{"id":40524,"date":"2023-12-02T14:24:37","date_gmt":"2023-07-09T09:19:05","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e5%bd%bb%e5%ba%95%e8%a7%a3%e9%87%8a%e3%80%91airflow-fluentd-elasticsearch-docker%e7%9a%84%e5%8d%8f%e4%bd%9c%e6%96%b9%e5%bc%8f\/"},"modified":"2024-05-04T11:48:16","modified_gmt":"2024-05-04T03:48:16","slug":"%e3%80%90%e5%bd%bb%e5%ba%95%e8%a7%a3%e9%87%8a%e3%80%91airflow-fluentd-elasticsearch-docker%e7%9a%84%e5%8d%8f%e4%bd%9c%e6%96%b9%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e5%bd%bb%e5%ba%95%e8%a7%a3%e9%87%8a%e3%80%91airflow-fluentd-elasticsearch-docker%e7%9a%84%e5%8d%8f%e4%bd%9c%e6%96%b9%e5%bc%8f\/","title":{"rendered":"\u3010\u5f7b\u5e95\u89e3\u91ca\u3011Airflow Fluentd Elasticsearch Docker\u7684\u534f\u4f5c\u65b9\u5f0f"},"content":{"rendered":"<h2>\u7b80\u8981\u6982\u8ff0<\/h2>\n<p>\u5982\u679c\u60a8\u4f7f\u7528Airflow\u7684\u8fdc\u7a0b\u65e5\u5fd7\u8bb0\u5f55\u529f\u80fd\uff0c\u53ef\u4ee5\u5c06\u4efb\u52a1\u65e5\u5fd7\u53d1\u9001\u5230S3\u6216GCS\u7b49\u5bf9\u8c61\u5b58\u50a8\u4e2d\uff0c\u5e76\u4e14\u8fd8\u53ef\u4ee5\u4f7f\u7528\u80fd\u591f\u8fdb\u884c\u5168\u6587\u641c\u7d22\u7684Elasticsearch\u3002\u4f46\u662f\uff0c\u8981\u5c06\u65e5\u5fd7\u8f6c\u53d1\u5230Elasticsearch\uff0c\u8fd8\u9700\u8981\u4f7f\u7528Fluentd\u6216Logstash\u7b49\u65e5\u5fd7\u6536\u96c6\u5de5\u5177\uff0c\u5e76\u4e14\u9700\u8981\u82b1\u8d39\u65f6\u95f4\u6765\u7406\u89e3\u914d\u7f6e\u548c\u8fdb\u884c\u64cd\u4f5c\u786e\u8ba4\u3002<\/p>\n<p>\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u5c06\u4ee5\u5b98\u65b9\u7684 docker-compose.yaml \u4e3a\u57fa\u7840\uff0c\u642d\u5efa\u4e00\u4e2a\u4f7f\u7528 Airflow\u3001Fluentd\u3001Elasticsearch \u7684\u5f00\u53d1\u73af\u5883\uff0c\u5e76\u89e3\u91ca\u5982\u4f55\u8fde\u63a5\u6bcf\u4e2a\u7ec4\u4ef6\u4ee5\u53ca\u53ef\u80fd\u9047\u5230\u7684\u9677\u9631\u3002<\/p>\n<p>\u9996\u5148\uff0c\u8ba9\u6211\u4eec\u638c\u63e1\u6574\u4f53\u7684\u6d41\u7a0b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d410237434c4406c946ba\/4-0.png\" alt=\"airflow_elasticsearch.png\" \/><\/div>\n<p>\u6982\u62ec\u6765\u8bf4\uff0c\u4ee5\u4e0a\u7684\u56fe\u8868\u8868\u660e\uff1a<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>Airflow \u5c06\u4efb\u52a1\u65e5\u5fd7\u5199\u5165\u6807\u51c6\u8f93\u51fa<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>Docker \u7684\u65e5\u5fd7\u9a71\u52a8\u5c06\u65e5\u5fd7\u4f20\u8f93\u7ed9 Fluentd<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>Fluentd \u5c06\u65e5\u5fd7\u4f20\u8f93\u7ed9 Elasticsearch<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>Airflow \u4ece Elasticsearch \u83b7\u53d6\u65e5\u5fd7<\/ol>\n<p>\u8ff7\u4eba\u4e4b\u5904\u5728\u4e8e\uff0cAirflow\u7684\u65e5\u5fd7\u5982\u4f55\u4f20\u8f93\u5230Elasticsearch\u3002\u867d\u7136\u53ef\u4ee5\u76f4\u63a5\u4eceElasticsearch\u83b7\u53d6\u65e5\u5fd7\uff0c\u4f46\u65e0\u6cd5\u76f4\u63a5\u5c06\u65e5\u5fd7\u4f20\u9001\u5230Elasticsearch\u3002\u8981\u5c06\u4efb\u52a1\u65e5\u5fd7\u4f20\u8f93\u5230Elasticsearch\uff0c\u9700\u8981\u5728\u5176\u95f4\u63d2\u5165\u65e5\u5fd7\u6536\u96c6\u5de5\u5177\uff0c\u5982\u65e5\u5fd7\u9a71\u52a8\u7a0b\u5e8f\u548cFluentd\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u8ba9\u6211\u4eec\u6765\u770b\u4e00\u4e0b\u5404\u4e2a\u7ec4\u4ef6\u7684\u8bbe\u7f6e\u65b9\u6cd5\u3002<\/p>\n<div>\n<div class=\"post-table\">\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u30d0\u30fc\u30b8\u30e7\u30f3osmacOS 12.2.1airflow2.2.4elasticsearch8.0.1fluentd1.14.5docker20.10.12docker compose2.2.3<\/div>\n<\/div>\n<h2>\u5f39\u6027\u641c\u7d22<\/h2>\n<p>\u9996\u5148\uff0c\u9700\u8981\u51c6\u5907\u4e00\u4e2a\u7528\u4e8e\u6d4b\u8bd5\u7684 Elasticsearch \u73af\u5883\u3002\u5c06\u4ee5\u4e0b\u5185\u5bb9\u6dfb\u52a0\u5230 docker-compose.yaml \u6587\u4ef6\u4e2d\uff0c\u5c06\u4f1a\u542f\u52a8\u4e00\u4e2a\u5355\u8282\u70b9\u7684 Elasticsearch \u96c6\u7fa4\u3002\u5982\u679c\u60f3\u8981\u4e86\u89e3\u66f4\u591a\u6709\u5173\u914d\u7f6e\u9879\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u53ef\u4ee5\u53c2\u8003\u5b98\u65b9\u6587\u6863\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u7531\u4e8e\u662f\u7528\u4e8e\u6d4b\u8bd5\u7684\u73af\u5883\uff0c\u6240\u4ee5\u5b89\u5168\u6027\u914d\u7f6e\u88ab\u653e\u5bbd\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">elasticsearch<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">image<\/span><span class=\"pi\">:<\/span> <span class=\"s\">docker.elastic.co\/elasticsearch\/elasticsearch:8.0.1<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">elasticsearch-volume:\/usr\/share\/elasticsearch\/data<\/span>\r\n    <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">discovery.type=single-node\"<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">xpack.security.enabled=false\"<\/span> <span class=\"c1\"># \u6ce8\u610f\uff1a\u672c\u756a\u5411\u3051\u3067\u306f\u306a\u3044<\/span>\r\n    <span class=\"na\">healthcheck<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">test<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"pi\">[<\/span>\r\n          <span class=\"s2\">\"<\/span><span class=\"s\">CMD\"<\/span><span class=\"pi\">,<\/span>\r\n          <span class=\"s2\">\"<\/span><span class=\"s\">curl\"<\/span><span class=\"pi\">,<\/span>\r\n          <span class=\"s2\">\"<\/span><span class=\"s\">--fail\"<\/span><span class=\"pi\">,<\/span>\r\n          <span class=\"s2\">\"<\/span><span class=\"s\">localhost:9200\/_cluster\/health?wait_for_status=yellow&amp;timeout=10s\"<\/span>\r\n        <span class=\"pi\">]<\/span>\r\n      <span class=\"na\">interval<\/span><span class=\"pi\">:<\/span> <span class=\"s\">10s<\/span>\r\n    <span class=\"na\">restart<\/span><span class=\"pi\">:<\/span> <span class=\"s\">always<\/span>\r\n<span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">elasticsearch-volume<\/span><span class=\"pi\">:<\/span>\r\n<\/code><\/pre>\n<h2>Airflow \u548c Elasticsearch \u7684\u534f\u540c\u914d\u5408<\/h2>\n<p>\u4e3a\u4e86\u4e0eElasticsearch\u96c6\u6210\uff0c\u9700\u8981\u5c06Airflow\u4efb\u52a1\u65e5\u5fd7\u7684\u8f93\u51fa\u76ee\u6807\u66f4\u6539\u4e3astdout\uff0c\u8f93\u5165\u76ee\u6807\u66f4\u6539\u4e3aElasticsearch\u3002\u7531\u4e8eElasticsearch\u7684\u63d0\u4f9b\u8005\u5957\u4ef6\u4e2d\u6709ElasticsearchTaskHandler\uff0c\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u56db\u4e2a\u914d\u7f6e\u9879\u6765\u66ff\u6362\u9ed8\u8ba4\u7684\u4efb\u52a1\u5904\u7406\u7a0b\u5e8f\u3002<\/p>\n<div>\n<div class=\"post-table\">\u9805\u76ee\u8a2d\u5b9a\u8aac\u660elogging.remote_loggingtrue\u30ea\u30e2\u30fc\u30c8\u30ed\u30ae\u30f3\u30b0\u6a5f\u80fd\u3092\u6709\u52b9\u306b\u3059\u308belasticsearch.write_stdouttrue\u30bf\u30b9\u30af\u30ed\u30b0\u306e\u51fa\u529b\u5148\u3092 <code>stdout<\/code> \u306b\u3059\u308belasticsearch.hostelasticsearch:9200\u8aad\u307f\u8fbc\u307f\u5148\u306e\u30db\u30b9\u30c8\u540d\u3092\u6307\u5b9a\u3059\u308belasticsearch.json_formattrue\u66f8\u304d\u8fbc\u307f\/\u8aad\u307f\u8fbc\u307f\u5f62\u5f0f\u3092 JSON \u306b\u3059\u308b<\/div>\n<\/div>\n<div>\u5982\u679celasticsearch.json_format\u4fdd\u6301\u4e3afalse\uff0c\u53ef\u80fd\u4f1a\u51fa\u73b0\u534f\u4f5c\u65e0\u6cd5\u987a\u5229\u8fdb\u884c\u7684\u60c5\u51b5\u3002<\/div>\n<p>\u53ef\u4ee5\u5728docker-compose.yaml\u4e2d\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u914d\u7f6e\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nn\">---<\/span>\r\n<span class=\"na\">x-airflow-common<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"nl\">&amp;airflow-common<\/span>\r\n  <span class=\"na\">image<\/span><span class=\"pi\">:<\/span> <span class=\"s\">apache\/airflow:2.2.4<\/span>\r\n  <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"nl\">&amp;airflow-common-env<\/span>\r\n    <span class=\"na\">AIRFLOW__LOGGING__REMOTE_LOGGING<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">true\"<\/span>\r\n    <span class=\"na\">AIRFLOW__ELASTICSEARCH__WRITE_STDOUT<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">true\"<\/span>\r\n    <span class=\"na\">AIRFLOW__ELASTICSEARCH__HOST<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">elasticsearch:9200\"<\/span>\r\n    <span class=\"na\">AIRFLOW__ELASTICSEARCH__JSON_FORMAT<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">true\"<\/span>\r\n<\/code><\/pre>\n<h2>Airflow \u548c Fluentd \u7684\u96c6\u6210<\/h2>\n<p>\u5728\u5c06Airflow\u4efb\u52a1\u65e5\u5fd7\u7684\u8f93\u51fa\u5b9a\u5411\u5230stdout\u4e4b\u540e\uff0c\u9700\u8981\u901a\u8fc7\u65e5\u5fd7\u9a71\u52a8\u7a0b\u5e8f\u5c06\u5176\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u521b\u5efa\u7684Fluentd\u670d\u52a1\u4e2d\u3002\u7531\u4e8e\u4efb\u52a1\u65e5\u5fd7\u662f\u7531Airflow\u7684worker\u8f93\u51fa\u7684\uff0c\u6240\u4ee5\u9700\u8981\u66f4\u6539docker-compose.yaml\u6587\u4ef6\u4e2dairflow-worker\u670d\u52a1\u7684logging\u914d\u7f6e\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">airflow-worker<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"c1\"># \u7701\u7565<\/span>\r\n    <span class=\"na\">logging<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">driver<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">fluentd\"<\/span>\r\n      <span class=\"na\">options<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"na\">fluentd-address<\/span><span class=\"pi\">:<\/span> <span class=\"s\">localhost:24224<\/span>\r\n        <span class=\"na\">tag<\/span><span class=\"pi\">:<\/span> <span class=\"s\">airflow.worker<\/span>\r\n    <span class=\"na\">depends_on<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"c1\"># \u7701\u7565<\/span>\r\n      <span class=\"na\">fluentd<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"na\">condition<\/span><span class=\"pi\">:<\/span> <span class=\"s\">service_healthy<\/span>\r\n<\/code><\/pre>\n<p>\u6211\u5df2\u7ecf\u5c06\u9a71\u52a8\u7a0b\u5e8f\u8bbe\u7f6e\u4e3aFluentd\uff0c\u5e76\u6307\u5b9a\u4e86Fluentd\u7684\u4e3b\u673a\u540d\u3002\u867d\u7136\u770b\u8d77\u6765\u5f88\u76f4\u89c2\uff0c\u4f46\u4f60\u662f\u5426\u6ce8\u610f\u5230\u5728fluentd-address\u4e2d\u6307\u5b9a\u4e86localhost\u7684\u5730\u65b9\uff1f\u539f\u56e0\u662f\uff0c\u65e5\u5fd7\u9a71\u52a8\u7a0b\u5e8f\u901a\u8fc7\u670d\u52a1\u4e0a\u4e0b\u6587\u4e4b\u5916\u5411Fluentd\u53d1\u9001\u6570\u636e\u3002\u6362\u53e5\u8bdd\u8bf4\uff0cfluentd-address\u6307\u5b9a\u7684\u503c\u662f\u4eceDocker\u4e3b\u673a\u770b\u5230\u7684Fluentd\u670d\u52a1\u7684\u5730\u5740\u3002<\/p>\n<p>\u4e3a\u4e86\u4eceFluentd\u7aef\u8bc6\u522b\u4efb\u52a1\u65e5\u5fd7\uff0c\u5c06\u6807\u7b7e\u8bbe\u7f6e\u4e3aairflow.worker\u3002<\/p>\n<h2>Fluentd \u548c Elasticsearch \u7684\u534f\u4f5c<\/h2>\n<p>\u4e3a\u4e86\u5c06\u65e5\u5fd7\u4eceFluentd\u4f20\u8f93\u5230Elasticsearch\uff0c\u9700\u8981\u4e00\u4e2a\u7528\u4e8e\u65e5\u5fd7\u6536\u96c6\/\u4f20\u8f93\u7684Fluentd\u670d\u52a1\u3002\u5728\u672c\u8282\u4e2d\uff0c\u5c06\u6309\u987a\u5e8f\u8bf4\u660e\u5982\u4f55\u521b\u5efaFluentd\u5bb9\u5668\u6620\u50cf\u3001\u7f16\u5199\u914d\u7f6e\u6587\u4ef6\u4ee5\u53cadocker-compose.yaml\u7684\u670d\u52a1\u5b9a\u4e49\u65b9\u6cd5\u3002<\/p>\n<h3>\u521b\u5efa Fluentd \u7684\u5bb9\u5668\u955c\u50cf<\/h3>\n<p>\u7ee7\u627f\u516c\u5f0f\u5bb9\u5668\u6620\u50cf\uff0c\u5b89\u88c5elasticsearch\u548cprometheus\u63d2\u4ef6\u3002\u672c\u6b21\u5b89\u88c5\u4e2d\u4e0d\u6253\u7b97\u4f7f\u7528prometheus\u8fdb\u884c\u6307\u6807\u6536\u96c6\uff0c\u800c\u662f\u5e0c\u671b\u5c06\u5176\u7528\u4f5c\u5065\u5eb7\u68c0\u67e5\u7aef\u70b9\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> fluent\/fluentd:v1.14.5-debian-1.0<\/span>\r\n<span class=\"k\">USER<\/span><span class=\"s\"> root<\/span>\r\n<span class=\"k\">RUN <\/span>apt-get <span class=\"nt\">-y<\/span> update <span class=\"se\">\\\r\n<\/span>    <span class=\"o\">&amp;&amp;<\/span> apt-get <span class=\"nt\">-y<\/span> <span class=\"nb\">install <\/span>gcc make curl <span class=\"se\">\\\r\n<\/span>    <span class=\"o\">&amp;&amp;<\/span> gem <span class=\"nb\">install <\/span>fluent-plugin-elasticsearch:5.2.0 fluent-plugin-prometheus:2.0.2 <span class=\"nt\">--no-document<\/span>\r\n<span class=\"k\">USER<\/span><span class=\"s\"> fluent<\/span>\r\n<\/code><\/pre>\n<h3>\u7f16\u5199Fluentd\u7684\u914d\u7f6e\u6587\u4ef6<\/h3>\n<p>\u5728fluent.conf\u6587\u4ef6\u4e2d\u8bbe\u7f6e\u4ee5\u89e3\u6790\u6765\u81ea\u65e5\u5fd7\u9a71\u52a8\u7a0b\u5e8f\u7684\u4efb\u52a1\u65e5\u5fd7\uff0c\u5e76\u5c06\u5176\u4f20\u8f93\u5230elasticsearch\u3002<\/p>\n<div>\u9700\u8981\u5c06\u6587\u4ef6\u540d\u8bbe\u4e3a fluent.conf\u3002<\/div>\n<pre class=\"post-pre\"><code>\u251c\u2500\u2500 docker-compose.yaml\r\n\u2514\u2500\u2500 fluentd\r\n \u00a0\u00a0 \u251c\u2500\u2500 Dockerfile\r\n \u00a0\u00a0 \u2514\u2500\u2500 conf\r\n \u00a0\u00a0     \u2514\u2500\u2500 fluent.conf\r\n<\/code><\/pre>\n<p>\u5185\u5bb9\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># (1)\r\n<\/span>&lt;<span class=\"n\">source<\/span>&gt;\r\n  @<span class=\"n\">type<\/span> <span class=\"n\">forward<\/span>\r\n  <span class=\"n\">port<\/span> <span class=\"m\">24224<\/span>\r\n  <span class=\"n\">bind<\/span> <span class=\"m\">0<\/span>.<span class=\"m\">0<\/span>.<span class=\"m\">0<\/span>.<span class=\"m\">0<\/span>\r\n&lt;\/<span class=\"n\">source<\/span>&gt;\r\n\r\n<span class=\"c\"># (2)\r\n<\/span>&lt;<span class=\"n\">filter<\/span> <span class=\"n\">airflow<\/span>.<span class=\"n\">worker<\/span>&gt;\r\n  @<span class=\"n\">type<\/span> <span class=\"n\">parser<\/span>\r\n  <span class=\"n\">key_name<\/span> <span class=\"n\">log<\/span>\r\n  <span class=\"n\">reserve_data<\/span> <span class=\"n\">true<\/span>\r\n  <span class=\"n\">remove_key_name_field<\/span> <span class=\"n\">true<\/span>\r\n  &lt;<span class=\"n\">parse<\/span>&gt;\r\n    @<span class=\"n\">type<\/span> <span class=\"n\">json<\/span>\r\n  &lt;\/<span class=\"n\">parse<\/span>&gt;\r\n&lt;\/<span class=\"n\">filter<\/span>&gt;\r\n\r\n<span class=\"c\"># (3)\r\n<\/span>&lt;<span class=\"n\">match<\/span> <span class=\"n\">airflow<\/span>.<span class=\"n\">worker<\/span>&gt;\r\n  @<span class=\"n\">type<\/span> <span class=\"n\">elasticsearch<\/span>\r\n  <span class=\"n\">host<\/span> <span class=\"n\">elasticsearch<\/span>\r\n  <span class=\"n\">port<\/span> <span class=\"m\">9200<\/span>\r\n  <span class=\"n\">logstash_format<\/span> <span class=\"n\">true<\/span>\r\n  <span class=\"n\">logstash_prefix<\/span> <span class=\"n\">fluentd<\/span>.${<span class=\"n\">tag<\/span>}\r\n  <span class=\"n\">logstash_dateformat<\/span> %<span class=\"n\">Y<\/span>%<span class=\"n\">m<\/span>%<span class=\"n\">d<\/span>\r\n  <span class=\"n\">include_tag_key<\/span> <span class=\"n\">true<\/span>\r\n  <span class=\"n\">tag_key<\/span> @<span class=\"n\">log_name<\/span>\r\n  <span class=\"n\">flush_interval<\/span> <span class=\"m\">1<\/span><span class=\"n\">s<\/span>\r\n&lt;\/<span class=\"n\">match<\/span>&gt;\r\n\r\n<span class=\"c\"># (4)\r\n<\/span>&lt;<span class=\"n\">source<\/span>&gt;\r\n  @<span class=\"n\">type<\/span> <span class=\"n\">prometheus<\/span>\r\n  <span class=\"n\">bind<\/span> <span class=\"m\">0<\/span>.<span class=\"m\">0<\/span>.<span class=\"m\">0<\/span>.<span class=\"m\">0<\/span>\r\n  <span class=\"n\">port<\/span> <span class=\"m\">24231<\/span>\r\n  <span class=\"n\">metrics_path<\/span> \/<span class=\"n\">metrics<\/span>\r\n&lt;\/<span class=\"n\">source<\/span>&gt;\r\n<\/code><\/pre>\n<p>\u8865\u5145\u4e0a\u8ff0\u8bbe\u7f6e\u7684\u5185\u5bb9\u662f\uff1a<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4f7f\u7528\u6307\u4ee4\u548c\u8f6c\u53d1\u8f93\u5165\u63d2\u4ef6\uff0c\u63d0\u4f9b\u4ece\u65e5\u5fd7\u9a71\u52a8\u7a0b\u5e8f\u63a5\u6536\u6570\u636e\u7684TCP\u7aef\u70b9\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>\u4f7f\u7528\u8fc7\u6ee4\u5668\u6307\u4ee4\uff0c\u5c06airflow.worker\u7684\u65e5\u5fd7\u89e3\u6790\u4e3aJSON\u683c\u5f0f\u3002<\/p>\n<p>\u4f7f\u7528\u5339\u914d\u6307\u4ee4\u548celasticsearch\u8f93\u51fa\u63d2\u4ef6\uff0c\u5c06airflow.worker\u7684\u65e5\u5fd7\u8f6c\u53d1\u5230elasticsearch\u3002<\/p>\n<p>\u4f7f\u7528prometheus\u8f93\u5165\u63d2\u4ef6\uff0c\u63d0\u4f9b\u4f9bPrometheus\u670d\u52a1\u5668\u6293\u53d6\u7684\u5ea6\u91cfHTTP\u7aef\u70b9\u3002<\/p>\n<h3>\u5b9a\u4e49Fluentd\u7684\u670d\u52a1<\/h3>\n<p>\u6700\u540e\uff0c\u6211\u4eec\u4f1a\u5728 docker-compose.yaml \u6587\u4ef6\u4e2d\u5b9a\u4e49\u4e00\u4e2a\u4f7f\u7528 Fluentd \u5bb9\u5668\u955c\u50cf\u548c\u914d\u7f6e\u6587\u4ef6\u7684\u670d\u52a1\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">fluentd<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span> <span class=\"s\">.\/fluentd<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">.\/fluentd\/conf:\/fluentd\/etc<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">24224:24224<\/span>\r\n    <span class=\"na\">restart<\/span><span class=\"pi\">:<\/span> <span class=\"s\">always<\/span>\r\n    <span class=\"na\">healthcheck<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">test<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">[<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">CMD\"<\/span><span class=\"pi\">,<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">curl\"<\/span><span class=\"pi\">,<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">--fail\"<\/span><span class=\"pi\">,<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">localhost:24231\/metrics\"<\/span> <span class=\"pi\">]<\/span>\r\n      <span class=\"na\">interval<\/span><span class=\"pi\">:<\/span> <span class=\"s\">10s<\/span>\r\n      <span class=\"na\">start_period<\/span><span class=\"pi\">:<\/span> <span class=\"s\">30s<\/span>\r\n<\/code><\/pre>\n<h2>\u5efa\u7acb\u73af\u5883<\/h2>\n<p>\u4f7f\u7528docker compose up\u547d\u4ee4\u542f\u52a8\u73af\u5883\u540e\uff0c\u7b49\u5f85\u7ea62\u5206\u949f\u7136\u540e\u6253\u5f00http:\/\/localhost:8080\uff0c\u5c06\u4f1a\u663e\u793aAirflow\u7684\u767b\u5f55\u9875\u9762\u3002<\/p>\n<div>\u5982\u679c\u4f7f\u7528\u9ed8\u8ba4\u7684docker-compose.yaml\u914d\u7f6e\uff0c\u5bb9\u5668\u6709\u53ef\u80fd\u65e0\u6cd5\u901a\u8fc7\u5065\u5eb7\u68c0\u67e5\u3002\u60a8\u53ef\u4ee5\u5c06scheduler | triggerer | webserver | worker | flower\u670d\u52a1\u7684\u5065\u5eb7\u68c0\u67e5\u95f4\u9694\u548c\u8d85\u65f6\u5206\u522b\u8bbe\u7f6e\u4e3a30\u79d2\u6765\u907f\u514d\u6b64\u95ee\u9898\u3002<\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d410237434c4406c946ba\/43-1.png\" alt=\"airflow_task_log.png\" \/><\/div>\n<h2>\u7d50\u675f<\/h2>\n<p>\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u89e3\u91ca\u4e86\u5982\u4f55\u5c06Airflow\uff0cFluentd\u548cElasticsearch\u8fdb\u884c\u96c6\u6210\uff0c\u5e76\u4ecb\u7ecd\u4e86\u6bcf\u4e2a\u7ec4\u4ef6\u7684\u8bbe\u7f6e\u6b65\u9aa4\u3002\u867d\u7136\u8bf4\u660e\u662f\u57fa\u4e8edocker compose\u7684\u5f00\u53d1\u73af\u5883\uff0c\u4f46\u8fd9\u4e9b\u77e5\u8bc6\u4e5f\u53ef\u4ee5\u5728AWS Elastic Container Service\uff08ECS\uff09\u6216Kubernetes\u7b49\u5bb9\u5668\u6267\u884c\u5e73\u53f0\u4e0a\u53d1\u6325\u4f5c\u7528\uff0c\u5e0c\u671b\u60a8\u80fd\u5145\u5206\u5229\u7528\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7b80\u8981\u6982\u8ff0 \u5982\u679c\u60a8\u4f7f\u7528Airflow\u7684\u8fdc\u7a0b\u65e5\u5fd7\u8bb0\u5f55\u529f\u80fd\uff0c\u53ef\u4ee5\u5c06\u4efb\u52a1\u65e5\u5fd7\u53d1\u9001\u5230S3\u6216GCS\u7b49\u5bf9\u8c61\u5b58\u50a8\u4e2d\uff0c\u5e76\u4e14\u8fd8\u53ef\u4ee5 [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-40524","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u3010\u5f7b\u5e95\u89e3\u91ca\u3011Airflow Fluentd Elasticsearch Docker\u7684\u534f\u4f5c\u65b9\u5f0f - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u3010\u5f7b\u5e95\u89e3\u91ca\u3011airflow-fluentd-elasticsearch-docker\u7684\u534f\u4f5c\u65b9\u5f0f\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta 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