ee\u524d\u73b0\u6709\u7684\u7ec4\u4ef6\u65e5\u5fd7\u90fd\u96c6\u4e2d\u8d77\u6765\u67e5\u770b\u4e5f\u662f\u4e00\u79cd\u601d\u8def\uff0c\u4f46\u662f\u5982\u4f55\u4ee5\u5e94\u7528\u65e0\u611f\u77e5\/\u81ea\u52a8\u5316\u7684\u5f62\u5f0f\u4f4e\u6210\u672c\u7684\u63a5\u5165<\/strong>\uff0c\u4ee5\u53ca\u66f4\u7b26\u5408\u4e91\u539f\u751f\u7684\u8fd9\u4e2a\u7406\u5ff5\u6765\u5b9e\u73b0\u7684\u8bdd\uff0c\u8fd9\u662f\u76ee\u524d\u5e02\u9762\u4e0a\u6ca1\u6709\u7684\uff0c\u8fd9\u662fDeepFlow\u7684AutoLogging\u7684\u4ef7\u503c\u70b9\u6240\u5728\u3002<\/p>\n\n\n\n

DeepFlow\u7684\u8c03\u7528\u65e5\u5fd7\uff0c\u5176\u5b9e\u7531\u5404\u79cd\u5404\u6837\u7684\u5e94\u7528\u534f\u8bae\u7ec4\u6210\u7684\uff0c\u76ee\u524dDeepFlow\u5e73\u53f0\u4e0a\u5df2\u7ecf\u5305\u542b\u4e86\u4f8b\u5982\u7f51\u7edc\u5e94\u7528\u7684HTTP\u7684\u8bbf\u95ee\u65e5\u5fd7\u3001DNS\u7684\u67e5\u8be2\u65e5\u5fd7\u3001SQL\/NoSQL\u7684\u64cd\u4f5c\u65e5\u5fd7\u3001RPC\u7684\u8c03\u7528\u65e5\u5fd7\u3001MQ\u7684API\u8c03\u7528\u65e5\u5fd7\uff0c\u4e5f\u4f1a\u5305\u542b\u53ef\u89c2\u6d4b\u9886\u57df\u4e2dTracing\u7684\u6570\u636e\uff0c\u4f8b\u5982OpenTelmetry\u534f\u8bae\u7684Span\u8c03\u7528\uff0c\u8fd8\u4f1a\u9646\u7eed\u652f\u6301\u4e00\u4e9b\u7269\u8054\u7f51\u7684\u534f\u8bae\uff0c\u4f8b\u5982MQTT\u7684\u65e5\u5fd7\u3002<\/p>\n\n\n\n

02 \u5e94\u7528\u8c03\u7528\u65e5\u5fd7-\u6570\u636e\u62bd\u8c61<\/h3>\n\n\n\n

\u6570\u636e\u7684\u6765\u6e90\u521a\u521a\u5927\u5bb6\u4e5f\u770b\u5230\u4e86\uff0c\u975e\u5e38\u7684\u4e30\u5bcc\uff0c\u968f\u7740\u5e02\u573a\u7684\u9700\u6c42\u548c\u7248\u672c\u7684\u8fed\u4ee3\uff0c\u5c06\u4f1a\u6709\u66f4\u591a\u534f\u8bae\u7684\u6570\u636e\u63a5\u5165\u8fdb\u6765\u3002\u5982\u679c\u9700\u66f4\u597d\u7684\u4f7f\u7528\u8fd9\u4e9b\u2018\u4e94\u82b1\u516b\u95e8\u2019\u7684\u6570\u636e\uff0c\u9700\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u6cbb\u7406\uff0c\u6cbb\u7406\u7684\u7b2c\u4e00\u6b65\uff0c\u5bf9\u6570\u636e\u8fdb\u884c\u7edf\u4e00\u7684\u62bd\u8c61<\/strong>\uff0c\u6570\u636e\u62bd\u8c61\u5c06\u4ece\u516c\u5171\u5b57\u6bb5\u3001\u8bf7\u6c42\u5b57\u6bb5\u3001\u54cd\u5e94\u5b57\u6bb5\u3001\u6307\u6807\u91cf\uff0c\u8fd9\u56db\u4e2a\u5c42\u9762\u6765\u5c55\u5f00\uff1a<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u516c\u5171\u5b57\u6bb5<\/strong><\/p>\n\n\n\n

\u5305\u542b\u5e94\u7528\u534f\u8bae\u3001\u534f\u8bae\u7248\u672c\u3001\u65e5\u5fd7\u7c7b\u578b\uff0c\u5176\u4e2d\u65e5\u5fd7\u7c7b\u578b\u5305\u542b\u8bf7\u6c42\/\u54cd\u5e94\/\u4f1a\u8bdd\u7c7b\u578b\uff0c\u4e00\u822c\u534f\u8bae\u90fd\u662f\u8fd9\u4e09\u79cd\uff0c\u4e5f\u4f1a\u6709\u4e00\u4e9b\u534f\u8bae\u6709\u4e9b\u4f8b\u5916\uff0c\u4f8b\u5982OpenTelemetry\u534f\u8bae\uff0c\u4ec5\u4e00\u4e2a\u4f1a\u8bdd\u7c7b\u578b\u3002<\/p>\n\n\n\n

\u8bf7\u6c42\u5b57\u6bb5<\/strong><\/p>\n\n\n\n

\u6574\u4f53\u62bd\u8c61\u4e3a\u8bf7\u6c42\u7c7b\u578b\u3001\u8bf7\u6c42\u57df\u540d\u3001\u8bf7\u6c42\u8d44\u6e90\u3001\u8bf7\u6c42ID\uff0c\u4f8b\u5982HTTP\u7684\u65b9\u6cd5\uff0cMySQL\u7684\u547d\u4ee4\u7c7b\u578b\uff0cDNS\u7684\u67e5\u8be2\u7c7b\u578b\u90fd\u4e3a\u8bf7\u6c42\u7c7b\u578b\uff0cHTTP\u7684host\u5bf9\u5e94\u8bf7\u6c42\u57df\u540d\uff0cHTTP\u7684Url\u3001MySQL\u7684\u547d\u4ee4\u3001DNS\u7684\u67e5\u8be2\u540d\u79f0\u90fd\u5bf9\u5e94\u8bf7\u6c42\u8d44\u6e90\uff0c\u8fd9\u4e2a\u8bf7\u6c42\u8d44\u6e90\u7684\u62bd\u8c61\u662f\u53c2\u8003\u5404\u4e2aAPM\u7684\u5382\u5546\u7684\u5b9a\u4e49\uff0c\u4f8b\u5982Datadog\u7684Resource\uff0cSkywalking\u7684Endpoint\u3002<\/p>\n\n\n\n

\u54cd\u5e94\u5b57\u6bb5<\/strong><\/p>\n\n\n\n

\u5206\u4e3a\u54cd\u5e94\u72b6\u6001\u3001\u54cd\u5e94\u7801\u3001\u54cd\u5e94\u5f02\u5e38\u3001\u7ed3\u679c\uff0c\u6574\u4f53\u6765\u8bf4\u57fa\u672c\u90fd\u662f\u5bf9\u5e94\u54cd\u5e94\u7801\u6620\u5c04\u7684\u3002<\/p>\n\n\n\n

\u6307\u6807\u91cf<\/strong><\/p>\n\n\n\n

\u5206\u4e3a\u541e\u5410\u8bf7\u6c42\u957f\u5ea6\u3001\u54cd\u5e94\u957f\u5ea6\u7684\u5b57\u6bb5\uff0c\u4ee5\u53ca\u54cd\u5e94\u65f6\u5ef6\u5b57\u6bb5\uff0c\u7ed3\u5408\u6307\u6807\u91cf\u53ef\u4ee5\u66f4\u597d\u7684\u5206\u6790\u8c03\u7528\u3002<\/p>\n\n\n\n

03 \u5e94\u7528\u8c03\u7528\u65e5\u5fd7-\u81ea\u5b9a\u4e49\u5c5e\u6027<\/h3>\n\n\n\n

\u6570\u636e\u62bd\u8c61\u7684\u6536\u76ca\u662f\u7edf\u4e00\u7ba1\u7406\uff0c\u53ef\u5f0a\u7aef\u4e5f\u5728\u7edf\u4e00\u3002\u5728\u8bbe\u8ba1\u4e4b\u521d\uff0c\u5176\u5b9e\u5c31\u8003\u8651\u4e86\u8981\u505a\u81ea\u5b9a\u4e49\u5c5e\u6027\u7684\u6269\u5c55\uff0c\u968f\u7740OpenTemetry\u7684Tracing\u6570\u636e\u63a5\u5165\uff0c\u8fd9\u4e2a\u4e8b\u60c5\u5c31\u53d8\u7684\u66f4\u52a0\u91cd\u8981\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u56e0\u6b64\u9664\u4e86\u5b9a\u4e49\u7684\u6807\u51c6\u5b57\u6bb5\u5916\uff0c\u53c8\u5b9a\u4e49\u4e86Attribute_Names\u548cAttribute_Values\u8fd9\u4e24\u4e2a\u6570\u7ec4\uff0c\u6570\u7ec4\u91cc\u9762\u53ef\u4ee5\u643a\u5e26\u81ea\u5b9a\u4e49\u5c5e\u6027\u548c\u81ea\u5b9a\u4e49\u5c5e\u6027\u5bf9\u5e94\u7684\u503c\uff0c\u8fd9\u4e2a\u662f\u6839\u636e\u4e0d\u540c\u7684\u9700\u6c42\u6765\u643a\u5e26\uff0c\u6ca1\u6709\u957f\u5ea6\u548c\u683c\u5f0f\u7684\u9650\u5236\uff0c\u975e\u5e38\u7684\u7075\u6d3b\u3002<\/p>\n\n\n\n

\u4e24\u4e2a\u6570\u7ec4\u91cc\u9762\u7684 Key \u548c Value \u6309\u987a\u5e8f\u6765\u8fdb\u884c\u6620\u5c04\uff0c\u5728\u4ea7\u54c1\u5316\u7684\u65f6\u5019\uff0c\u901a\u8fc7Qurey\u7ec4\u4ef6\u8fdb\u884c\u8f6c\u5316\uff0c\u7528\u6237\u662f\u65e0\u611f\u77e5\u6570\u7ec4\u7684\u5b58\u5728\u7684\uff0c\u770b\u5230\u7684\u90fd\u662fKey\uff0cValue\u8fd9\u6837\u7684\u5c5e\u6027\u5173\u7cfb\uff0c\u901a\u8fc7Key\u67e5\u8be2\u6765\u83b7\u53d6Value\uff0c\u8fd9\u4e2a\u548c\u4f7f\u7528\u5176\u4ed6Tag\u67e5\u8be2\u7684\u903b\u8f91\u4e5f\u662f\u4e00\u81f4\u7684\u3002<\/p>\n\n\n\n

04 \u5e94\u7528\u8c03\u7528\u65e5\u5fd7-AutoTagging<\/h3>\n\n\n\n

\u521a\u521a\u5206\u6790\u7684\u662f\u5404\u79cd\u534f\u8bae\u5982\u4f55\u6620\u5c04\u4e3a\u8c03\u7528\u65e5\u5fd7\uff0c\u7ad9\u5728\u5e94\u7528\u7684\u89c6\u89d2\u5df2\u7ecf\u53ef\u4ee5\u7edf\u4e00\u67e5\u770b\u8c03\u7528\u65e5\u5fd7\u4e86\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u800c\u5982\u4f55\u5feb\u901f\u8fc7\u6ee4\u5e94\u7528\u5462\uff1f\u8fd9\u4e5f\u662f\u4e00\u4e2a\u5fc5\u987b\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u5728\u4f20\u7edf\u67b6\u6784\u4e2d\uff0c\u4e00\u822c\u4f1a\u6839\u636eIP\u6bb5\u6216\u8005\u6839\u636e\u6240\u5728\u670d\u52a1\u5668\u6765\u8fc7\u6ee4\uff0c\u4f46\u662f\u5e94\u7528\u67b6\u6784\u9010\u6b65\u8fc1\u79fb\u5230\u4e91\u4e0a\uff0c\u5f00\u59cb\u4f7f\u7528\u5fae\u670d\u52a1\u67b6\u6784\u540e\uff0cIP\u5df2\u7ecf\u4e0d\u518d\u7a33\u5b9a\uff0c\u800c\u8d44\u6e90\u4e5f\u4e0d\u5728\u7b80\u5355\u662f\u670d\u52a1\u5668\u4e86\uff0c\u8fd9\u79cd\u65f6\u5019\u5982\u4f55\u6765\u5feb\u901f\u8fc7\u6ee4\u5e94\u7528\u5462\uff1f<\/p>\n\n\n\n

DeepFlow\u7684AutoTagging\u80fd\u529b\uff0c\u53ef\u4ee5\u7ed9\u8c03\u7528\u65e5\u5fd7\u6253\u4e0a\u5404\u79cd\u4e91\u5382\u5546\u7684\u6807\u7b7e\uff0c<\/strong>\u6bd4\u5982\u79df\u6237\u3001\u533a\u57df\u3001\u5b50\u7f51\u3001\u4e91\u670d\u52a1\u5668\u3001RDS\u3001\u8d1f\u8f7d\u5747\u8861\u5668\u3001NAT\u7f51\u5173\u3001K8s\u7684\u547d\u540d\u7a7a\u95f4\u3001\u5bb9\u5668\u670d\u52a1\u3001\u5de5\u4f5c\u8d1f\u8f7d\u3001\u52a8\u6001Label\u7b49\u7b49\uff0c\u6709\u4e86\u8fd9\u4e9b\u6807\u7b7e\uff0c\u5219\u53ef\u4ee5\u5feb\u901f\u7684\u6839\u636e\u5404\u79cd\u4e91\u6807\u7b7e\u8fc7\u6ee4\u5e94\u7528\uff0c\u7136\u540e\u67e5\u770b\u5e94\u7528\u7684\u8c03\u7528\u65e5\u5fd7\u4e86\u3002<\/p>\n\n\n\n

\u4ee5\u4e0a\u4e3b\u8981\u548c\u5927\u5bb6\u5206\u4eab\u4e86\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u80cc\u540e\u6570\u636e\u5904\u7406\u7684\u4e00\u4e9b\u7406\u8bba\u80fd\u529b\uff0c\u63a5\u4e0b\u6765\u5e26\u5927\u5bb6\u611f\u53d7\u4e0b\u57fa\u4e8e\u8fd9\u6837\u7684\u80fd\u529b\uff0c\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u6fc0\u53d1\u7684\u5b9e\u9645\u4ef7\u503c<\/strong>\u3002<\/p>\n\n\n\n

05 \u5e94\u7528\u8c03\u7528\u65e5\u5fd7-\u603b\u89c8<\/h3>\n\n\n\n

\u8fd9\u662f\u57fa\u4e8e\u8c03\u7528\u65e5\u5fd7\u6784\u5efa\u7684\u4e00\u5f20Grafana\u7684Dashboard\uff0c\u8fd9\u4e2aDashboard\u4e3b\u8981\u53ef\u67e5\u770b\u670d\u52a1\u7684\u8c03\u7528\u5173\u7cfb\u3001RED\u6307\u6807\u91cf\u3002Dashboard\u5c31\u662f\u57fa\u4e8e\u524d\u9762\u6570\u636e\u62bd\u8c61\u6765\u5b9e\u73b0\u7684\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7AutoTagging\u6253\u4e0a\u7684\u6807\u7b7e\uff0cDashboard\u4e3b\u8981\u4f7f\u7528K8s\u76f8\u5173\u7684\u6807\u7b7e\uff0c\u5feb\u901f\u8fc7\u6ee4\u5e94\u7528<\/strong>\uff0c\u6bd4\u5982DeepFlow\u8fd9\u4e2a\u5e94\u7528\uff0c\u5c31\u76f4\u63a5\u8fc7\u6ee4Namespace=DeepFlow\u5c31\u53ef\u4ee5\u4e86\u3002\u7136\u540e\u7ed3\u5408Grafana\u7684\u4e00\u4e9b\u9608\u503c\u80fd\u529b\uff0c\u5c31\u53ef\u4ee5\u5feb\u901f\u7684\u5728\u89c6\u89c9\u627e\u5230\u9700\u8981\u5173\u6ce8\u7684\u670d\u52a1\uff0c\u4ece\u800c\u7f29\u5c0f\u95ee\u9898\u5b9a\u4f4d\u7684\u8303\u56f4\u3002<\/p>\n\n\n\n

06 \u5e94\u7528\u8c03\u7528\u65e5\u5fd7-HTTP\u8bbf\u95ee\u65e5\u5fd7<\/h3>\n\n\n\n

\u63a5\u4e0b\u6765\u770b\u770b\u5982\u4f55\u67e5\u770bHTTP\u7684\u8c03\u7528\u65e5\u5fd7\u4ee5\u53caDeepFlow\u5e73\u53f0\u7684\u8c03\u7528\u65e5\u5fd7\u4e0eAccessLog\u7684\u5dee\u5f02\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u5de6\u8fb9\u662f\u5728Grafana\u4e0a\u6784\u5efa\u7684\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u7684Dashboard\uff0c\u53ef\u6839\u636eTAG\u8fc7\u6ee4\u5e94\u7528\uff0c\u6839\u636eProtocol\u8fc7\u6ee4HTTP\u3001HTTPS\u3001HTTP2\u534f\u8bae\uff0c\u5373\u53ef\u67e5\u770b\u5f53\u524d\u670d\u52a1\u7684HTTP\u7684\u8c03\u7528\u65e5\u5fd7\u3002<\/p>\n\n\n\n

\u53f3\u8fb9\u662f\u5c06AccessLog\u4e0eDeepFlow\u7684\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u505a\u7684\u4e00\u4e2a\u6620\u5c04\uff0c\u901a\u8fc7\u5bf9\u6bd4\uff0c\u53ef\u770b\u51fa\u6765\u9664\u4e86remote_user\u5176\u4ed6\u90fd\u80fd\u6620\u5c04\u7684\u975e\u5e38\u597d\u3002<\/p>\n\n\n\n

HTTP\u8bbf\u95ee\u65e5\u5fd7\u9664\u4e86\u4f5c\u4e3a\u4ee3\u66ffAccessLog\uff0c\u8fd8\u53ef\u4ee5\u7ed3\u5408\u8c03\u7528\u65e5\u5fd7\u7684\u72b6\u6001\u548c\u6307\u6807\u91cf\uff0c\u5feb\u901f\u77e5\u9053\u54ea\u4e9b\u8c03\u7528\u5b58\u5728\u5f02\u5e38\uff0c\u54ea\u4e9b\u8c03\u7528\u54cd\u5e94\u6162\u3002<\/p>\n\n\n\n

07 \u5e94\u7528\u8c03\u7528\u65e5\u5fd7-MySQL\u6162\u67e5\u8be2\u65e5\u5fd7<\/h3>\n\n\n\n

\u5bf9\u4e8eMySQL\u6162\u67e5\u8be2\u7684\u65e5\u5fd7\uff0c\u5728\u4e91\u4e0a\u6570\u636e\u5e93\u5b9e\u4f8b\u5316\u540e\uff0c\u60f3\u770b\u6570\u636e\u5e93\u7684\u65e5\u5fd7\uff0c\u5176\u5b9e\u5e76\u4e0d\u5bb9\u6613\uff0c\u9700\u8981\u5728\u4e91\u4e0a\u5f00\u542f\u5404\u79cd\u8bbe\u7f6e\u548c\u6743\u9650\uff0c\u53ca\u65f6\u770b\u5230\u4e86\u65e5\u5fd7\uff0c\u4e5f\u6bd4\u8f83\u96be\u5feb\u901f\u7684\u53bb\u8fc7\u6ee4\u5bf9\u5e94\u7684\u5e94\u7528\u65e5\u5fd7\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u6211\u4eec\u6765\u770b\u770bDeepFlow\u662f\u5982\u4f55\u67e5\u770b\u6162\u67e5\u8be2\u65e5\u5fd7\u7684<\/strong>\uff0c\u8fd9\u4e2a\u662f\u521a\u521aHTTP\u8c03\u7528\u65e5\u5fd7\u4e00\u6837\u7684Dashboard\uff0c\u4ec5\u9700\u8981\u5207\u6362\u4e0b\u641c\u7d22\u6761\u4ef6\u5373\u53ef<\/strong>\uff0c\u5c06\u534f\u8bae\u5207\u6362\u4e3aMySQL\uff0crequest_type\u8f93\u5165\u4e3aCOM_QUREY\uff0c\u4ee5\u53carequest_resource\u4e3aSELECT*\u3002<\/p>\n\n\n\n

\u8bbe\u7f6e\u597d\u8fd9\u6837\u7684\u8fc7\u6ee4\u6761\u4ef6\uff0c\u5f97\u5230\u7684\u5c31\u662fMySQL\u7684\u67e5\u8be2\u65e5\u5fd7\uff0c\u63a5\u7740\u518d\u5bf9\u54cd\u5e94\u65f6\u5ef6\u6392\u5e8f\u8fc7\u6ee4\uff0c\u5c31\u53ef\u4ee5\u627e\u5230\u6162\u67e5\u8be2\u4e86\u3002<\/p>\n\n\n\n

08 \u5e94\u7528\u8c03\u7528\u65e5\u5fd7-\u5206\u5e03\u5f0f\u8ffd\u8e2aSpan\u65e5\u5fd7<\/h3>\n\n\n\n

\u9664\u4e86\u770b\u7f51\u7edc\u5e94\u7528\u534f\u8bae\u7684\u8c03\u7528\u65e5\u5fd7\u5916\uff0c\u901a\u8fc7\u524d\u9762\u7684\u6570\u636e\u6765\u6e90\u6211\u4eec\u4e5f\u77e5\u9053\uff0c\u8c03\u7528\u65e5\u5fd7\u4e5f\u652f\u6301\u63a5\u5165\u5206\u5e03\u5f0f\u8ffd\u8e2a\u534f\u8bae\u7684Span\u4fe1\u606f\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u76ee\u524dDeepFlow\u5df2\u7ecf\u652f\u6301\u5bf9\u63a5OpenTelemtry\u7684Span\u4fe1\u606f\uff0c\u6bcf\u4e2aSpan\u5176\u5b9e\u90fd\u5bf9\u5e94\u7740\u4e00\u4e2a\u8c03\u7528\uff0c\u5f53\u524d\u5c55\u793a\u7684\u5c31\u662fOpentelemtry\u7684\u4e00\u4e2aSpan\u65e5\u5fd7\u3002<\/p>\n\n\n\n

\u63a5\u5165Span\u7684\u4fe1\u606f\u540e\uff0c\u9664\u4e86\u53ef\u4ee5\u770b\u65e5\u5fd7\uff0c\u6839\u636e\u72b6\u6001\u3001\u6307\u6807\u91cf\u6765\u5b9a\u4f4d\u8c03\u7528\u95ee\u9898\u5916\uff0c\u8fd8\u6709\u4e00\u4e2a\u91cd\u8981\u7684\u76ee\u7684\uff0c\u5c31\u662f\u8fd8\u53ef\u4ee5\u57fa\u4e8e\u76ee\u524dDeepFlow\u5e73\u53f0\u5df2\u6709\u7684\u7f51\u7edc\u4e2d\u91c7\u96c6\u7684\u8c03\u7528\u548c\u901a\u8fc7eBPF\u91c7\u96c6\u7684\u8c03\u7528\uff0c\u8fdb\u884c\u5168\u6808\u5168\u94fe\u8def\u7684\u8ffd\u8e2a\u3002<\/p>\n\n\n\n

09 \u5e94\u7528\u8c03\u7528\u65e5\u5fd7-\u5168\u6808\u5168\u94fe\u8def\u8ffd\u8e2a<\/h3>\n\n\n\n

\u8fd9\u5c31\u662f\u4e00\u4e2a\u6700\u7ec8\u8ffd\u8e2a\u51fa\u6765\u7684\u706b\u7130\u56fe\uff0c\u8fd9\u4e2a\u706b\u7130\u56fe\u4e0a\u4e0d\u4ec5\u5305\u542b\u5e94\u7528\u4ee3\u7801\u5c42\u9762\u7684\u8c03\u7528\uff0c\u4e5f\u5305\u542b\u4e86\u7cfb\u7edf\u5c42\u9762\u3001\u7f51\u7edc\u5c42\u9762\uff0c\u9488\u5bf9\u5982\u4f55\u8ffd\u8e2a\u8fd9\u4e2a\u4e8b\uff0c\u7531\u4e8e\u65f6\u95f4\u95ee\u9898\uff0c\u4eca\u5929\u5c31\u4e0d\u5c55\u5f00\u7ec6\u8bf4\uff0c\u6211\u4f1a\u5229\u7528\u540e\u7eed\u7684\u76f4\u64ad\u7ee7\u7eed\u7ed9\u5927\u5bb6\u8be6\u7ec6\u7684\u53bb\u5206\u4eab\uff0c\u5982\u4f55\u5bf9\u5e94\u7528\u8fdb\u884c\u5168\u6808\u5168\u94fe\u8def\u7684\u8ffd\u8e2a\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\uff0c\u4ec5\u80fd\u89c2\u6d4b\u5230\u5e94\u7528\u5c42\u9762\u7684\u4e00\u4e9b\u95ee\u9898\uff0cDeepFlow\u53ef\u4ee5\u901a\u8fc7FlowID\u5c06\u5e94\u7528\u8c03\u7528\u80cc\u540e\u7684\u7f51\u7edc\u6d41\u65e5\u5fd7\u5173\u8054\u8d77\u6765\u3002\u63a5\u4e0b\u6765\u5206\u4eab\u7f51\u7edc\u6d41\u65e5\u5fd7\u80fd\u6709\u4ec0\u4e48\u6837\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n

10 \u7f51\u7edc\u6d41\u65e5\u5fd7-\u529f\u80fd\u5b9a\u4e49<\/h3>\n\n\n\n

\u5148\u770b\u4e0b\u516c\u6709\u4e91\u5bf9\u7f51\u7edc\u6d41\u65e5\u5fd7\u7684\u529f\u80fd\u8bf4\u660e\uff0c\u8fd9\u662f\u963f\u91cc\u4e91\u7684\u4e00\u4e2a\u5b9a\u4e49\uff0c\u662f\u6355\u83b7\u7279\u5b9a\u4f4d\u7f6e\u7684\u6d41\u91cf\uff0c\u5c06\u6d41\u91cf\u8f6c\u5316\u4e3a\u6d41\u65e5\u5fd7\u8bb0\u5f55\u4e0b\u6765\uff0c\u6d41\u65e5\u5fd7\u662f\u4ec0\u4e48\u5462\uff1f\u6d41\u65e5\u5fd7\u662f\u8bb0\u5f55\u6355\u83b7\u7279\u5b9a\u65f6\u95f4\u7a97\u53e3\u7684\u7279\u5b9a\u4e94\u5143\u7ec4\u7684\u7f51\u7edc\u6d41<\/strong>\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u6240\u4ee5\u5bf9\u4e8e\u57fa\u7840\u529f\u80fd\u7684\u5b9a\u4e49\uff0cDeepFlow\u662f\u6709\u9075\u5faa\u516c\u6709\u4e91\u7684\u5b9a\u4e49\u7684\uff0c\u5e76\u5728\u6b64\u57fa\u7840\u4e0a\u8fd8\u6709\u66f4\u4e30\u5bcc\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n

11 \u7f51\u7edc\u6d41\u65e5\u5fd7-DeepFlow\u4e0e\u516c\u6709\u4e91\u5bf9\u6bd4<\/h3>\n\n\n\n

\u63a5\u4e0b\u6765\u770b\u770bDeepFlow\u6d41\u65e5\u5fd7\u4e0e\u516c\u6709\u4e91\u6d41\u65e5\u5fd7\u7684\u5bf9\u6bd4\uff0c\u6211\u6765\u89e3\u8bfb\u4e00\u4e0b\u5176\u4e2d\u7684\u4e00\u4e9b\u5dee\u5f02\u70b9\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u5148\u770b\u770b\u6355\u83b7\u5468\u671f<\/strong>\uff0cDeepFlow\u7684\u7c92\u5ea6\u80fd\u5c0f\u52301\u5206\u949f\uff0c\u540c\u65f6\u6355\u83b7\u4f4d\u7f6eDeepFlow\u4e5f\u66f4\u4e30\u5bcc\uff0c\u9664\u4e86VPC\u7f51\u7edc\uff0c\u4e5f\u4f1a\u8986\u76d6\u5230\u5bb9\u5668\u7f51\u7edc\u3001\u7269\u7406\u7f51\u7edc\u3001\u4e5f\u80fd\u4ece\u7f51\u7edc\u5c42\u9762\u6269\u5c55\u5230\u7cfb\u7edf\u5c42\u9762\u3002<\/p>\n\n\n\n

\u63a5\u7740\u770b\u770bTAG<\/strong>\uff0c\u914d\u5408DeepFlow\u7684AutoTagging\u7684\u80fd\u529b\uff0cDeepFlow\u6d41\u65e5\u5fd7\u7684TAG\u662f\u8fdc\u6bd4\u516c\u6709\u4e91\u66f4\u4e30\u5bcc\u7684\uff0c\u9664\u4e86VPC\u7f51\u7edc\u7684\u4e00\u4e9bTag\uff0c\u8fd8\u5305\u542b\u96a7\u9053\u7684Tag\u3001\u5bb9\u5668\u7f51\u7edc\uff0c\u4ee5\u53ca\u66f4\u4e30\u5bcc\u7684\u91c7\u96c6\u4f4d\u7f6eTag\u3002<\/p>\n\n\n\n

\u63a5\u7740\u6307\u6807\u91cf<\/strong>\uff0c\u516c\u6709\u4e91\u4ec5\u6709Packet\/Byte\u8fd9\u4e24\u4e2a\uff0cDeepFlow\u5219\u8986\u76d6\u4e86\u4ece\u7f51\u7edc\u541e\u5410\u5230\u6027\u80fd\uff0c\u518d\u5230\u65f6\u5ef6\u591a\u4e2a\u7ef4\u5ea6\u3002<\/p>\n\n\n\n

\u5728DeepFlow\u7684\u6d41\u65e5\u5fd7\u4e2d\uff0c\u589e\u52a0\u4e86\u6d41\u72b6\u6001\u5b57\u6bb5<\/strong>\uff0c\u53ef\u901a\u8fc7\u6b64\u5b57\u6bb5\u5feb\u901f\u8fc7\u6ee4\u5f02\u5e38\u7684\u6d41\uff0c\u8fd9\u662f\u76ee\u524d\u516c\u6709\u4e91\u4e0a\u4e0d\u652f\u6301\u7684\u3002\u5f53\u7136\u516c\u6709\u4e91\u652f\u6301\u7684\u65e5\u5fd7\u72b6\u6001\u5b57\u6bb5\u548c\u5b89\u5168\u7b56\u7565\u7684\u72b6\u6001\uff0cDeepFlow\u76ee\u524d\u4e0d\u652f\u6301\uff0c\u4e0d\u8fc7\u6b64\u529f\u80fd\u4e5f\u5df2\u7ecf\u52a0\u5165\u5230\u6392\u671f\u4e2d\u4e86\u3002<\/p>\n\n\n\n

\u6700\u540e\uff0c\u518d\u770b\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u4e8b\u60c5\uff0c\u4ece\u8ba1\u8d39<\/strong>\u4e0a\u770b\uff0c\u516c\u6709\u4e91\u76ee\u524d\u662f\u8ba1\u8d39\u7684\uff0c\u6309\u91c7\u96c6\u6d41\u91cf\u5927\u5c0f\u548c\u5b58\u50a8\u7a7a\u95f4\u6765\u6536\u8d39\uff0cDeepFlow\u5f00\u6e90\u53caSaaS\u7248\u672c\u90fd\u5177\u5907\u6b64\u80fd\u529b\uff0c\u5f00\u6e90\u5927\u5bb6\u90fd\u77e5\u9053\u514d\u8d39\u7684\uff0cSaaS\u7248\u672c\u76ee\u524d\u4e5f\u662f\u514d\u8d39\u8bd5\u7528\u9636\u6bb5\u3002<\/p>\n\n\n\n

\u597d\uff0c\u5206\u6790\u4e86\u8fd9\u4e48\u591a\u529f\u80fd\u5bf9\u6bd4\uff0c\u4e0b\u9762\u6211\u4eec\u6765\u770b\u4e0bDeepFlow\u7f51\u7edc\u6d41\u65e5\u5fd7\u529f\u80fd\uff0c\u5177\u4f53\u80fd\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\u3002<\/p>\n\n\n\n

12 \u7f51\u7edc\u6d41\u65e5\u5fd7-\u603b\u89c8<\/h3>\n\n\n\n

\u8fd9\u662f\u57fa\u4e8e\u7f51\u7edc\u6d41\u65e5\u5fd7\u6784\u5efa\u7684Granafa\u7684Dashboard\uff0c\u662f\u53ef\u4ee5\u548c\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u4e00\u6837\uff0c\u67e5\u770b\u670d\u52a1\u7684\u8c03\u7528\u5173\u7cfb\uff0c\u4f46\u662f\u548c\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u4e0d\u4e00\u6837\u7684\u662f\uff0c\u8fd9\u4e2a\u603b\u89c8\u7684Dashboard\u67e5\u770b\u7684\u662f\u7f51\u7edc\u5c42\u9762\u7684\u6307\u6807\u91cf\uff0c\u6bd4\u5982\u541e\u5410\u3001\u91cd\u4f20\u3001\u5efa\u8fde\u5931\u8d25\u3001\u5efa\u8fde\u65f6\u5ef6\u7b49\u6307\u6807\u6570\u636e\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

13 \u7f51\u7edc\u6d41\u65e5\u5fd7-\u7f51\u7edc\u65f6\u5ef6<\/h3>\n\n\n\n

\u67e5\u770b\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u65f6\uff0c\u7ecf\u5e38\u4f1a\u5173\u6ce8\u54cd\u5e94\u65f6\u5ef6\u6162\u7684\u8c03\u7528\uff0c\u53ef\u8fd9\u4e2a\u54cd\u5e94\u6162\uff0c\u9664\u4e86\u5e94\u7528\u672c\u8eab\u54cd\u5e94\u6162\u4ee5\u5916\uff0c\u8fd8\u53ef\u80fd\u662fTCP\u5efa\u8fde\u6162\uff0c\u4e5f\u6709\u53ef\u80fd\u662f\u6570\u636e\u4f20\u8f93\uff0c\u4e5f\u53ef\u80fd\u662f\u534f\u8bae\u6808\u6162\uff0c\u5bf9\u4e8e\u7f51\u7edc\u76f8\u5173\u65f6\u5ef6\u7684\u6392\u67e5\uff0c\u9700\u8981\u67e5\u770b\u5e94\u7528\u8c03\u7528\u5bf9\u5e94\u7684\u6d41\u65e5\u5fd7\u6765\u5206\u6790\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u9996\u5148\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u548c\u7f51\u7edc\u6d41\u65e5\u5fd7\u662f\u5982\u4f55\u5173\u8054\u7684\uff0cDeepFlow\u5e73\u53f0\u4e0a\u662f\u901a\u8fc7\u4e00\u4e2aFlowID\u6765\u5c06\u4e24\u4e2a\u65e5\u5fd7\u8fdb\u884c\u5173\u8054\uff0c\u56e0\u6b64\u53ef\u4ee5\u6839\u636e\u8c03\u7528\u65e5\u5fd7\u7684FlowID\uff0c\u5728\u6d41\u65e5\u5fd7\u4e2d\u8fdb\u884c\u67e5\u627e\uff0c\u627e\u5230\u8fd9\u6761\u8c03\u7528\u5bf9\u5e94\u7684\u6d41\u65e5\u5fd7\uff0c\u7136\u540e\u5206\u6790\u6d41\u65e5\u5fd7\u4e2d\u7684\u5efa\u8fde\u65f6\u5ef6\u3001\u7cfb\u7edf\u65f6\u5ef6\u548c\u6570\u636e\u4f20\u8f93\u65f6\u5ef6\u6307\u6807\u91cf\uff0c\u6392\u67e5\u7f51\u7edc\u65f6\u5ef6\u9ad8\u5bfc\u81f4\u4e86\u5e94\u7528\u8c03\u7528\u54cd\u5e94\u6162\u3002<\/p>\n\n\n\n

14 \u7f51\u7edc\u6d41\u65e5\u5fd7-\u6d41\u72b6\u6001\u5f02\u5e38\u65e5\u5fd7<\/h3>\n\n\n\n

\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u662f\u53ef\u4ee5\u6839\u636e\u72b6\u6001\u67e5\u770b\u5f02\u5e38\u65e5\u5fd7\uff0c\u6d41\u65e5\u5fd7\u4e5f\u662f\u4e00\u6837\uff0c\u53ef\u4ee5\u5bf9\u72b6\u6001\u8fdb\u884c\u8fc7\u6ee4\u67e5\u770b\u5f02\u5e38\u7684\u6d41\u65e5\u5fd7\uff0c\u56e0\u6b64\u8fd9\u4e2a\u65f6\u5019\u5c31\u80fd\u53bb\u770b\u770b\u8c03\u7528\u5f02\u5e38\u80cc\u540e\u662f\u5426\u56e0\u4e3a\u7f51\u7edc\u5f02\u5e38\u5bfc\u81f4\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u53f3\u4e0a\u89d2\u7ed9\u51fa\u6765\u4e86DeepFlow\u6d41\u65e5\u5fd7\u91cc\u9762\u7684\u72b6\u6001\u5b9a\u4e49\uff0c\u4e3b\u8981\u5bf9\u6d41\u7ed3\u675f\u7c7b\u578b\u6765\u8fdb\u884c\u5b9a\u4e49\uff0c\u6bd4\u5982\u5efa\u8fde\u65f6\u5ef6\uff0c\u56e0\u4e3a\u7aef\u53e3\u590d\u7528\u53ef\u5173\u95ed\uff0c\u6bd4\u5982\u4f20\u8f93\u8fc7\u7a0b\u4e2d\uff0c\u670d\u52a1\u7aef\u53d1\u9001RST\u62a5\u6587\u5bfc\u81f4\u7684\u7ed3\u675f\u3002<\/p>\n\n\n\n

15 \u7f51\u7edc\u6d41\u65e5\u5fd7-TCP\u65f6\u5e8f\u65e5\u5fd7<\/h3>\n\n\n\n

\u63a5\u4e0b\u6765\u7ee7\u7eed\u6df1\u5165\u7684\u7ed3\u5408TCP\u65f6\u5e8f\u65e5\u5fd7\uff0c\u5206\u6790\u5177\u4f53\u7684\u5305\u7684\u65f6\u5ef6\u548c\u95ee\u9898\u3002\u7279\u522b\u8bf4\u660e\u4e0b\uff1aTCP\u65f6\u5e8f\u65e5\u5fd7\u76ee\u524d\u662fDeepFlow\u4f01\u4e1a\u7248\u7684\u589e\u5f3a\u529f\u80fd\u4e86\uff0c\u73b0\u5728\u5f00\u6e90\u7684\u7248\u672c\u91cc\u9762\u662f\u6ca1\u6709\u7684\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u7528\u4e00\u4e2a\u7b80\u5355\u7684Demo\uff0c\u8bb2\u89e3\u5f00\u6e90\u7684\u8c03\u7528\u65e5\u5fd7\u548c\u6d41\u65e5\u5fd7\u529f\u80fd\u3002\u8fd9\u662f\u6211\u4eec\u7ed9\u5f00\u6e90\u793e\u533a\u642d\u5efa\u7684\u4e00\u4e2aDemo\u73af\u5883\uff0c\u8fd9\u4e2aDemo\u73af\u5883\u662f\u57fa\u4e8eGrafana\u6765\u6784\u5efa\u7684\uff0c\u5df2\u7ecf\u6784\u5efa\u4e86\u5f88\u591a\u5e94\u7528\u548c\u7f51\u7edc\u76f8\u5173\u7684Dashboard\u3002<\/p>\n\n\n\n

🔗\u3010\u76f4\u64ad\u56de\u653e\u3011DeepFlow AutoLogging\uff1a\u81ea\u52a8\u91c7\u96c6\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u548c\u6d41\u65e5\u5fd7<\/a><\/p>\n\n\n\n

16 AutoLogging-\u91c7\u96c6<\/h3>\n\n\n\n

\u63a5\u4e0b\u6765\u4ece\u65e5\u5fd7\u91c7\u96c6<\/strong>\u548c\u65e5\u5fd7\u5904\u7406<\/strong>\u4e24\u4e2a\u65b9\u9762\u7ed9\u5927\u5bb6\u4ecb\u7ecd\uff0cAutoLogging\u662f\u5982\u4f55\u57fa\u4e8eBPF\/eBPF\u6765\u81ea\u52a8\u91c7\u96c6\u65e5\u5fd7\u7684\u3002<\/p>\n\n\n\n

\u9996\u5148\u6211\u4eec\u6765\u770b\u770b\u91c7\u96c6\u90e8\u5206\uff0c\u91c7\u96c6\u90e8\u9700\u5206\u522b\u4ece\u8c03\u7528\u65e5\u5fd7\u548c\u6d41\u65e5\u5fd7\u4e24\u4e2a\u65b9\u9762\u6765\u770b<\/strong>\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u6d41\u65e5\u5fd7<\/strong><\/p>\n\n\n\n

\u6d41\u65e5\u5fd7\u901a\u8fc7\u524d\u9762\u4ea7\u54c1\u4ecb\u7ecd\u53ef\u77e5\uff0c\u662f\u6839\u636e\u7f51\u7edc\u6d41\u91cf\u6765\u751f\u6210\u7684\u65e5\u5fd7\uff0c\u56e0\u6b64\u91c7\u96c6\u5219\u4e3b\u8981\u96c6\u4e2d\u5728\u7f51\u7edc\u5c42\u9762\uff0c\u76ee\u524d\u53ef\u8986\u76d6\u7269\u7406\u7f51\u7edc\u4e00\u76f4\u5230\u865a\u62df\u7f51\u7edc\uff0c\u53ef\u4ee5\u91c7\u96c6\u5bbf\u4e3b\u673a\u5230\u865a\u62df\u673a\u3001\u4e00\u76f4\u5230\u5bb9\u5668POD\u7684\u7f51\u5361\u7684\u6d41\u91cf\uff0c\u5728\u5b9e\u73b0\u4e0a\u6d41\u65e5\u5fd7\u901a\u8fc7BPF + AF_PACKET\u6280\u672f\u6765\u5b8c\u6210\uff0c\u5176\u4e2dWindows\u7cfb\u7edf\u7684\u91c7\u96c6\u5219\u901a\u8fc7\u4f7f\u7528Winpcap\u6765\u5b8c\u5b9e\u73b0\u7684\u3002<\/p>\n\n\n\n

\u8c03\u7528\u65e5\u5fd7<\/strong><\/p>\n\n\n\n

\u8c03\u7528\u65e5\u5fd7\u7684\u6570\u636e\u5305\u542b\u4e24\u90e8\u5206\u6570\u636e\uff0c\u4e00\u90e8\u5206\u662f\u4ece\u7f51\u7edc\u5e94\u7528\u534f\u8bae\u6765\u7684\uff0c\u8fd8\u6709\u4e00\u90e8\u5206\u662f\u53ef\u89c2\u6d4b\u7684Tracing\u6570\u636e\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u5bf9\u4e8e\u7f51\u7edc\u5e94\u7528\u534f\u8bae\u8fd9\u90e8\u5206\u7684\u6570\u636e\uff0c\u8c03\u7528\u65e5\u5fd7\u65e2\u5305\u542b\u4e86\u7f51\u7edc\u5c42\u9762\u91c7\u96c6\u7684\uff0c\u4e5f\u6269\u5c55\u5230\u4e86Sidecar\u548c\u5e94\u7528\u8fdb\u7a0b\u5c42\u9762\uff0c\u5bf9\u4e8e\u7f51\u7edc\u5c42\u9762\u91c7\u96c6\u7684\u4f4d\u7f6e\u548c\u5b9e\u73b0\u6280\u672f\u4e0e\u6d41\u65e5\u5fd7\u662f\u4e00\u81f4\uff0c\u53ea\u662f\u5904\u7406\u903b\u8f91\u4f1a\u6709\u4e00\u4e9b\u4e0d\u4e00\u6837\uff1b\u800c\u5bf9\u4e8eSidecar\u548c\u5e94\u7528\u8fdb\u7a0b\u5c42\u9762\uff0c\u5219\u662f\u4f7f\u7528eBPF\u6280\u672f\u6765\u5b9e\u73b0\u7684\uff0c\u5176\u4e2d\u5bf9\u4e8e\u975e\u52a0\u5bc6\u548c\u975e\u538b\u7f29\u7684\u534f\u8bae\uff0c\u5219\u901a\u8fc7eBPF\u7684Kprobe\u548cTracepoints\u6765\u5b8c\u6210\uff0c\u800c\u5bf9\u4e8eHTTP2\u3001HTTPS\u5219\u9700\u8981\u4f7f\u7528Uprobe\u6765\u5b8c\u6210\u3002<\/p>\n\n\n\n

\u5bf9\u4e8eOpentelemetry\u7684\u6570\u636e\u63a5\u5165\uff0c\u662f\u901a\u8fc7Otel-Collector\u5c06Traces\u7684\u6570\u636e\u53d1\u9001\u7ed9deepflow-agent\uff0c\u5c31\u5b8c\u6210\u4e86Tracing\u7684\u6570\u636e\u63a5\u5165\u3002\u91c7\u96c6\u7684\u90e8\u5206\u5148\u5206\u4eab\u5230\u8fd9\u91cc\uff0c\u63a5\u4e0b\u6765\u6211\u4eec\u770b\u770b\u91c7\u96c6\u5b8c\u6210\u540e\uff0c\u4f1a\u8fdb\u884c\u4e9b\u4ec0\u4e48\u6837\u7684\u5904\u7406\u3002<\/p>\n\n\n\n

17 AutoLogging-\u5904\u7406<\/h3>\n\n\n\n

\u5bf9\u4e8e\u65e5\u5fd7\u7684\u5904\u7406\uff0c\u5206\u4e3a\u4e09\u4e2a\u90e8\u5206\uff1a\u516c\u5171\u5904\u7406\u90e8\u5206\u3001\u6d41\u65e5\u5fd7\u5904\u7406\u3001\u8c03\u7528\u65e5\u5fd7\u5904\u7406<\/strong>\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u5bf9\u4e8e\u7f51\u7edc\u6d41\u91cf\u7684\u5904\u7406\u53ef\u5206\u4e3a\uff1a\u96a7\u9053\u62c6\u89e3\uff0c\u5176\u4e2d\u5bf9\u4e8e\u96a7\u9053\u62c6\u89e3\uff0c\u57fa\u672c\u4e3b\u6d41\u7684\u96a7\u9053\u534f\u8bae\uff0c\u90fd\u5df2\u7ecf\u652f\u6301\uff0c\u6bd4\u5982Vxlan\uff0cIPIP\uff0cGre\u7b49\u7b49\u3002\u96a7\u9053\u62c6\u89e3\u5b8c\u6210\u540e\uff0c\u5219\u4f1a\u6309\u534f\u8bae\u6808\u7684\u987a\u5e8f\u4f9d\u6b21\u89e3\u6790\u534f\u8bae\uff0c\u4ece\u94fe\u8def\u5c42\u4e00\u76f4\u5230\u4f20\u8f93\u5c42\u3002<\/p>\n\n\n\n

\u63a5\u7740\u9700\u8981\u5bf9\u4e8e\u6d41\u91cf\u8fdb\u884cAutoTagging\u7684\u9884\u5904\u7406\uff0c\u8fd9\u91cc\u4e3b\u8981\u52a0\u4e0a\u552f\u4e00\u7684Tag\uff0c\u65b9\u4fbf\u540e\u9762Server\u6839\u636e\u552f\u4e00Tag\u589e\u52a0\u5168\u91cfTag\u3002\u5230\u8fd9\u6b65\uff0c\u5bf9\u4e8e\u4e0d\u540c\u7684\u65e5\u5fd7\u9700\u8981\u5206\u5f00\u5904\u7406\u4e86\uff0c\u5bf9\u4e8e\u7f51\u7edc\u6d41\u65e5\u5fd7\uff0c\u6b64\u65f6\u53ef\u4ee5\u6839\u636e\u4ea7\u54c1\u5b9a\u4e49\u53bb\u751f\u6210\u6d41\u65e5\u5fd7\u3002<\/p>\n\n\n\n

\u5bf9\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\uff0c\u8fd8\u9700\u8981\u5b8c\u6210\u5e94\u7528\u534f\u8bae\u8bc6\u522b\uff0c\u786e\u5b9a\u5177\u4f53\u534f\u8bae\u540e\uff0c\u518d\u8fdb\u884c\u5e94\u7528\u534f\u8bae\u89e3\u6790\uff0c\u6700\u540e\u624d\u80fd\u6839\u636e\u5b9a\u4e49\u751f\u6210\u8c03\u7528\u65e5\u5fd7\u3002<\/p>\n\n\n\n

\u5bf9\u4e8e\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\uff0c\u9664\u4e86\u521a\u521a\u5206\u4eab\u7684\u8fd9\u4e2a\u5904\u7406\u6d41\u7a0b\uff0c\u8fd8\u6709\u53e6\u5916\u4e00\u6761\u8def\u5f84\uff0c\u4e3b\u8981\u662f\u56e0\u4e3a\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u4e0d\u4ec5\u5305\u542b\u7f51\u7edc\u5e94\u7528\u534f\u8bae\uff0c\u8fd8\u5305\u542bAPM\u5b9a\u4e49\u7684Tracing\u6570\u636e\uff0c\u5bf9\u4e8e\u8fd9\u90e8\u5206\u6570\u636e\uff0c\u53ef\u4ee5\u76f4\u63a5\u63a5\u5165\uff0c\u63a5\u5165\u540e\u76f4\u63a5\u89e3\u6790\u5373\u53ef\u3002<\/p>\n\n\n\n

18 \u5e94\u7528\u8c03\u7528\u65e5\u5fd7-\u534f\u8bae\u6269\u5c55<\/h3>\n\n\n\n

\u597d\uff0c\u5904\u7406\u8fd9\u90e8\u5206\u4e5f\u5230\u8fd9\uff0c\u63a5\u4e0b\u6765\u989d\u5916\u8bf4\u4e0b\u6269\u5c55\u4e00\u4e2a\u5e94\u7528\u534f\u8bae\u3002\u524d\u9762\u4e00\u76f4\u5728\u8bf4\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u652f\u6301\u63a5\u5165\u5404\u79cd\u5404\u6837\u7684\u534f\u8bae\uff0c\u8fd9\u91cc\u5927\u6982\u5206\u4eab\u4e0b\u534f\u8bae\u63a5\u5165\u9700\u8981\u505a\u4e00\u4e9b\u4ec0\u4e48\u4e8b\u60c5<\/strong>\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u7b2c\u4e00\u90e8\u5206\uff1a\u9700\u8981\u89e3\u6790\u534f\u8bae\uff1b<\/p>\n\n\n\n

\u7b2c\u4e8c\u90e8\u5206\uff1a\u534f\u8bae\u89e3\u6790\u5b8c\u6210\u540e\uff0c\u9700\u8981\u5c06\u534f\u8bae\u6620\u5c04\u5230\u8c03\u7528\u65e5\u5fd7\u4e2d\uff1b<\/p>\n\n\n\n

\u7b2c\u4e09\u90e8\u5206\uff1a\u9664\u4e86\u8c03\u7528\u65e5\u5fd7\u5916\uff0cDeepFlow\u8fd8\u63d0\u4f9b\u9884\u805a\u5408\u6570\u636e\u7684\u80fd\u529b\uff0c\u5bf9\u5e94\u7528RED\u6307\u6807\u8fdb\u884c\u8ba1\u7b97\u3002<\/p>\n\n\n\n

\u534f\u8bae\u6269\u5c55\u8981\u505a\u7684\u4e8b\u60c5\u5c31\u662f\u8fd9\u4e9b\uff0c\u76ee\u524dDeepFlow\u5df2\u7ecf\u5f00\u6e90\uff0c\u4e5f\u6b22\u8fce\u5f00\u6e90\u793e\u533a\u7684\u5c0f\u4f19\u4f34\u4eec\u6765\u8d21\u732e\u66f4\u591a\u7684\u534f\u8bae\uff0c\u8ba9\u5e94\u7528\u8c03\u7528\u65e5\u5fd7\u66f4\u4e30\u5bcc\u3002<\/p>\n\n\n\n

\u4eca\u5929\u7684\u5206\u4eab\u4e3b\u8981\u4fa7\u91cd\u5728\u6846\u67b6\u7684\u8bb2\u89e3\uff0c\u5e76\u4e0d\u6d89\u53ca\u592a\u591a\u4ee3\u7801\u7ec6\u8282\uff0c\u5982\u679c\u5927\u5bb6\u5bf9\u5b9e\u73b0\u7ec6\u8282\u611f\u5174\u8da3\u7684\u8bdd\uff0c\u53ef\u4ee5\u76f4\u63a5\u67e5\u770bGitHub\u4e0a\u7684\u4ee3\u7801<\/strong>\uff0c\u4e0b\u65b9\u662fDeepFlow GitHub\u7684\u94fe\u63a5\u3002<\/p>\n\n\n\n

GitHub\u5730\u5740\uff1a🔗https:\/\/github.com\/deepflowys\/deepflow<\/a><\/p>\n\n\n\n

19 \u672a\u6765\u8fed\u4ee3\u7684\u65b9\u5411<\/h3>\n\n\n\n

\u6700\u540e\u603b\u7ed3\u4e00\u4e0b\u672a\u6765DeepFlow\u65e5\u5fd7\u7684\u4e00\u4e2a\u8fed\u4ee3\u65b9\u5411\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u76ee\u524dDeepFlow\u5728Logging\u65b9\u5411\u4e0a\uff0c\u6709AutoLogging\u7684\u80fd\u529b\uff0c\u540e\u9762\u8fd8\u4f1a\u6301\u7eed\u505a\u65e5\u5fd7\u96c6\u6210\uff0c\u4f1a\u63a5\u5165Promtail\u3001Fluentd\u7b49\u7b49\u7684\u6570\u636e\uff0c\u5e76\u5229\u7528AutoTagging\u7684\u80fd\u529b\uff0c\u6ce8\u5165\u5404\u79cd\u6807\u7b7e\uff0c\u66f4\u7b26\u5408\u4e91\u539f\u751f\u7684\u8fd9\u6837\u4e00\u4e2a\u8bbe\u8ba1\u7406\u5ff5\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

DeepFlow\u7684AutoLogging\u7684\u65e5\u5fd7\u6570\u636e\u4e5f\u662f\u5b8c\u5168\u652f\u6301\u63a5\u5165\u5230\u963f\u91cc\u4e91SLS\u7684\uff0c\u6211\u4eec\u9ad8\u5ea6\u81ea\u52a8\u5316\u7684\u53ef\u89c2\u6d4b\u6027\u53ef\u4ee5\u7531DeepFlow\u5e26\u7ed9SLS\u7528\u6237\uff0c\u6211\u4eca\u5929\u5206\u4eab\u7684\u5185\u5bb9\u5c31\u7ed3\u675f\u4e86\uff0c\u53ef\u4ee5\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u8054\u7cfb\u6211\u4eec<\/strong>\uff0c\u8c22\u8c22\u5927\u5bb6\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u6700\u540e\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u5757\u5c5e\u4e8eDeepFlow\u7684\u201c\u7eaf\u51c0\u201d\u7684\u5f00\u6e90\u793e\u533a\uff0c\u6b22\u8fce\u5927\u5bb6\u5173\u6ce8\u65b0\u7684DeepFlow\u516c\u4f17\u53f7\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n]]>\t\t","protected":false},"excerpt":{"rendered":"

\t\t\t\t\t\t<\/p>\n","protected":false},"author":1,"featured_media":2305,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14,9],"tags":[20,45,60,69,71,74,78,94,96,121,124,125,130,135,174,175,181,185],"class_list":["post-25463","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-news","category-9","tag-deepflow","tag-45","tag-60","tag-69","tag-71","tag-74","tag-78","tag-94","tag-96","tag-121","tag-124","tag-125","tag-130","tag-135","tag-174","tag-175","tag-181","tag-185"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/25463","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=25463"}],"version-history":[{"count":0,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/25463\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/2305"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=25463"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=25463"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=25463"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}