{"id":41139,"date":"2023-05-12T01:12:13","date_gmt":"2023-10-11T11:13:15","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e6%97%a5%e5%bf%97%e6%97%a0%e9%87%8d%e5%a4%8d%e3%80%81%e6%97%a0%e7%bc%ba%e5%a4%b1%e5%9c%b0%e5%ad%98%e5%82%a8%e5%88%b0elasticsearch%e7%9a%84%e6%8f%90%e6%a1%88%e3%80%82\/"},"modified":"2024-04-30T03:43:38","modified_gmt":"2024-04-29T19:43:38","slug":"%e5%b0%86%e6%97%a5%e5%bf%97%e6%97%a0%e9%87%8d%e5%a4%8d%e3%80%81%e6%97%a0%e7%bc%ba%e5%a4%b1%e5%9c%b0%e5%ad%98%e5%82%a8%e5%88%b0elasticsearch%e7%9a%84%e6%8f%90%e6%a1%88%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e6%97%a5%e5%bf%97%e6%97%a0%e9%87%8d%e5%a4%8d%e3%80%81%e6%97%a0%e7%bc%ba%e5%a4%b1%e5%9c%b0%e5%ad%98%e5%82%a8%e5%88%b0elasticsearch%e7%9a%84%e6%8f%90%e6%a1%88%e3%80%82\/","title":{"rendered":"\u5c06\u65e5\u5fd7\u65e0\u91cd\u590d\u3001\u65e0\u7f3a\u5931\u5730\u5b58\u50a8\u5230Elasticsearch\u7684\u63d0\u6848"},"content":{"rendered":"<h2>\u9996\u5148<\/h2>\n<p>\u5982\u679c\u4f60\u6709Elasticsearch\uff0c\u4f60\u53ef\u80fd\u60f3\u8981\u5c06\u65e5\u5fd7\u8bb0\u5f55\u5b8c\u6574\u5730\u5b58\u50a8\u4e0b\u6765\u3002<br \/>\n\u7531\u4e8e\u53ef\u4ee5\u7a0d\u540e\u8fdb\u884c\u89e3\u6790\uff0c\u6240\u4ee5\u53ea\u9700\u5c06\u5176\u5b58\u50a8\u8d77\u6765\u5373\u53ef\u3002<br \/>\n\u7136\u800c\uff0c\u6211\u4eec\u5e0c\u671b\u5728\u4e0d\u635f\u5931\u4fe1\u606f\u91cf\u7684\u524d\u63d0\u4e0b\u8bb0\u5f55\u65e5\u5fd7\u3002<br \/>\n\u7531\u4e8e\u65e5\u5fd7\u6570\u91cf\u53ef\u80fd\u5177\u6709\u610f\u4e49\uff0c\u6240\u4ee5\u6211\u4eec\u5e0c\u671b\u907f\u514d\u91cd\u590d\uff0c\u5e76\u4e14\u4e0d\u5e0c\u671b\u4e22\u5931\u4efb\u4f55\u65e5\u5fd7\u3002<\/p>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u4f3c\u4e4e\u53ef\u4ee5\u4e3a\u6bcf\u4e2a\u4e2a\u4f53\u7684\u65e5\u5fd7\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684ID\u3002<\/p>\n<p>\u5982\u679c\u4ece\u65e5\u5fd7\u53d1\u9001\u6e90(Logstash\u7b49)\u6216\u8005\u53d1\u9001\u76ee\u6807(Elasticsearch)\u53d1\u751f\u5f02\u5e38\u5e76\u9700\u8981\u91cd\u65b0\u53d1\u9001\uff0c\u53ea\u8981\u6709ID\uff0c\u5c31\u53ef\u4ee5\u65e0\u91cd\u590d\u5730\u5b58\u50a8\uff0c\u56e0\u6b64\u53ef\u4ee5\u5145\u5206\u8fdb\u884c\u91cd\u65b0\u53d1\u9001\uff0c\u4ee5\u8865\u5145\u4efb\u4f55\u7f3a\u5931\u7684\u90e8\u5206\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u3061\u306a\u307f\u306b\u3001\u3082\u3057\u91cd\u8907\u3092\u8a31\u3059\u306a\u3089\u3001\u9014\u4e2d\u307e\u3067\u8aad\u3093\u3067\u3044\u305f\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u3092\u3082\u30461\u5ea6\u8aad\u307f\u8fbc\u307f\u306a\u304a\u305b\u3070\u3088\u3044\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u306a\u304a\u3001\u3082\u3057\u518d\u9001\u3092\u5341\u5206\u306a\u56de\u6570\u3067\u304d\u308b\u306a\u3089\u3001ID \u304c\uff08Elasticsearch \u306e\u81ea\u52d5\u751f\u6210 ID \u306a\u3069\uff09\u30ed\u30b0\u306b\u5bfe\u3057\u3066\u4e00\u610f\u3067\u306a\u304f\u3068\u3082<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4f55\u5ea6\u3082\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u6d88\u3057\u3066\u9001\u308a\u306a\u304a\u305b\u3070\u91cd\u8907\u306a\u304f\u683c\u7d0d\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u304f\u306f\u306a\u3044\u304c\u3001<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30ed\u30b0\u306e\u91cf\u304c\u591a\u304f\u306a\u308b\u3068\u6642\u9593\u304c\u304b\u304b\u308a\u3059\u304e\u308b\u6050\u308c\u304c\u3042\u308b\u3002<\/ul>\n<p>\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5c06\u8ba8\u8bba\u5982\u4f55\u901a\u8fc7\u6307\u5b9aID\u5c06\u65e5\u5fd7\u5b58\u50a8\u5230Elasticsearch\u4e2d\u3002<\/p>\n<p>\u987a\u4fbf\u63d0\u4e00\u4e0b\uff0c\u5728\u4f7f\u7528 Elasticsearch \u65f6\u4e0d\u8981\u4f7f\u7528\u81ea\u52a8\u751f\u6210\u7684 ID\uff0c\u8fd9\u6837\u4f1a\u964d\u4f4e\u7d22\u5f15\u521b\u5efa\u7684\u6027\u80fd\uff08\u53c2\u8003\uff1aElasticsearch \u53c2\u8003\u8d44\u6599\uff09\u3002<\/p>\n<h2>\u5728Elasticsearch\u4e2d\u5b58\u50a8\u65e5\u5fd7\u7684\u65b9\u6cd5\u662f\u4f7f\u7528ID\u53c2\u6570\u6307\u5b9a\u3002<\/h2>\n<p>\u5173\u4e8eID\u7684\u8bbe\u8ba1\u539f\u5219\u5c06\u5728\u540e\u6587\u4f5c\u4e3a\u53c2\u8003\uff0c\u4f46\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6587\u4ef6\u8def\u5f84\u548c\u65e5\u5fd7\u4f4d\u7f6e\uff08\u2252\u884c\u53f7\uff09\u6765\u521b\u5efa\u4e00\u4e2aID\u5c31\u80fd\u89e3\u51b3\u95ee\u9898\uff0c\u6240\u4ee5\u6211\u5c06\u5bf9\u8fd9\u79cd\u65b9\u6cd5\u8fdb\u884c\u89e3\u91ca\u3002<\/p>\n<p>\u7531\u4e8eLogstash\u65e0\u6cd5\u83b7\u53d6\u65e5\u5fd7\u7684\u4f4d\u7f6e\uff0c\u56e0\u6b64\u9700\u8981\u4f7f\u7528Filebeat\u6765\u8bfb\u53d6\u6587\u4ef6\u3002<br \/>\n\u5728Filebeat\u4e2d\uff0c\u6587\u4ef6\u8def\u5f84\u88ab\u8bb0\u5f55\u5728\u6e90\u5b57\u6bb5\u4e2d\uff0c\u65e5\u5fd7\u4f4d\u7f6e\u88ab\u8bb0\u5f55\u5728\u504f\u79fb\u5b57\u6bb5\u4e2d\u3002<br \/>\n\u7136\u800c\uff0cFilebeat\u672c\u8eab\u65e0\u6cd5\u4ece\u8fd9\u4e24\u4e2a\u5b57\u6bb5\u751f\u6210ID\uff0c\u56e0\u6b64\u9700\u8981\u4f9d\u8d56Logstash\u7684\u8fc7\u6ee4\u5668\u63d2\u4ef6\u6216Elasticsearch\u7684Ingest Node\u6765\u5b9e\u73b0\u3002<\/p>\n<p>\u5f53\u4f7f\u7528 Logstash \u7684 Filter \u63d2\u4ef6\u751f\u6210 ID \u65f6\uff0c<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5c06Filebeat\u7684\u8f93\u51fa\u76ee\u6807\u8bbe\u7f6e\u4e3aLogstash\uff0c<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u901a\u8fc7Logstash Filter\u63d2\u4ef6\u751f\u6210ID\uff0c<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u901a\u8fc7Logstash Elasticsearch Output\u63d2\u4ef6\u6307\u5b9aID\u3002<\/ol>\n<p>\u4ee5\u4e0b\u662f\u4e00\u500b\u8a2d\u5b9a\u793a\u4f8b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"s\">filebeat.prospectors<\/span><span class=\"pi\">:<\/span>\r\n<span class=\"pi\">-<\/span> <span class=\"na\">input_type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">log<\/span>\r\n  <span class=\"na\">paths<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"s\">${LOG_PATH}<\/span>\r\n<span class=\"s\">output.logstash<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">hosts<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"s\">${LOGSTASH_HOST}:${LOGSTASH_PORT}<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"n\">input<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"n\">beats<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"n\">port<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"mi\">5044<\/span>\r\n  <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<span class=\"n\">filter<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"n\">mutate<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"c1\"># \u5143\u306esource\u306f\u6b8b\u3057\u3066\u304a\u304d\u305f\u3044\u305f\u3081\u4e00\u6642\u9000\u907f\u3002<\/span>\r\n    <span class=\"c1\"># \u9000\u907f\u5148\u306f\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u3057\u3066\u304a\u3051\u3070 Elasticsearch \u306b\u306f\u683c\u7d0d\u3055\u308c\u306a\u3044\u305f\u3081\u3001\u7169\u308f\u3057\u304f\u306a\u3044\u3002<\/span>\r\n    <span class=\"n\">copy<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span><span class=\"s1\">'source'<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"s1\">'[@metadata][source]'<\/span><span class=\"p\">}<\/span>\r\n\r\n    <span class=\"c1\"># \u9000\u907f\u3057\u305f\u30e1\u30bf\u30c7\u30fc\u30bf\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u4f7f\u3063\u3066\u3001ID \u7528\u306b\u5909\u63db\u3002<\/span>\r\n    <span class=\"c1\"># \u3053\u306e\u4f8b\u3067\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u306e\u30b9\u30e9\u30c3\u30b7\u30e5\u3092\u30a2\u30f3\u30c0\u30fc\u30b9\u30b3\u30a2\u306b\u5909\u3048\u3066\u3044\u308b\u3002<\/span>\r\n    <span class=\"nb\">gsub<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">[<\/span><span class=\"s1\">'[@metadata][source]'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'\/'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'_'<\/span><span class=\"p\">]<\/span>\r\n  <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<span class=\"n\">output<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"n\">elasticsearch<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"n\">hosts<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"s1\">'${ELASTICSEARCH_HOST}:${ELASTICSEARCH_PORT}'<\/span>\r\n\r\n    <span class=\"c1\"># ID \u3092\u751f\u6210\u3002<\/span>\r\n    <span class=\"c1\"># \u3053\u306e\u4f8b\u3067\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u306b\u30ed\u30b0\u4f4d\u7f6e\u3092\u30a2\u30f3\u30c0\u30fc\u30b9\u30b3\u30a2\u3067\u9023\u7d50\u3057\u3066\u3044\u308b\u3002<\/span>\r\n    <span class=\"n\">document_id<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"s1\">'%{[@metadata][source]}_%{offset}'<\/span>\r\n  <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u5982\u679c\u4f7f\u7528Ingest Node\u751f\u6210ID\u7684\u8bdd\uff0c-\u5982\u679c\u4f7f\u7528Ingest Node\u751f\u6210ID\u7684\u8bdd\uff0c<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5728Elasticsearch\u4e2d\u521b\u5efa\u4e00\u4e2a\u7528\u4e8e\u751f\u6210ID\u7684Pipeline\uff0c<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u5e76\u5c06Elasticsearch\u548cPipeline\u6307\u5b9a\u4e3aFilebeat\u7684\u8f93\u51fa\u76ee\u6807\u3002<\/ol>\n<p>\u4e0b\u9762\u662f\u4e00\u4e2a\u8bbe\u5b9a\u793a\u4f8b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n  <span class=\"nl\">\"generate-id\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"description\"<\/span> <span class=\"p\">:<\/span> <span class=\"s2\">\"Generate ID with source and offset\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"processors\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n      <span class=\"p\">{<\/span>\r\n        <span class=\"nl\">\"set\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"field\"<\/span> <span class=\"p\">:<\/span> <span class=\"s2\">\"_id\"<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"nl\">\"value\"<\/span> <span class=\"p\">:<\/span> <span class=\"s2\">\"{{source}}_{{offset}}\"<\/span>\r\n        <span class=\"p\">}<\/span>\r\n      <span class=\"p\">}<\/span>\r\n    <span class=\"p\">]<\/span>\r\n  <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"s\">filebeat.prospectors<\/span><span class=\"pi\">:<\/span>\r\n<span class=\"pi\">-<\/span> <span class=\"na\">input_type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">log<\/span>\r\n  <span class=\"na\">paths<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"s\">${LOG_PATH}<\/span>\r\n<span class=\"s\">output.elasticsearch<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">hosts<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"s\">${ELASTICSEARCH_HOST}:${ELASTICSEARCH_PORT}<\/span>\r\n  <span class=\"na\">pipeline<\/span><span class=\"pi\">:<\/span> <span class=\"s\">generate-id<\/span>\r\n<\/code><\/pre>\n<h2>\uff08\u53c2\u8003\uff09\u8eab\u4efd\u8bc1\u7684\u8bbe\u8ba1\u65b9\u9488<\/h2>\n<p>\u9996\u5148\uff0c\u8003\u8651\u4e00\u4e2a\u6587\u4ef6\u8def\u5f84\u6307\u5411\u7279\u5b9a\u65e5\u5fd7\u5b9e\u4f53\u7684\u60c5\u51b5\u3002<br \/>\n\u4e5f\u5c31\u662f\u8bf4\uff0c\u8be5\u6587\u4ef6\u4e0d\u4f1a\u88ab\u540e\u7eed\u5185\u5bb9\u8986\u76d6\uff0c\u53ea\u4f1a\u8fdb\u884c\u8ffd\u52a0\uff0c<br \/>\n\u4f8b\u5982\uff0c\u5728\u4e0d\u8fdb\u884c\u65e5\u5fd7\u8f6e\u8f6c\u7684\u60c5\u51b5\u4e0b\u3002<\/p>\n<p>\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u53ef\u4ee5\u6839\u636e\u6587\u4ef6\u8def\u5f84\u548c\u65e5\u5fd7\u4f4d\u7f6e\uff08\u2252\u884c\u53f7\uff09\u521b\u5efa\u4e00\u4e2aID\u3002<\/p>\n<pre class=\"post-pre\"><code>\/var\/log\/foo\/2017-11-10.log  -&gt;  var_log_foo_2017-11-10_log_123456\r\n<\/code><\/pre>\n<p>\u5982\u679c\u6709\u53ef\u80fd\u5728\u53e6\u4e00\u4e2a\u4e3b\u673a\u4e0a\u51fa\u73b0\u76f8\u540c\u7684\u6587\u4ef6\u8def\u5f84\uff0c\u5c31\u6dfb\u52a0\u4e3b\u673a\u540d\u6216IP\u5730\u5740\u3002<\/p>\n<pre class=\"post-pre\"><code>host01:\/var\/log\/foo\/2017-11-10.log  -&gt;  host01_var_log_foo_2017-11-10_log_123456\r\nhost12:\/var\/log\/foo\/2017-11-10.log  -&gt;  host12_var_log_foo_2017-11-10_log_123456\r\n<\/code><\/pre>\n<p>\u5982\u679c\u5047\u8bbe\u4e3b\u673a\u6839\u636e\u65f6\u95f4\u800c\u589e\u51cf\uff0c\u5e76\u4e14\u6709\u53ef\u80fd\u51fa\u73b0\u76f8\u540c\u7684\u4e3b\u673a\u540d\u548c\u76f8\u540c\u7684IP\u5730\u5740\u591a\u6b21\uff0c\u90a3\u4e48\u5728\u67d0\u4e2a\u65f6\u95f4\u6bb5\u5185\u662f\u552f\u4e00\u7684\uff0c\u6240\u4ee5\u8981\u5728\u589e\u51cf\u4e0a\u52a0\u4e0a\u8db3\u591f\u77ed\u7684\u65f6\u95f4\uff08\u6bd4\u5982\u65e5\u671f\uff09\u6765\u533a\u5206\u3002<\/p>\n<pre class=\"post-pre\"><code>2017\/11\/10; host23:\/var\/log\/foo\/app.log  -&gt;  2017-11-10-host23_var_log_foo_app_log_123456\r\n2017\/11\/13; host23:\/var\/log\/foo\/app.log  -&gt;  2017-11-13-host23_var_log_foo_app_log_123456\r\n<\/code><\/pre>\n<p>\u63a5\u4e0b\u6765\uff0c\u8ba9\u6211\u4eec\u8003\u8651\u4e00\u79cd\u60c5\u51b5\uff0c\u5373\u5728\u76f8\u540c\u7684\u6587\u4ef6\u8def\u5f84\u4e0b\u653e\u7f6e\u4e0d\u540c\u7684\u65e5\u5fd7\u5b9e\u4f53\u3002\u4e0e\u4e4b\u524d\u7684\u60c5\u51b5\u76f8\u53cd\uff0c\u4f8b\u5982\uff0c\u5f53\u8fdb\u884c\u65e5\u5fd7\u8f6e\u8f6c\u65f6\u3002<\/p>\n<p>\u5373\u4f7f\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4e3a\u6bcf\u4e2a\u65f6\u95f4\u95f4\u9694\u6dfb\u52a0\u8db3\u591f\u5c0f\u7684\u65f6\u6bb5\u6807\u8bc6\u6765\u786e\u4fdd\u552f\u4e00\u6027\u3002<\/p>\n<pre class=\"post-pre\"><code>2017\/11\/10; host23:\/var\/log\/messages  -&gt;  2017-11-10-host23_var_log_messages_123456\r\n2017\/11\/13; host23:\/var\/log\/messages  -&gt;  2017-11-13-host23_var_log_messages_123456\r\n<\/code><\/pre>\n<p>\u7531\u65bcID\u7684\u9577\u5ea6\u6709\u9650\u5236\uff08\u53c3\u8003\uff1aElasticsearch\u8ad6\u58c7\uff09\uff0c\u6240\u4ee5\u53ef\u80fd\u9700\u8981\u7e2e\u77ed\u6587\u4ef6\u8def\u5f91\u6216\u4e3b\u6a5f\u540d\u7b49\uff0c\u4ee5\u78ba\u4fdd\u552f\u4e00\u6027\u4e0d\u53d7\u5f71\u97ff\u3002<\/p>\n<h2>\uff08\u53c2\u8003\uff09\u9700\u8981\u6ce8\u610f\u54c8\u5e0c\u503c\u7684\u78b0\u649e\u7387\u7684ID\u3002<\/h2>\n<p>\u7531\u4e8e\u54c8\u5e0c\u503c\u53ef\u80fd\u5b58\u5728\u51b2\u7a81\uff08\u5bf9\u4e8e\u4e0d\u540c\u7684\u8f93\u5165\u4ea7\u751f\u76f8\u540c\u7684\u8f93\u51fa\uff09\u7684\u53ef\u80fd\u6027\uff0c\u6240\u4ee5\u5728\u5c06\u5176\u7528\u4f5cID\u65f6\uff0c\u5fc5\u987b\u8003\u8651\u5230\u53ef\u80fd\u4f1a\u5bfc\u81f4\u65e5\u5fd7\u4e22\u5931\u7684\u60c5\u51b5\u3002<br \/>\n\u5982\u679c\u6bcf\u4e2a\u7d22\u5f15\u4e2d\u7684\u65e5\u5fd7\u6570\u91cf\u5f88\u5c11\uff0c\u53ef\u80fd\u53ef\u4ee5\u5c06\u5176\u89c6\u4e3a\u53ef\u4ee5\u5ffd\u7565\u7684\u6982\u7387\uff1b\u4f46\u662f\uff0c\u7531\u4e8e\u54c8\u5e0c\u4e0d\u53d1\u751f\u51b2\u7a81\u7684\u6982\u7387\u610f\u5916\u5730\u5f88\u5927\uff0c<br \/>\n\u5982\u679c\u7edd\u5bf9\u4e0d\u5141\u8bb8\u65e5\u5fd7\u4e22\u5931\u7684\u60c5\u51b5\uff0c\u5c31\u4e0d\u5e94\u8be5\u4f7f\u7528\u54c8\u5e0c\u503c\u3002<\/p>\n<p>\u9006\u800c\u8a00\u4e4b\uff0c\u5373\u4f7f\u5177\u5907\u8bbe\u8ba1ID\u6240\u9700\u7684\u5b8c\u6574\u4fe1\u606f\uff0c<br \/>\n\u5982\u679c\u5c06\u5176\u54c8\u5e0c\u5316\u800c\u4e0d\u4f7f\u7528ID\uff0c\u5bfc\u81f4\u78b0\u649e\uff0c\u90a3\u5c31\u592a\u53ef\u60dc\u4e86\u3002<br \/>\n\u54c8\u5e0c\u53ef\u4ee5\u5728\u6709\u4e00\u5b9a\u65e5\u5fd7\u4e22\u5931\u7684\u60c5\u51b5\u4e0b\u4f7f\u7528\uff0c\u9002\u7528\u4e8eID\u8bbe\u8ba1\u590d\u6742\u7684\u60c5\u51b5\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9996\u5148 \u5982\u679c\u4f60\u6709Elasticsearch\uff0c\u4f60\u53ef\u80fd\u60f3\u8981\u5c06\u65e5\u5fd7\u8bb0\u5f55\u5b8c\u6574\u5730\u5b58\u50a8\u4e0b\u6765\u3002 \u7531\u4e8e\u53ef\u4ee5\u7a0d\u540e\u8fdb\u884c\u89e3\u6790\uff0c\u6240\u4ee5\u53ea\u9700 [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-41139","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\/ 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