{"id":25460,"date":"2022-08-15T13:55:47","date_gmt":"2022-08-15T05:55:47","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=2252"},"modified":"2022-08-15T13:55:47","modified_gmt":"2022-08-15T05:55:47","slug":"%e4%bd%bf%e7%94%a8-opentelemetry-%e9%9b%b6%e4%bb%a3%e7%a0%81%e4%bf%ae%e6%94%b9%e6%8e%a5%e6%94%b6-skywalking-%e8%bf%bd%e8%b8%aa%e6%95%b0%e6%8d%ae","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/25460.html","title":{"rendered":"\u4f7f\u7528 OpenTelemetry \u96f6\u4ee3\u7801\u4fee\u6539\u63a5\u6536 SkyWalking \u8ffd\u8e2a\u6570\u636e"},"content":{"rendered":"\n\t\t\t\t<![CDATA[\n<p>\u7ecf\u8fc7\u534a\u5e74\u7684\u52aa\u529b\uff0c\u6211\u4eec\u5411OpenTelemetry\u793e\u533a\u8d21\u732e\u4e86\u5b8c\u6574\u7684SkyWalking Receiver\u3002\u4ece\u73b0\u5728\u5f00\u59cb\uff0c\u4f7f\u7528SkyWalking\u63a2\u9488\u7684\u6240\u6709\u7528\u6237\u80fd\u591f\u5728\u4e0d\u4fee\u6539\u4efb\u4f55\u4ee3\u7801\u7684\u60c5\u51b5\u4e0b\uff0c\u4e1d\u6ed1\u7684\u4f7f\u7528OpenTelemetry\u517c\u5bb9\u7684\u6240\u6709\u53ef\u89c2\u6d4b\u6027\u540e\u7aef\u5e73\u53f0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4ec0\u4e48\u662f\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/h3>\n\n\n\n<p>2010\u5e74\uff0cGoogle\u7684\u4e00\u7bc7Dapper\u8bba\u6587[1]\u5f00\u542f\u4e86\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7684\u5e8f\u7ae0\u3002CNCF\u7684 OpenTracing\u4f5c\u4e3a\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7684\u6807\u51c6\u534f\u8bae\uff0c\u5b9a\u4e49\u4e86\u4e00\u5957\u5382\u5546\u65e0\u5173\u3001\u8bed\u8a00\u65e0\u5173\u7684\u89c4\u8303\uff0c\u4e5f\u6709Jaeger \u3001Zipkin\u7b49\u9879\u76ee\u7684\u5b9e\u73b0\u548c\u652f\u6301\u3002<\/p>\n\n\n\n<p>\u968f\u540eGoogle\u548c\u5fae\u8f6f\u63d0\u51fa\u4e86 OpenCensus\u9879\u76ee\uff0c\u5728\u5b9a\u4e49\u5206\u5e03\u5f0f\u8ffd\u8e2a\u534f\u8bae\u7684\u57fa\u7840\u4e0a\uff0c\u4e5f\u89c4\u8303\u4e86\u5e94\u7528\u6027\u80fd\u6307\u6807\uff0c\u5e76\u5b9e\u73b0\u4e86\u4e00\u5957\u6807\u51c6\u7684API \uff0c\u4e3a\u53ef\u89c2\u6d4b\u6027\u80fd\u529b\u7edf\u4e00\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u7ecf\u8fc7\u5bf9\u5df2\u6709\u7684\u6807\u51c6\u534f\u8bae\u4e0d\u505c\u7684\u6253\u78e8\u548c\u6f14\u53d8\uff0cCNCF\u63d0\u51fa\u4e86OpenTelemetry\uff0c\u5b83\u7ed3\u5408\u4e86OpenTracing\u4e0eOpenCensus\u4e24\u4e2a\u9879\u76ee\uff0c\u6210\u4e3a\u4e86\u4e00\u4e2a\u5382\u5546\u65e0\u5173\u3001\u5e73\u53f0\u65e0\u5173\u7684\u652f\u6491\u53ef\u89c2\u6d4b\u6027\u4e09\u5927\u652f\u67f1\u7684\u6807\u51c6\u534f\u8bae\u548c\u5f00\u6e90\u5b9e\u73b0\u3002<\/p>\n\n\n\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u57fa\u4e8eDapper\u8bba\u6587\u7684\u601d\u60f3\uff0c\u56fd\u5185\u4e5f\u6709SkyWalking\u5f00\u6e90\u9879\u76ee\u5b9e\u73b0\u4e86\u5206\u5e03\u5f0f\u8ffd\u8e2a\uff0c\u7531\u4e8e\u63a2\u9488\u7684\u65e0\u4fb5\u5165\u6027\uff0cSkyWalking\u83b7\u5f97\u4e86\u5927\u91cf\u7684\u7528\u6237\uff0c\u5e76\u4e14\u6709\u8d8a\u6765\u8d8a\u591a\u7684\u8d21\u732e\u8005\u63a8\u52a8\u7740\u5b83\u7684\u9ad8\u901f\u8fed\u4ee3\u3002<\/p>\n\n\n\n<p>\u4ee5Dapper\u7684\u5b9a\u4e49\u4f5c\u4e3a\u57fa\u51c6\uff0c\u4e00\u4e2a\u6807\u51c6\u7684\u5206\u5e03\u5f0fTrace\u793a\u4f8b\u5982\u4e0b\u56fe\u6240\u793a\u3002\u4e00\u4e2a Trace\u662f\u7531Span\u6784\u6210\u7684\u6709\u5411\u65e0\u73af\u56fe\uff08DAG\uff09\uff0cSpan\u662f\u4e00\u4e2a\u6700\u5c0f\u7c92\u5ea6\u7684\u8c03\u7528\uff0c\u65e2\u53ef\u4ee5\u6307\u4ee3\u4e00\u4e2a\u7a0b\u5e8f\u5757\u6267\u884c\uff0c\u4e5f\u53ef\u4ee5\u6307\u4ee3\u4e00\u6b21HTTP\u7b49\u5e94\u7528\u534f\u8bae\u7684\u8fdc\u7a0b\u8c03\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-qvj2lq49k0\/9be3875998c349e3ac73372ce2435f8c~noop.image?_iz=58558&amp;from=article.pc_detail&amp;x-expires=1661147249&amp;x-signature=OW1a9o%2FcW3muCsLnT9N%2BKoQMJpk%3D\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u534f\u8bae\u5bf9\u6bd4<\/h3>\n\n\n\n<p>\u76ee\u524d\u5728\u505a\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7684\u5f00\u6e90\u9879\u76ee\u5f88\u591a\uff0c\u63a5\u4e0b\u6765\u6311\u9009\u51e0\u4e2a\u793e\u533a\u6d3b\u8dc3\u5ea6\u9ad8\uff0c\u4e14\u751f\u4ea7\u73af\u5883\u4f7f\u7528\u591a\u7684\u9879\u76ee\u5bf9\u6bd4\u4e00\u4e0b\u4f20\u8f93\u534f\u8bae\u7684\u5dee\u5f02\uff0c\u5927\u81f4\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-qvj2lq49k0\/f24acde38df94f9f86a5a634026d7589~noop.image?_iz=58558&amp;from=article.pc_detail&amp;x-expires=1661147249&amp;x-signature=8ZCxE6nO8JYrOvQI6L1kiCXiK7A%3D\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u4ee3\u7801\u89e3\u8bfb<\/h3>\n\n\n\n<p>\u4e3a\u4e86\u80fd\u517c\u5bb9\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ffd\u8e2a\u5b9e\u73b0\uff0cOpenTelemetry\u63d0\u4f9b\u4e86\u7ec4\u4ef6\u690d\u5165\u7684\u65b9\u5f0f\u8ba9\u4e0d\u540c\u7684\u5382\u5546\u80fd\u591f\u7ecf\u7531OpenTelemetry\u6807\u51c6\u5316\u6570\u636e\u5904\u7406\u540e\u8f93\u51fa\u5230\u4e0d\u540c\u7684\u540e\u7aef\u3002Jaeger\u4e0eZipkin\u5728\u793e\u533a\u4e2d\u5b9e\u73b0\u4e86JaegerReceiver\u3001ZipkinReceiver\u3002\u6211\u4eec\u4e5f\u4e3a\u793e\u533a\u8d21\u732e\u4e86SkyWalkingReceiver\uff0c\u5e76\u8fdb\u884c\u4e86\u6301\u7eed\u7684\u6253\u78e8\uff0c\u73b0\u5728\u5df2\u7ecf\u5177\u5907\u4e86\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u4f7f\u7528\u7684\u6761\u4ef6\uff0c\u800c\u4e14\u65e0\u9700\u4fee\u6539\u4efb\u4f55\u4e00\u884c\u4e1a\u52a1\u4ee3\u7801\u3002<\/p>\n\n\n\n<p>OpenTelemetry\u4e0eSkyWalking\u6709\u4e00\u4e9b\u5171\u540c\u70b9\uff1a\u90fd\u662f\u4f7f\u7528Trace\u6765\u5b9a\u4e49\u4e00\u6b21\u8ffd\u8e2a\uff0c\u5e76\u4f7f\u7528Span\u6765\u6807\u8bb0\u8ffd\u8e2a\u91cc\u7684\u6700\u5c0f\u7c92\u5ea6\u3002\u4f46\u662f\u5728\u4e00\u4e9b\u7ec6\u8282\u548c\u5b9e\u73b0\u4e0a\u8fd8\u662f\u4f1a\u6709\u5dee\u522b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-qvj2lq49k0\/a631120f18814d88b9eba2a0f6aa4a0b~noop.image?_iz=58558&amp;from=article.pc_detail&amp;x-expires=1661147249&amp;x-signature=qgPSWQkbOgO9F0C23E29ftCksT0%3D\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u660e\u786e\u4e86\u8fd9\u4e9b\u5dee\u5f02\u540e\uff0c\u5c31\u53ef\u4ee5\u5f00\u59cb\u5b9e\u73b0\u5c06SkyWalking Trace[2]\u8f6c\u6362\u4e3a OpenTelemetry Trace[3]\u3002\u4e3b\u8981\u5de5\u4f5c\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5982\u4f55\u6784\u9020OpenTelemetry\u7684TraceId\u548cSpanId<\/li><li>\u5982\u4f55\u6784\u9020OpenTelemetry\u7684ParentSpanId<\/li><li>\u5982\u4f55\u5728OpenTelemetry Span\u4e2d\u4fdd\u7559SkyWalking\u7684\u539f\u59cbTraceId\u3001SegmentId\u3001SpanId<\/li><\/ul>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color\">\u4ee3\u7801\u5b9e\u73b0\u89c1GitHub[4][5] \uff1a<a href=\"https:\/\/github.com\/open-telemetry\/opentelemetry-collector-contrib\/blob\/main\/receiver\/skywalkingreceiver\/skywalkingproto_to_traces.go#L54\" rel=\"noreferrer noopener\" target=\"_blank\">opentelemetry-collector-contrib\/skywalkingproto_to_traces.go at main \u00b7 open-telemetry\/opentelemetry-collector-contrib \u00b7 GitHub<\/a><br \/><\/p>\n\n\n\n<p><strong>\u9996\u5148\u6211\u4eec\u6765\u770b\u5982\u4f55\u6784\u9020OpenTelemetry\u7684TraceId\u548cSpanId<\/strong>\u3002SkyWalking\u548c OpenTelemetry\u90fd\u662f\u901a\u8fc7TraceId\u4e32\u8054\u8d77\u5404\u4e2a\u5206\u5e03\u5f0f\u670d\u52a1\u8c03\u7528\uff0c\u5e76\u901a\u8fc7SpanId \u6765\u6807\u8bb0\u6bcf\u4e00\u4e2aSpan \uff0c\u4f46\u662f\u5b9e\u73b0\u89c4\u683c\u6709\u8f83\u5927\u5dee\u5f02\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-qvj2lq49k0\/a56875f3ab4e47a682d13beda23b088b~noop.image?_iz=58558&amp;from=article.pc_detail&amp;x-expires=1661147249&amp;x-signature=uOrR8KRoAq2RjbLk88a%2FYcQmKCQ%3D\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5177\u4f53\u6765\u8bb2\uff0cSkyWalking TraceId\u548cSegmentId\u6240\u6709\u53ef\u80fd\u7684\u683c\u5f0f\u5982\u4e0b[6]\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p6-sign.toutiaoimg.com\/tos-cn-i-qvj2lq49k0\/8274eb7b079b4fd4a1faf18a694ee352~noop.image?_iz=58558&amp;from=article.pc_detail&amp;x-expires=1661147249&amp;x-signature=GFqXGibrw56CSAGMWvPHZzv0rHE%3D\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5176\u4e2d\uff0c\u5728OpenTelemetry\u534f\u8bae\u91cc\uff0cSpan\u5728\u6240\u6709Trace\u4e2d\u90fd\u662f\u552f\u4e00\u7684\uff0c\u800c\u5728 SkyWalking\u4e2d\uff0cSpan\u4ec5\u5728\u6bcf\u4e2aSegment\u91cc\u662f\u552f\u4e00\u7684\uff0c\u8fd9\u8bf4\u660e\u8981\u901a\u8fc7 SegmentId\u4e0eSpanId \u7ed3\u5408\u624d\u80fd\u5728SkyWalking\u4e2d\u5bf9Span\u505a\u552f\u4e00\u6807\u8bc6\uff0c\u5e76\u8f6c\u6362\u4e3aOpenTelemetry\u7684SpanId\u3002<\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color\">\u4ee3\u7801\u5b9e\u73b0\u89c1GitHub[7] \uff1a<a href=\"https:\/\/github.com\/open-telemetry\/opentelemetry-collector-contrib\/blob\/main\/receiver\/skywalkingreceiver\/skywalkingproto_to_traces.go#L272\" rel=\"noreferrer noopener\" target=\"_blank\">\u300c\u94fe\u63a5\u300d<\/a><br \/><\/p>\n\n\n\n<p><strong>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u6765\u770b\u5982\u4f55\u6784\u9020OpenTelemetry\u7684ParentSpanId<\/strong>\u3002\u5728\u4e00\u4e2a Segment\u5185\u90e8\uff0cSkyWalking\u7684ParentSpanId\u5b57\u6bb5\u53ef\u76f4\u63a5\u7528\u4e8e\u6784\u9020 OpenTelemetry\u7684ParentSpanId\u5b57\u6bb5\u3002\u4f46\u5f53\u4e00\u4e2aTrace\u8de8\u591a\u4e2aSegment\u65f6\uff0cSkyWalking\u662f\u901a\u8fc7Reference\u4e2d\u7684ParentTraceSegmentId\u548cParentSpanId \u8868\u793a\u7684\u5173\u8054\u4fe1\u606f\uff0c\u4e8e\u662f\u6b64\u65f6\u9700\u8981\u901a\u8fc7Reference\u4e2d\u7684\u4fe1\u606f\u6784\u5efa OpenTelemetry\u7684ParentSpanId\u3002<\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color\">\u4ee3\u7801\u5b9e\u73b0\u89c1GitHub\uff1a<a href=\"https:\/\/github.com\/open-telemetry\/opentelemetry-collector-contrib\/blob\/main\/receiver\/skywalkingreceiver\/skywalkingproto_to_traces.go#L173\" rel=\"noreferrer noopener\" target=\"_blank\">opentelemetry-collector-contrib\/skywalkingproto_to_traces.go at main \u00b7 open-telemetry\/opentelemetry-collector-contrib \u00b7 GitHub<\/a><br \/><\/p>\n\n\n\n<p><strong>\u6700\u540e\uff0c\u6211\u4eec\u6765\u770b\u5982\u4f55\u5728OpenTelemetry Span\u4e2d\u4fdd\u7559SkyWalking\u7684\u539f\u59cb TraceId\u3001SegmentId\u3001SpanId<\/strong>\u3002\u6211\u4eec\u643a\u5e26\u8fd9\u4e9b\u539f\u59cb\u4fe1\u606f\u662f\u4e3a\u4e86\u80fd\u5c06\u5206\u5e03\u5f0f\u8ffd\u8e2a\u540e\u7aef\u5c55\u73b0\u7684OpenTelemetry TraceId\u3001SpanId\u4e0e\u5e94\u7528\u7a0b\u5e8f\u65e5\u5fd7\u4e2d\u7684 SkyWalking TraceId\u3001SegmentId\u3001SpanId\u8fdb\u884c\u5173\u8054\uff0c\u6253\u901a\u8ffd\u8e2a\u548c\u65e5\u5fd7\u3002\u6211\u4eec\u9009\u62e9\u5c06SkyWalking\u4e2d\u539f\u6709\u7684TraceId\u3001SegmentId\u3001ParentSegmentId\u643a\u5e26\u5230OpenTelemetry Attributes\u4e2d\u3002<\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color\">\u4ee3\u7801\u5b9e\u73b0\u89c1GitHub[8]\uff1a<a href=\"https:\/\/github.com\/open-telemetry\/opentelemetry-collector-contrib\/blob\/main\/receiver\/skywalkingreceiver\/skywalkingproto_to_traces.go#L201\" rel=\"noreferrer noopener\" target=\"_blank\">opentelemetry-collector-contrib\/skywalkingproto_to_traces.go at main \u00b7 open-telemetry\/opentelemetry-collector-contrib \u00b7 GitHub<\/a><br \/><\/p>\n\n\n\n<p>\u7ecf\u8fc7\u4e0a\u8ff0\u4e00\u7cfb\u5217\u8f6c\u6362\u540e\uff0c\u6211\u4eec\u5c06SkyWalking Segment Object\u5b8c\u6574\u7684\u8f6c\u6362\u4e3a\u4e86OpenTelmetry Trace\uff0c\u603b\u7ed3\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-qvj2lq49k0\/a241d218be8840c9822b749fe84482cf~noop.image?_iz=58558&amp;from=article.pc_detail&amp;x-expires=1661147249&amp;x-signature=CCTkv8Wq%2B3%2FBlVrZOZRoNahP%2B0M%3D\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u90e8\u7f72 Demo<\/h3>\n\n\n\n<p>\u4e0b\u9762\u6211\u4eec\u4ee5\u4e00\u4e2aDemo\u6765\u5c55\u793a\u4f7f\u7528OpenTelemetry\u6536\u96c6\u3001\u5c55\u793aSkyWalking\u8ffd\u8e2a\u6570\u636e\u7684\u5b8c\u6574\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<p>\u9996\u5148\uff0c\u5728\u90e8\u7f72OpenTelemetry Agent\u4e4b\u540e\uff0c\u5f00\u542f\u5982\u4e0b\u914d\u7f6e\uff0c\u5373\u53ef\u5728 OpenTelemetry\u4e2d\u62e5\u6709\u517c\u5bb9SkyWalking\u534f\u8bae\u7684\u80fd\u529b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\n# otel-agent config\nreceivers:\n  # add the following config\n  skywalking:\n    protocols:\n      grpc:\n        endpoint: 0.0.0.0:11800 # \u63a5\u6536 SkyWalking Agent \u4e0a\u62a5\u7684 Trace \u6570\u636e\n      http:\n        endpoint: 0.0.0.0:12800 # \u63a5\u6536\u4ece\u524d\u7aef\/ nginx \u7b49 HTTP \u534f\u8bae\u4e0a\u62a5\u7684 Trace \u6570\u636e\nservice:\n  pipelines:\n    traces:\n      # add receiver `skywalking`\n      receivers: [skywalking]\n\n# otel-agent service yaml\nspec:\n  ports:\n    - name: sw-http\n      port: 12800\n      protocol: TCP\n      targetPort: 12800\n    - name: sw-grpc\n      port: 11800\n      protocol: TCP\n      targetPort: 11800<\/code><\/pre>\n\n\n\n<p>\u63a5\u4e0b\u6765\u9700\u8981\u5c06\u4e1a\u52a1\u5e94\u7528\u5bf9\u63a5\u7684SkyWalking OAP Service\uff08\u5982\uff1aoap:11800\uff09\u4fee\u6539\u4e3aOpenTelemetry Agent Service\uff08\u5982\uff1aotel-agent:11800\uff09\uff0c\u5c31\u53ef\u4ee5\u5f00\u59cb\u4f7f\u7528OpenTelemetry\u63a5\u6536SkyWalking\u63a2\u9488\u7684\u8ffd\u8e2a\u6570\u636e\u4e86\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u4ee5SkyWalking-showcase Demo\u4e3a\u4f8b\u5c55\u793a\u6574\u4e2a\u6548\u679c\u3002\u5b83\u4f7f\u7528 SkyWalking Agent\u505a\u8ffd\u8e2a\uff0c\u901a\u8fc7OpenTelemetry\u6807\u51c6\u5316\u5904\u7406\u540e\u4f7f\u7528Jaeger\u6765\u5448\u73b0\u6700\u7ec8\u6548\u679c\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-qvj2lq49k0\/109882bd06fa48f8a41fdf9e42d338be~noop.image?_iz=58558&amp;from=article.pc_detail&amp;x-expires=1661147249&amp;x-signature=TGK%2B3LHss6dslZ3uW4h9BfXKU3I%3D\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u901a\u8fc7SkyWalking Showcase\u7684\u67b6\u6784\u56fe\uff0c\u53ef\u77e5SkyWalking\u7684\u6570\u636e\u7ecf\u8fc7 OpenTelemetry\u6807\u51c6\u5316\u540e\uff0c\u4f9d\u7136\u5b8c\u6574\u3002\u5728\u8fd9\u4e2aTrace\u91cc\uff0c\u8bf7\u6c42\u4ece app\/homepage\u53d1\u8d77\uff0c\u4e4b\u540e\u5728app\u540c\u65f6\u53d1\u8d77\u4e24\u4e2a\u8bf7\u6c42\/rcmd\/\u4e0e\/songs\/top \uff0c\u5206\u53d1\u5230recommandation\/songs\u4e24\u4e2a\u670d\u52a1\u4e2d\uff0c\u5e76\u6700\u7ec8\u5230\u8fbe\u6570\u636e\u5e93\u8fdb\u884c\u67e5\u8be2\uff0c\u4ece\u800c\u5b8c\u6210\u6574\u4e2a\u8bf7\u6c42\u94fe\u8def\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-qvj2lq49k0\/805daa8bc3cb41019fe41b2a7818a3f6~noop.image?_iz=58558&amp;from=article.pc_detail&amp;x-expires=1661147249&amp;x-signature=LTcWMOgRrt4ItbsarTGQ6Q5F91w%3D\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u53e6\u5916\uff0c\u6211\u4eec\u4e5f\u53ef\u4eceJaeger\u9875\u9762\u4e2d\u67e5\u770b\u5230\u539f\u59cbSkyWalking Id\u4fe1\u606f\uff0c\u4fbf\u4e8e\u4e0e\u5e94\u7528\u65e5\u5fd7\u5173\u8054\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-qvj2lq49k0\/cb854982fcce4a3f916ba6f7013543a5~noop.image?_iz=58558&amp;from=article.pc_detail&amp;x-expires=1661147249&amp;x-signature=FfYzNacfXrLExL663NhJOCl70fY%3D\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f5c\u8005\u7b80\u4ecb<\/h3>\n\n\n\n<p><strong>\u8c2d\u5efa<\/strong><\/p>\n\n\n\n<p>DaoCloud\u53ef\u89c2\u6d4b\u6027\u6280\u672f\u4e13\u5bb6<\/p>\n\n\n\n<p>GitHub\uff1a@JaredTan95<\/p>\n\n\n\n<p>DaoCloud \u9053\u5ba2\u662f\u4e91\u539f\u751f\u9886\u57df\u7684\u521b\u65b0\u9886\u5bfc\u8005\uff0c\u6210\u7acb\u4e8e 2014 \u5e74\u5e95\uff0c\u62e5\u6709\u81ea\u4e3b\u77e5\u8bc6\u4ea7\u6743\u7684\u6838\u5fc3\u6280\u672f\uff0c\u81f4\u529b\u4e8e\u6253\u9020\u5f00\u653e\u7684\u4e91\u64cd\u4f5c\u7cfb\u7edf\u4e3a\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u8d4b\u80fd\u3002\u4ea7\u54c1\u80fd\u529b\u8986\u76d6\u4e91\u539f\u751f\u5e94\u7528\u7684\u5f00\u53d1\u3001\u4ea4\u4ed8\u3001\u8fd0\u7ef4\u5168\u751f\u547d\u5468\u671f\uff0c\u5e76\u63d0\u4f9b\u516c\u6709\u4e91\u3001\u79c1\u6709\u4e91\u548c\u6df7\u5408\u4e91\u7b49\u591a\u79cd\u4ea4\u4ed8\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p><strong>\u6797\u5609\u709c<\/strong><\/p>\n\n\n\n<p>\u4e91\u6749\u7f51\u7edcDeepFlow\u5de5\u7a0b\u5e08<\/p>\n\n\n\n<p>GitHub\uff1a@taloric<\/p>\n\n\n\n<p>\u4e91\u6749\u7f51\u7edc\u6210\u7acb\u4e8e 2011 \u5e74\uff0c\u516c\u53f8\u79c9\u627f\u201c\u6280\u672f\u521b\u9020\u4ef7\u503c\u201d\u7684\u4f7f\u547d\uff0c\u4e3a\u8fd0\u8425\u5546\u548c\u5927\u578b\u4f01\u4e1a\u63d0\u4f9b\u9886\u5148\u7684\u4e91\u7f51\u7edc\u548c\u4e91\u76d1\u63a7\u89e3\u51b3\u65b9\u6848\uff0c\u6ee1\u8db3\u4e91\u65f6\u4ee3 IT \u7cfb\u7edf\u4e0d\u65ad\u589e\u957f\u7684\u81ea\u52a8\u5316\u548c\u53ef\u89c2\u6d4b\u6027\u9700\u6c42\u3002DeepFlow\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u9ad8\u5ea6\u81ea\u52a8\u5316\u7684\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f15\u7528<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>[1] Dapper \u8bba\u6587 https:\/\/bigbully.github.io\/Dapper-translation\/<\/li><li>[2] SkyWalking \u534f\u8bae https:\/\/skywalking.apache.org\/docs\/main\/latest\/en\/protocols\/trace-data-protocol-v3\/<\/li><li>[3] OpenTelemetry \u534f\u8bae https:\/\/opentelemetry.io\/docs\/reference\/specification\/overview\/<\/li><li>[4] https:\/\/github.com\/open-telemetry\/opentelemetry-collector-contrib\/pull\/8107<\/li><li>[5] https:\/\/github.com\/open-telemetry\/opentelemetry-collector-contrib\/pull\/8549<\/li><li>[6] SkyWalking JavaAgent https:\/\/github.com\/apache\/skywalking-java<\/li><li>[7] https:\/\/github.com\/open-telemetry\/opentelemetry-collector-contrib\/pull\/11562<\/li><li>[8] https:\/\/github.com\/open-telemetry\/opentelemetry-collector-contrib\/pull\/12651<\/li><\/ul>\n\n\n\n<p><strong>\u52a0\u5165DeepFlow\u5f00\u6e90\u793e\u533a<\/strong><\/p>\n\n\n\n<p>\u4f53\u9a8c\u9ad8\u5ea6\u81ea\u52a8\u5316\u7684\u53ef\u89c2\u6d4b\u6027\u65b0\u65f6\u4ee3<\/p>\n\n\n\n<p><strong>\u5b98\u7f51\u94fe\u63a5<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/deepflow.yunshan.net\">https:\/\/deepflow.yunshan.net<\/a><\/p>\n\n\n\n<p><strong>GitHub\u5730\u5740<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/deepflowys\/deepflow\">https:\/\/github.com\/deepflowys\/deepflow<\/a><\/p>\n\n\n\n<p><strong>\u8bbf\u95eeDeepFlow Demo<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/deepflow.yunshan.net\/docs\/zh\/install\/overview\/\">https:\/\/deepflow.yunshan.net\/docs\/zh\/install\/overview\/<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-qvj2lq49k0\/2e217df399ad47819f1106fded1b602a~noop.image?_iz=58558&amp;from=article.pc_detail&amp;x-expires=1661147249&amp;x-signature=U2Nf9M%2FNmrDF%2BUQlXz41GgQePwQ%3D\" alt=\"\"\/><\/figure>\n]]>\t\t","protected":false},"excerpt":{"rendered":"<p>\t\t\t\t<![CDATA[\u7ecf\u8fc7\u534a\u5e74\u7684\u52aa\u529b\uff0c\u6211\u4eec\u5411OpenTelemetry\u793e\u533a\u8d21\u732e\u4e86\u5b8c\u6574\u7684SkyWalking Receiver\u3002\u4ece\u73b0\u5728\u5f00\u59cb\uff0c\u4f7f\u7528SkyWalking\u63a2\u9488\u7684\u6240\u6709\u7528\u6237\u80fd\u591f\u5728\u4e0d\u4fee\u6539\u4efb\u4f55\u4ee3\u7801\u7684\u60c5\u51b5\u4e0b\uff0c\u4e1d\u6ed1\u7684\u4f7f\u7528OpenTelemetry\u517c\u5bb9\u7684\u6240\u6709\u53ef\u89c2\u6d4b\u6027\u540e\u7aef\u5e73\u53f0\u3002]]>\t\t<\/p>\n","protected":false},"author":1,"featured_media":2297,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[20,45,60,69,71,74,78,94,96,121,124,125,130,135,174,175,181,185],"class_list":["post-25460","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-news","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\/25460","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=25460"}],"version-history":[{"count":0,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/25460\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/2297"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=25460"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=25460"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=25460"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}