{"id":35799,"date":"2025-03-26T13:39:17","date_gmt":"2025-03-26T05:39:17","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35799"},"modified":"2025-03-26T13:39:17","modified_gmt":"2025-03-26T05:39:17","slug":"%e5%a6%82%e4%bd%95%e9%85%8d%e7%bd%aeskywalking%e4%bb%a5%e5%ae%9e%e7%8e%b0%e6%97%a5%e5%bf%97%e6%94%b6%e9%9b%86%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35799.html","title":{"rendered":"\u5982\u4f55\u914d\u7f6eSkyWalking\u4ee5\u5b9e\u73b0\u65e5\u5fd7\u6536\u96c6\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/fnONdW.jpg\" alt=\"\u5982\u4f55\u914d\u7f6eSkyWalking\u4ee5\u5b9e\u73b0\u65e5\u5fd7\u6536\u96c6\uff1f\" ><\/p>\n<\/p>\n<p>\u5728\u5206\u5e03\u5f0f\u67b6\u6784\u4e0e\u5fae\u670d\u52a1\u76db\u884c\u7684\u6280\u672f\u6d6a\u6f6e\u4e2d\uff0c\u7cfb\u7edf\u53ef\u89c2\u6d4b\u6027\u5df2\u6210\u4e3a\u4fdd\u969c\u4e1a\u52a1\u7a33\u5b9a\u6027\u7684\u751f\u547d\u7ebf\u3002\u4e00\u4e2a\u8bf7\u6c42\u94fe\u8def\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\uff0c\u4f20\u7edf\u7684\u65e5\u5fd7\u6392\u67e5\u5982\u540c\u5927\u6d77\u635e\u9488\uff0c\u800c<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a><\/strong>\u4f5c\u4e3a\u5f00\u6e90\u7684APM\uff08\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff09\u5de5\u5177\uff0c\u901a\u8fc7<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u94fe\u8def\u8ffd\u8e2a<\/a><\/strong>\u4e0e<strong>\u65e5\u5fd7\u5173\u8054\u5206\u6790<\/strong>\u6784\u5efa\u4e86\u7acb\u4f53\u5316\u76d1\u63a7\u4f53\u7cfb\u3002\u672c\u6587\u5c06\u6df1\u5165\u89e3\u6790\u5982\u4f55\u901a\u8fc7\u4e09\u4e2a\u5173\u952e\u6b65\u9aa4\u5b8c\u6210<strong><em><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\u65e5\u5fd7\u6536\u96c6\u914d\u7f6e<\/em><\/strong>\uff0c\u5b9e\u73b0\u4e1a\u52a1\u65e5\u5fd7\u4e0e\u8c03\u7528\u94fe\u7684\u667a\u80fd\u6620\u5c04\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u7406\u89e3skywalking\u65e5\u5fd7\u6536\u96c6\u7684\u6838\u5fc3\u539f\u7406\">\u4e00\u3001\u7406\u89e3SkyWalking\u65e5\u5fd7\u6536\u96c6\u7684\u6838\u5fc3\u539f\u7406<\/h3>\n<p>\u5728\u914d\u7f6e\u4e4b\u524d\uff0c\u9700\u660e\u786e\u65e5\u5fd7\u6536\u96c6\u5728SkyWalking\u4f53\u7cfb\u4e2d\u7684\u5b9a\u4f4d\u3002\u5176\u6838\u5fc3\u903b\u8f91\u5305\u542b\u4e09\u4e2a\u7ef4\u5ea6\uff1a<\/p>\n<ol>\n<li><strong>\u65e5\u5fd7\u4e0a\u4e0b\u6587\u6ce8\u5165<\/strong>\uff1a\u901a\u8fc7Trace ID\u5c06\u4e1a\u52a1\u65e5\u5fd7\u4e0e\u8c03\u7528\u94fe\u8def\u7ed1\u5b9a\n<\/li>\n<li><strong>\u4f20\u8f93\u901a\u9053\u6784\u5efa<\/strong>\uff1a\u4f7f\u7528gRPC\u6216Kafka\u5b9e\u73b0\u65e5\u5fd7\u6570\u636e\u7684\u4e0a\u62a5\n<\/li>\n<li><strong>\u5b58\u50a8\u4e0e\u53ef\u89c6\u5316<\/strong>\uff1a\u57fa\u4e8eElasticsearch\u6216H2\u8fdb\u884c\u6301\u4e45\u5316\u5b58\u50a8\n<\/li>\n<\/ol>\n<p>\u4e0d\u540c\u4e8e\u5355\u7eaf\u65e5\u5fd7\u91c7\u96c6\u5de5\u5177\uff0cSkyWalking\u901a\u8fc7<strong><em><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u65e5\u5fd7\u534f\u8bae\u89c4\u8303<\/em><\/strong>\uff0c\u786e\u4fdd\u65e5\u5fd7\u5728\u65f6\u95f4\u6233\u3001\u670d\u52a1\u540d\u7b49\u7ef4\u5ea6\u4e0e\u76d1\u63a7\u6307\u6807\u5bf9\u9f50\u3002\u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5f97\u5f00\u53d1\u8005\u5728\u6392\u67e5\u5f02\u5e38\u65f6\uff0c\u80fd\u901a\u8fc7\u4e00\u6b21\u70b9\u51fb\u76f4\u63a5\u8df3\u8f6c\u81f3\u5173\u8054\u65e5\u5fd7\uff0c\u6781\u5927\u63d0\u5347\u6545\u969c\u5b9a\u4f4d\u6548\u7387\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u73af\u5883\u51c6\u5907\u4e0e\u7ec4\u4ef6\u90e8\u7f72\">\u4e8c\u3001\u73af\u5883\u51c6\u5907\u4e0e\u7ec4\u4ef6\u90e8\u7f72<\/h3>\n<h4 id=\"2-1-\u57fa\u7840\u73af\u5883\u8981\u6c42\">2.1 \u57fa\u7840\u73af\u5883\u8981\u6c42<\/h4>\n<ul>\n<li>JDK 8+ \u6216 JDK 11\uff08\u63a8\u8350OpenJDK\uff09\n<\/li>\n<li>SkyWalking 9.7.0+\uff08<a href=\"https:\/\/skywalking.apache.org\/downloads\/\" target=\"_blank\">\u5b98\u7f51\u4e0b\u8f7d<\/a>\uff09\n<\/li>\n<li>\u5b58\u50a8\u4ecb\u8d28\uff1aElasticsearch 7.0+ \u6216 H2\uff08\u6d4b\u8bd5\u73af\u5883\uff09\n<\/li>\n<li>\u65e5\u5fd7\u6536\u96c6\u5668\uff1aFilebeat\/Fluentd\uff08\u53ef\u9009\uff09\n<\/li>\n<\/ul>\n<h4 id=\"2-2-\u5b89\u88c5skywalking\u540e\u7aef\">2.2 \u5b89\u88c5SkyWalking\u540e\u7aef<\/h4>\n<p>\u89e3\u538b\u5b89\u88c5\u5305\u540e\uff0c\u91cd\u70b9\u4fee\u6539<code>config\/application.yml<\/code>\uff1a<\/p>\n<pre><code class=\"language-yaml\">storage:  \r\nselector: ${SW_STORAGE:elasticsearch}  \r\nelasticsearch:  \r\nnameSpace: ${SW_NAMESPACE:&quot;&quot;}  \r\nclusterNodes: ${SW_STORAGE_ES_CLUSTER_NODES:localhost:9200}  \r\nprotocol: ${SW_STORAGE_ES_HTTP_PROTOCOL:&quot;http&quot;}  \r\n<\/code><\/pre>\n<p>\u542f\u52a8\u547d\u4ee4\u5efa\u8bae\u542f\u7528gRPC\u65e5\u5fd7\u63a5\u6536\uff1a<\/p>\n<pre><code class=\"language-bash\">\/bin\/startup.sh --receiver-sharing-server-port=11800 --receiver-otel=11800  \r\n<\/code><\/pre>\n<h4 id=\"2-3-\u914d\u7f6e\u65e5\u5fd7\u91c7\u96c6\u5668-\u4ee5filebeat\u4e3a\u4f8b\">2.3 \u914d\u7f6e\u65e5\u5fd7\u91c7\u96c6\u5668\uff08\u4ee5Filebeat\u4e3a\u4f8b\uff09<\/h4>\n<p>\u521b\u5efafilebeat.yml\u914d\u7f6e\u6587\u4ef6\uff1a<\/p>\n<pre><code class=\"language-yaml\">filebeat.inputs:  \r\n- type: log  \r\npaths:  \r\n- \/var\/log\/your-app\/*.log  \r\nprocessors:  \r\n- decode_json_fields:  \r\nfields: [&quot;message&quot;]  \r\nprocessors:  \r\n- add_locale: ~  \r\noutput.elasticsearch:  \r\nhosts: [&quot;localhost:9200&quot;]  \r\nindices:  \r\n- index: &quot;skywalking-logs-%{+yyyy.MM.dd}&quot;  \r\n<\/code><\/pre>\n<hr>\n<h3 id=\"\u4e09-\u5ba2\u6237\u7aef\u96c6\u6210\u4e0e\u65e5\u5fd7\u6ce8\u5165\">\u4e09\u3001\u5ba2\u6237\u7aef\u96c6\u6210\u4e0e\u65e5\u5fd7\u6ce8\u5165<\/h3>\n<h4 id=\"3-1-java-agent\u65b9\u5f0f\u63a5\u5165\">3.1 Java Agent\u65b9\u5f0f\u63a5\u5165<\/h4>\n<p>\u5728JVM\u542f\u52a8\u53c2\u6570\u6dfb\u52a0\u63a2\u9488\uff1a<\/p>\n<pre><code class=\"language-bash\">-javaagent:\/path\/to\/skywalking-agent.jar  \r\n-Dskywalking.agent.service_name=your-service  \r\n-Dskywalking.collector.backend_service=localhost:11800  \r\n<\/code><\/pre>\n<h4 id=\"3-2-\u5b9e\u73b0\u65e5\u5fd7\u6846\u67b6\u6865\u63a5\">3.2 \u5b9e\u73b0\u65e5\u5fd7\u6846\u67b6\u6865\u63a5<\/h4>\n<p>\u4ee5Log4j2\u4e3a\u4f8b\uff0c\u914d\u7f6ePatternLayout\u6ce8\u5165Trace ID\uff1a<\/p>\n<pre><code class=\"language-xml\">&lt;PatternLayout pattern=&quot;%d{yyyy-MM-dd HH:mm:ss} [%X{tid}] %-5p %c{1}:%L - %m%n&quot;\/&gt;  \r\n<\/code><\/pre>\n<p>\u6b64\u65f6\u8f93\u51fa\u7684\u65e5\u5fd7\u4f1a\u81ea\u52a8\u643a\u5e26\u5f62\u5982<code>[TID:3a4b5c6d7e8f]<\/code>\u7684\u8ffd\u8e2a\u6807\u8bc6\u3002<\/p>\n<h4 id=\"3-3-\u81ea\u5b9a\u4e49\u65e5\u5fd7\u4e0a\u62a5-\u9ad8\u7ea7\u573a\u666f\">3.3 \u81ea\u5b9a\u4e49\u65e5\u5fd7\u4e0a\u62a5\uff08\u9ad8\u7ea7\u573a\u666f\uff09<\/h4>\n<p>\u901a\u8fc7SkyWalking OpenAPI\u624b\u52a8\u4e0a\u62a5\u65e5\u5fd7\uff1a<\/p>\n<pre><code class=\"language-java\">import org.apache.skywalking.apm.toolkit.log.log4j.v2.x.Log4j2OutputAppender;  \r\n...  \r\nlogger.info(Log4j2OutputAppender.append(&quot;ERROR_CODE=500&quot;, &quot;\u7528\u6237\u9274\u6743\u5931\u8d25&quot;));  \r\n<\/code><\/pre>\n<hr>\n<h3 id=\"\u56db-\u914d\u7f6e\u9a8c\u8bc1\u4e0e\u8c03\u4f18\">\u56db\u3001\u914d\u7f6e\u9a8c\u8bc1\u4e0e\u8c03\u4f18<\/h3>\n<h4 id=\"4-1-\u5065\u5eb7\u68c0\u67e5\u4e09\u90e8\u66f2\">4.1 \u5065\u5eb7\u68c0\u67e5\u4e09\u90e8\u66f2<\/h4>\n<ol>\n<li>\u67e5\u770bOAP\u65e5\u5fd7\uff1a<code>tail -f logs\/oap.log<\/code>\n<\/li>\n<li>\u9a8c\u8bc1Elasticsearch\u7d22\u5f15\uff1a\n<\/li>\n<\/ol>\n<pre><code class=\"language-bash\">curl -XGET 'http:\/\/localhost:9200\/_cat\/indices?v'  \r\n<\/code><\/pre>\n<ol>\n<li>\u767b\u5f55SkyWalking UI\u67e5\u770b\u65e5\u5fd7\u6807\u7b7e\u9875\n<\/li>\n<\/ol>\n<h4 id=\"4-2-\u6027\u80fd\u4f18\u5316\u53c2\u6570\">4.2 \u6027\u80fd\u4f18\u5316\u53c2\u6570<\/h4>\n<table>\n<thead>\n<tr>\n<th>\u53c2\u6570\u9879<\/th>\n<th>\u63a8\u8350\u503c<\/th>\n<th>\u4f5c\u7528\u8bf4\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>SW_GRPC_MAX_MESSAGE_SIZE<\/td>\n<td>41943040<\/td>\n<td>\u589e\u5927gRPC\u5355\u6b21\u4f20\u8f93\u4e0a\u9650<\/td>\n<\/tr>\n<tr>\n<td>SW_STORAGE_ES_BULK_SIZE<\/td>\n<td>5000<\/td>\n<td>\u8c03\u6574ES\u6279\u91cf\u5199\u5165\u6279\u6b21\u91cf<\/td>\n<\/tr>\n<tr>\n<td>SW_LOG_ANALYZE_RATE<\/td>\n<td>1000<\/td>\n<td>\u63a7\u5236\u65e5\u5fd7\u5206\u6790\u541e\u5410\u91cf<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4 id=\"4-3-\u5e38\u89c1\u95ee\u9898\u6392\u67e5\">4.3 \u5e38\u89c1\u95ee\u9898\u6392\u67e5<\/h4>\n<ul>\n<li><strong>\u65e5\u5fd7\u4e22\u5931<\/strong>\uff1a\u68c0\u67e5Filebeat\u8f93\u51fa\u961f\u5217\u662f\u5426\u5806\u79ef\n<\/li>\n<li><strong>Trace ID\u7f3a\u5931<\/strong>\uff1a\u786e\u8ba4\u65e5\u5fd7\u6846\u67b6\u7248\u672c\u517c\u5bb9\u6027\n<\/li>\n<li><strong>\u5b58\u50a8\u7a7a\u95f4\u4e0d\u8db3<\/strong>\uff1a\u8bbe\u7f6eILM\u7b56\u7565\u81ea\u52a8\u6e05\u7406\u65e7\u7d22\u5f15\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e94-\u9ad8\u7ea7\u573a\u666f\u6269\u5c55\">\u4e94\u3001\u9ad8\u7ea7\u573a\u666f\u6269\u5c55<\/h3>\n<h4 id=\"5-1-\u4e0ekubernetes\u751f\u6001\u6574\u5408\">5.1 \u4e0eKubernetes\u751f\u6001\u6574\u5408<\/h4>\n<p>\u901a\u8fc7ConfigMap\u6302\u8f7dagent\u914d\u7f6e\uff1a<\/p>\n<pre><code class=\"language-yaml\">apiVersion: v1  \r\nkind: ConfigMap  \r\nmetadata:  \r\nname: sw-agent-config  \r\ndata:  \r\nagent.config: |  \r\ncollector.backend_service=skywalking-oap:11800  \r\nagent.service_name=${SW_AGENT_NAME}  \r\n<\/code><\/pre>\n<h4 id=\"5-2-\u5b89\u5168\u589e\u5f3a\u914d\u7f6e\">5.2 \u5b89\u5168\u589e\u5f3a\u914d\u7f6e<\/h4>\n<p>\u5728OAP\u7aef\u542f\u7528TLS\u52a0\u5bc6\uff1a<\/p>\n<pre><code class=\"language-yaml\">receiver-otel:  \r\ndefault:  \r\nenabled: true  \r\ngRPC:  \r\nsslEnabled: true  \r\nsslKeyPath: &quot;\/etc\/certs\/server.key.pem&quot;  \r\nsslCertChainPath: &quot;\/etc\/certs\/server.crt.pem&quot;  \r\n<\/code><\/pre>\n<h4 id=\"5-3-\u591a\u7ef4\u5ea6\u65e5\u5fd7\u5206\u6790\">5.3 \u591a\u7ef4\u5ea6\u65e5\u5fd7\u5206\u6790<\/h4>\n<p>\u5229\u7528SkyWalking\u7684LAL\uff08\u65e5\u5fd7\u5206\u6790\u8bed\u8a00\uff09\u8fdb\u884c\u5b9e\u65f6\u8fc7\u6ee4\uff1a<\/p>\n<pre><code class=\"language-sql\">logs.service = &quot;payment-service&quot;  \r\n&amp;&amp; logs.level = &quot;ERROR&quot;  \r\n&amp;&amp; regex(regex, &quot;Timeout.*&quot;)  \r\n|| contains(content, &quot;DB\u8fde\u63a5\u5931\u8d25&quot;)  \r\n<\/code><\/pre>\n<p>\u901a\u8fc7\u4e0a\u8ff0\u914d\u7f6e\uff0c\u4f01\u4e1a\u53ef\u6784\u5efa\u8d77\u4ece<strong><em>\u65e5\u5fd7\u91c7\u96c6<\/em><\/strong>\u3001<strong><em>\u4e0a\u4e0b\u6587\u5173\u8054<\/em><\/strong>\u5230<strong><em>\u667a\u80fd\u5206\u6790<\/em><\/strong>\u7684\u5b8c\u6574\u94fe\u8def\u3002\u5b9e\u8df5\u8868\u660e\uff0c\u6b63\u786e\u914d\u7f6e\u540e\u7684\u65e5\u5fd7\u7cfb\u7edf\u53ef\u4f7f\u5e73\u5747\u6545\u969c\u6062\u590d\u65f6\u95f4\uff08MTTR\uff09\u7f29\u77ed40%\u4ee5\u4e0a\uff0c\u7279\u522b\u662f\u5728\u5904\u7406\u590d\u6742\u7684\u8de8\u670d\u52a1\u5f02\u5e38\u65f6\uff0c\u8fd9\u79cd\u7aef\u5230\u7aef\u7684\u53ef\u89c6\u5316\u80fd\u529b\u5f80\u5f80\u6210\u4e3a\u6280\u672f\u56e2\u961f\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5206\u5e03\u5f0f\u67b6\u6784\u4e0e\u5fae\u670d\u52a1\u76db\u884c\u7684\u6280\u672f\u6d6a\u6f6e\u4e2d\uff0c\u7cfb\u7edf\u53ef\u89c2\u6d4b\u6027\u5df2\u6210\u4e3a\u4fdd\u969c\u4e1a\u52a1\u7a33\u5b9a\u6027\u7684\u751f\u547d\u7ebf\u3002\u4e00\u4e2a\u8bf7\u6c42\u94fe\u8def\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\uff0c\u4f20\u7edf\u7684\u65e5\u5fd7\u6392\u67e5\u5982\u540c\u5927\u6d77\u635e\u9488\uff0c\u800cSkyWalking\u4f5c\u4e3a\u5f00\u6e90\u7684APM\uff08\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff09\u5de5\u5177\uff0c\u901a\u8fc7\u5168\u94fe\u8def\u8ffd\u8e2a\u4e0e\u65e5\u5fd7\u5173\u8054\u5206\u6790\u6784\u5efa\u4e86\u7acb\u4f53\u5316\u76d1\u63a7\u4f53\u7cfb\u3002\u672c\u6587\u5c06\u6df1\u5165\u89e3\u6790\u5982\u4f55\u901a\u8fc7\u4e09\u4e2a\u5173\u952e\u6b65\u9aa4\u5b8c\u6210SkyWalking\u65e5\u5fd7\u6536\u96c6\u914d\u7f6e\uff0c\u5b9e\u73b0\u4e1a\u52a1\u65e5\u5fd7\u4e0e\u8c03\u7528\u94fe\u7684\u667a\u80fd\u6620\u5c04\u3002 \u4e00\u3001\u7406\u89e3SkyWalking\u65e5\u5fd7\u6536\u96c6\u7684\u6838\u5fc3\u539f\u7406 \u5728\u914d\u7f6e\u4e4b\u524d\uff0c\u9700\u660e\u786e\u65e5\u5fd7\u6536\u96c6\u5728SkyWalking\u4f53\u7cfb\u4e2d\u7684\u5b9a\u4f4d\u3002\u5176\u6838\u5fc3\u903b\u8f91\u5305\u542b\u4e09\u4e2a\u7ef4\u5ea6\uff1a \u65e5\u5fd7\u4e0a\u4e0b\u6587\u6ce8\u5165\uff1a\u901a\u8fc7Trace ID\u5c06\u4e1a\u52a1\u65e5\u5fd7\u4e0e\u8c03\u7528\u94fe\u8def\u7ed1\u5b9a \u4f20\u8f93\u901a\u9053\u6784\u5efa\uff1a\u4f7f\u7528gRPC\u6216Kafka\u5b9e\u73b0\u65e5\u5fd7\u6570\u636e\u7684\u4e0a\u62a5 \u5b58\u50a8\u4e0e\u53ef\u89c6\u5316\uff1a\u57fa\u4e8eElasticsearch\u6216H2\u8fdb\u884c\u6301\u4e45\u5316\u5b58\u50a8 \u4e0d\u540c\u4e8e\u5355\u7eaf\u65e5\u5fd7\u91c7\u96c6\u5de5\u5177\uff0cSkyWalking\u901a\u8fc7OpenTelemetry\u65e5\u5fd7\u534f\u8bae\u89c4\u8303\uff0c\u786e\u4fdd\u65e5\u5fd7\u5728\u65f6\u95f4\u6233\u3001\u670d\u52a1\u540d\u7b49\u7ef4\u5ea6\u4e0e\u76d1\u63a7\u6307\u6807\u5bf9\u9f50\u3002\u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5f97\u5f00\u53d1\u8005\u5728\u6392\u67e5\u5f02\u5e38\u65f6\uff0c\u80fd\u901a\u8fc7\u4e00\u6b21\u70b9\u51fb\u76f4\u63a5\u8df3\u8f6c\u81f3\u5173\u8054\u65e5\u5fd7\uff0c\u6781\u5927\u63d0\u5347\u6545\u969c\u5b9a\u4f4d\u6548\u7387\u3002 \u4e8c\u3001\u73af\u5883\u51c6\u5907\u4e0e\u7ec4\u4ef6\u90e8\u7f72 2.1 \u57fa\u7840\u73af\u5883\u8981\u6c42 JDK 8+ \u6216 JDK 11\uff08\u63a8\u8350OpenJDK\uff09 SkyWalking 9.7.0+\uff08\u5b98\u7f51\u4e0b\u8f7d\uff09 \u5b58\u50a8\u4ecb\u8d28\uff1aElasticsearch 7.0+ \u6216 H2\uff08\u6d4b\u8bd5\u73af\u5883\uff09 \u65e5\u5fd7\u6536\u96c6\u5668\uff1aFilebeat\/Fluentd\uff08\u53ef\u9009\uff09 2.2 \u5b89\u88c5SkyWalking\u540e\u7aef \u89e3\u538b\u5b89\u88c5\u5305\u540e\uff0c\u91cd\u70b9\u4fee\u6539config\/application.yml\uff1a storage: selector: ${SW_STORAGE:elasticsearch} elasticsearch: nameSpace: ${SW_NAMESPACE:&quot;&quot;} clusterNodes: ${SW_STORAGE_ES_CLUSTER_NODES:localhost:9200} protocol: ${SW_STORAGE_ES_HTTP_PROTOCOL:&quot;http&quot;} \u542f\u52a8\u547d\u4ee4\u5efa\u8bae\u542f\u7528gRPC\u65e5\u5fd7\u63a5\u6536\uff1a \/bin\/startup.sh &#8211;receiver-sharing-server-port=11800 &#8211;receiver-otel=11800 2.3 \u914d\u7f6e\u65e5\u5fd7\u91c7\u96c6\u5668\uff08\u4ee5Filebeat\u4e3a\u4f8b\uff09 \u521b\u5efafilebeat.yml\u914d\u7f6e\u6587\u4ef6\uff1a filebeat.inputs: &#8211; type: log paths: &#8211; \/var\/log\/your-app\/*.log processors: &#8211; decode_json_fields: fields: [&quot;message&quot;] [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":35800,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-35799","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-news"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35799","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\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=35799"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35799\/revisions"}],"predecessor-version":[{"id":35801,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35799\/revisions\/35801"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/35800"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=35799"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=35799"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=35799"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}