{"id":3220,"date":"2025-01-16T17:09:10","date_gmt":"2025-01-16T09:09:10","guid":{"rendered":"https:\/\/199604.com\/?p=3220"},"modified":"2025-01-16T17:09:10","modified_gmt":"2025-01-16T09:09:10","slug":"nginx%e6%97%a5%e5%bf%97%e4%bb%8ees%e6%9b%bf%e6%8d%a2%e5%88%b0doris%e8%ae%b0%e5%bd%95","status":"publish","type":"post","link":"https:\/\/199604.com\/3220","title":{"rendered":"Nginx\u65e5\u5fd7\u4ecees\u66ff\u6362\u5230Doris\u8bb0\u5f55"},"content":{"rendered":"

Nginx\u65e5\u5fd7\u4ecees\u66ff\u6362\u5230Doris\u8bb0\u5f55<\/h1>\n

\u524d\u8a00<\/h3>\n

\u751f\u4ea7\u73b0\u5728Nginx\u65e5\u5fd7\uff0c\u90fd\u662f\u901a\u8fc7filebeat+logstash\u6536\u96c6\u4e0e\u8f6c\u6362\u5230ES\u4e0a\uff0c\u5e76\u901a\u8fc7Grafana\u8fdb\u884c\u53ef\u89c6\u5316\u5c55\u793a\uff0c\u90e8\u7f72\u8be6\u60c5\u67e5\u770b\uff1aELK-\u5206\u6790Nginx\u65e5\u5fd7\u548cGrafana\u53ef\u89c6\u5316\u5c55\u793a<\/a><\/p>\n

\u73b0\u5728\u5b58\u5728\u4e00\u4e9b\u95ee\u9898\u5728\u4e8e\uff0cES\u5b58\u7684\u6570\u636e\u6682\u65f6\u672a\u8fdb\u884c\u538b\u7f29\uff0c\u4e14\u5176\u4ed6\u540c\u4e8b\u5b66\u4e60\u6210\u672c\u4e5f\u4f1a\u589e\u5927\uff08\u6682\u65f6\u53ea\u6709\u6211\u5728\u7ef4\u62a4\uff09\uff0c\u4e8e\u662f\u60f3\u7740\u5bf9es\u8fdb\u884c\u66ff\u6362\uff0c\u671f\u95f4\u4e5f\u9a8c\u8bc1\u8fc7ck\u6570\u636e\u5e93\uff0c\u4f46\u540e\u9762\u770b\u5230doris\u51fa\u4e86\u65e5\u5fd7\u5b58\u50a8\u4e0e\u5206\u6790<\/a>\u8fd9\u7bc7\u767d\u76ae\u4e66\u6587\u7ae0\uff0c\u5c31\u5f00\u59cb\u6253\u7b97\u6298\u817e\u4e00\u4e0b\u80fd\u4e0d\u80fdes\u66ff\u6362\u5230Doris\u3002\u6ca1\u60f3\u5230\u7ecf\u8fc7\u51e0\u5929\u7814\u7a76\u4e0e\u6298\u817e\u9a8c\u8bc1\u8fd8\u662f\u53ef\u884c\u7684\u3002\u800c\u5df2\u53ea\u662f\u7b80\u5355\u4fee\u6539logstash<\/code>\u914d\u7f6e\u5373\u53ef\u5165\u5e93\uff0c\u5f71\u54cd\u9762\u4e5f\u5f88\u5c0f\u3002<\/p>\n

\u64cd\u4f5c<\/h3>\n

\n \u8fc7\u7a0b\u53c2\u8003\u5b98\u65b9\u6587\u6863\uff1ahttps:\/\/doris.apache.org\/zh-CN\/docs\/log-storage-analysis<\/code>\n<\/p><\/blockquote>\n

\u73af\u5883\u51c6\u5907<\/h4>\n

\u53c2\u8003\uff1ahttps:\/\/199604.com\/3212<\/code>\u5feb\u901f\u90e8\u7f72<\/p>\n

\u56e0\u4fdd\u5bc6\u9700\u8981\uff0c\u53ea\u80fd\u5c55\u793a\u6d4b\u8bd5\u73af\u5883\uff0c\u6211\u6d4b\u8bd5\u73af\u5883\uff0c1\u53f0fe 2c6g,3\u53f0be 2c4g\uff08\u5176\u4e2d\u4e00\u53f0\u4e0efe\u5171\u7528\uff09,1\u53f0Doris Manager\u7ba1\u7406\u673a<\/p>\n

\"image-20250116160907476\"<\/div><\/p>\n

\u4f18\u5316 FE \u548c BE \u914d\u7f6e<\/h4>\n

\n \u53c2\u8003\uff1ahttps:\/\/doris.apache.org\/zh-CN\/docs\/log-storage-analysis#%E7%AC%AC-3-%E6%AD%A5%E4%BC%98%E5%8C%96-fe-%E5%92%8C-be-%E9%85%8D%E7%BD%AE<\/code>\n<\/p><\/blockquote>\n

\u56e0\u6682\u65f6\u8003\u8651\u51b7\u70ed\u5b58\u50a8\u6570\u636e\uff0c\u56e0\u6b64\u672a\u5bf9\u5b58\u50a8<\/code>\u53c2\u6570\u8fdb\u884c\u4f18\u5316\u3002<\/p>\n

\u5efa\u8868<\/h4>\n

\u56e0\u6682\u65f6\u8003\u8651\u51b7\u70ed\u5b58\u50a8\u6570\u636e\uff0c\u4e14\u6682\u65f6\u672a\u4f7f\u7528\u4e91\u76d8\uff0c\u56e0\u6b64\u4e0e\u5b98\u65b9\u6587\u6863\u5efa\u8868\u6709\u51fa\u5165\uff0c\u53ef\u81ea\u884c\u5224\u65ad\u3002<\/p>\n

CREATE DATABASE log_db;\nUSE log_db;\nCREATE TABLE logstash_nginx_log\n(\n  `ts` DATETIME,\n  `args` TEXT,\n  `client_ip` TEXT,\n  `domain` TEXT,\n  `file_dir` TEXT,\n  `filetype` TEXT,\n  `geoip.city_name` TEXT,\n  `geoip.coordinates` TEXT,\n  `geoip.country_name` TEXT,\n  `geoip.ip` TEXT,\n  `geoip.location.lat` DOUBLE,\n  `geoip.location.lon` DOUBLE,\n  `geoip.region_name` TEXT,\n  `host.name` TEXT,\n  `http_user_agent` TEXT,\n  `log.file.path` TEXT,\n  `log.offset` TEXT,\n  `protocol` TEXT,\n  `referer` TEXT,\n  `request_body` TEXT,\n  `request_length` int,\n  `request_method` TEXT,\n  `responsetime` FLOAT,\n  `server_ip` TEXT,\n  `size` int,\n  `status` int,\n  `tags` TEXT,\n  `type` TEXT,\n  `ua.device` TEXT,\n  `ua.name` TEXT,\n  `ua.os` TEXT,\n  `ua.os_full` TEXT,\n  `ua.os_name` TEXT,\n  `ua.os_version` TEXT,\n  `ua.version` TEXT,\n  `upstreamhost` TEXT,\n  `upstreamtime` FLOAT,\n  `url` TEXT,\n  `xff` TEXT\n)\nENGINE = OLAP\nDUPLICATE KEY(`ts`)\nPARTITION BY RANGE(`ts`) ()\nDISTRIBUTED BY RANDOM BUCKETS 30\nPROPERTIES (\n  \"compression\" = \"zstd\", -- \u4f7f\u7528 zstd \u538b\u7f29\u7b97\u6cd5\u63d0\u9ad8\u6570\u636e\u538b\u7f29\u7387\u3002\n  \"compaction_policy\" = \"time_series\", -- \u7b56\u7565\u662f\u4e3a\u65e5\u5fd7\u3001\u65f6\u5e8f\u7b49\u573a\u666f\u4f18\u5316\u7684\u7b56\u7565\n  \"dynamic_partition.enable\" = \"true\", -- \u662f\u5426\u5f00\u542f\u52a8\u6001\u5206\u533a\u7279\u6027\n  \"dynamic_partition.create_history_partition\" = \"true\", -- \u81ea\u52a8\u5efa\u7acb\u5386\u53f2\u5206\u533a\n  \"dynamic_partition.time_unit\" = \"DAY\", -- \u52a8\u6001\u5206\u533a\u8c03\u5ea6\u7684\u5355\u4f4d\n  \"dynamic_partition.prefix\" = \"p\", -- \u52a8\u6001\u521b\u5efa\u7684\u5206\u533a\u540d\u524d\u7f00\u3002\n  \"dynamic_partition.start\" = \"-100\", -- \u52a8\u6001\u5206\u533a\u7684\u8d77\u59cb\u504f\u79fb\n  \"dynamic_partition.end\" = \"1\", -- \u52a8\u6001\u5206\u533a\u7684\u7ed3\u675f\u504f\u79fb\n  \"dynamic_partition.buckets\" = \"30\", -- \u52a8\u6001\u521b\u5efa\u7684\u5206\u533a\u6240\u5bf9\u5e94\u7684\u5206\u6876\u6570\u91cf\u3002\n  \"dynamic_partition.replication_num\" = \"2\", -- \u5b58\u7b97\u5206\u79bb\u4e0d\u9700\u8981\n  \"replication_num\" = \"2\" -- \u5b58\u7b97\u5206\u79bb\u4e0d\u9700\u8981\n);\n<\/code><\/pre>\n
\u91c7\u96c6\u65e5\u5fd7<\/h4>\n
\u540e\u9762\u4f7f\u7528filebeat logstash<\/code>\u7684\u7248\u672c\u90fd\u662f\uff1a7.17.27<\/code><\/p>\n
**\u5bf9\u63a5 filebeat **<\/h5>\n
\u56e0filebeat\u5f71\u54cd\u4e0d\u5927\uff0c\u4e0eelk\u4e4b\u524d\u914d\u7f6e\u4e00\u81f4\u3002\u81ea\u884c\u68c0\u67e5\uff1aoutput.logstash<\/code>\u4e0bhosts\u914d\u7f6e<\/p>\n
name: \"192.168.111.105\"\n\ntags: [\"192.168.111.105\",\"nginx\"]\n\nfilebeat.inputs:\n  - type: log\n    enabled: true\n    paths:\n      - \"\/AppHome\/components\/nginx\/logs\/access.log\"\n\n    fields:\n      filetype: nginx\n    fields_under_root: true\n\n    json.keys_under_root: true\n    json.overwrite_keys: true\n    json.add_error_key: true\n\noutput.logstash:\n  hosts: [\"192.168.111.150:5044\"]\n\n# \u6ca1\u6709\u65b0\u65e5\u5fd7\u91c7\u96c6\u540e\u591a\u957f\u65f6\u95f4\u5173\u95ed\u6587\u4ef6\u53e5\u67c4\uff0c\u9ed8\u8ba45\u5206\u949f\uff0c\u8bbe\u7f6e\u62101\u5206\u949f\uff0c\u52a0\u5feb\u6587\u4ef6\u53e5\u67c4\u5173\u95ed\nclose_inactive: 1m\n\n# \u4f20\u8f93\u4e863h\u540e\u6ca1\u6709\u4f20\u8f93\u5b8c\u6210\u7684\u8bdd\u5c31\u5f3a\u884c\u5173\u95ed\u6587\u4ef6\u53e5\u67c4\uff0c\u8fd9\u4e2a\u914d\u7f6e\u9879\u662f\u89e3\u51b3\u4ee5\u4e0a\u6848\u4f8b\u95ee\u9898\u7684key point\nclose_timeout: 3h\n\n# \u8fd9\u4e2a\u914d\u7f6e\u9879\u4e5f\u5e94\u8be5\u914d\u7f6e\u4e0a\uff0c\u9ed8\u8ba4\u503c\u662f0\u8868\u793a\u4e0d\u6e05\u7406\uff0c\u4e0d\u6e05\u7406\u7684\u610f\u601d\u662f\u91c7\u96c6\u8fc7\u7684\u6587\u4ef6\u63cf\u8ff0\u5728registry\u6587\u4ef6\u91cc\u6c38\u4e0d\u6e05\u7406\uff0c\u5728\u8fd0\u884c\u4e00\u6bb5\u65f6\u95f4\u540e\uff0cregistry\u4f1a\u53d8\u5927\uff0c\u53ef\u80fd\u4f1a\u5e26\u6765\u95ee\u9898\nclean_inactive: 72h\n\n# \u8bbe\u7f6e\u4e86clean_inactive\u540e\u5c31\u9700\u8981\u8bbe\u7f6eignore_older\uff0c\u4e14\u8981\u4fdd\u8bc1ignore_older < clean_inactive\nignore_older: 70h\n\n# \u9650\u5236 CPU\u548c\u5185\u5b58\u8d44\u6e90\nmax_procs: 1 # \u9650\u5236\u4e00\u4e2aCPU\u6838\u5fc3,\u907f\u514d\u8fc7\u591a\u62a2\u5360\u4e1a\u52a1\u8d44\u6e90\nqueue.mem.events: 256 # \u5b58\u50a8\u4e8e\u5185\u5b58\u961f\u5217\u7684\u4e8b\u4ef6\u6570\uff0c\u6392\u961f\u53d1\u9001 (\u9ed8\u8ba44096)\nqueue.mem.flush.min_events: 128 # \u5c0f\u4e8e queue.mem.events ,\u589e\u52a0\u6b64\u503c\u53ef\u63d0\u9ad8\u541e\u5410\u91cf (\u9ed8\u8ba4\u503c2048)\n\n<\/code><\/pre>\n
\u8fd0\u884c\uff1a\/AppHome\/filebeat-7.17.27-linux-x86_64\/filebeat -e -c filebeat.yml<\/code><\/p>\n
\u5bf9\u63a5 Logstash<\/strong><\/h5>\n
\n  \u53c2\u8003\uff1ahttps:\/\/doris.incubator.apache.org\/zh-CN\/docs\/ecosystem\/logstash<\/code>\n<\/p><\/blockquote>\n
\u53ef\u4ee5\u4ece\u5b98\u7f51\u4e0b\u8f7d\u6216\u8005\u81ea\u884c\u4ece\u6e90\u7801\u7f16\u8bd1 Logstash Doris output plugin\u3002<\/p>\n
    \n
  • \u4ece\u5b98\u7f51\u4e0b\u8f7d\n
      \n
    • \u4e0d\u5305\u542b\u4f9d\u8d56\u7684\u5b89\u88c5\u5305 https:\/\/apache-doris-releases.oss-accelerate.aliyuncs.com\/logstash-output-doris-1.0.0.gem<\/li>\n
    • \u5305\u542b\u4f9d\u8d56\u7684\u5b89\u88c5\u5305 https:\/\/apache-doris-releases.oss-accelerate.aliyuncs.com\/logstash-output-doris-1.0.0.zip<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
      \u5b89\u88c5\u63d2\u4ef6<\/h6>\n
        \n
      • \u666e\u901a\u5b89\u88c5<\/li>\n<\/ul>\n
        ${LOGSTASH_HOME} \u662f Logstash \u7684\u5b89\u88c5\u76ee\u5f55\uff0c\u8fd0\u884c\u5b83\u4e0b\u9762\u7684 bin\/logstash-plugin \u547d\u4ee4\u5b89\u88c5\u63d2\u4ef6<\/p>\n
        ${LOGSTASH_HOME}\/bin\/logstash-plugin install logstash-output-doris-1.0.0.gem\n\nValidating logstash-output-doris-1.0.0.gem\nInstalling logstash-output-doris\nInstallation successful\n<\/code><\/pre>\n
        \u666e\u901a\u5b89\u88c5\u6a21\u5f0f\u4f1a\u81ea\u52a8\u5b89\u88c5\u63d2\u4ef6\u4f9d\u8d56\u7684 ruby \u6a21\u5757\uff0c\u5bf9\u4e8e\u7f51\u7edc\u4e0d\u901a\u7684\u60c5\u51b5\u4f1a\u5361\u4f4f\u65e0\u6cd5\u5b8c\u6210\uff0c\u8fd9\u79cd\u60c5\u51b5\u4e0b\u53ef\u4ee5\u4e0b\u8f7d\u5305\u542b\u4f9d\u8d56\u7684zip\u5b89\u88c5\u5305\u8fdb\u884c\u5b8c\u5168\u79bb\u7ebf\u5b89\u88c5\uff0c\u6ce8\u610f\u9700\u8981\u7528 file:\/\/ \u6307\u5b9a\u672c\u5730\u6587\u4ef6\u7cfb\u7edf\u3002<\/p>\n
          \n
        • \u79bb\u7ebf\u5b89\u88c5<\/li>\n<\/ul>\n
          ${LOGSTASH_HOME}\/bin\/logstash-plugin install file:\/\/\/tmp\/logstash-output-doris-1.0.0.zip\n\nInstalling file: logstash-output-doris-1.0.0.zip\nResolving dependencies.........................\nInstall successful\n<\/code><\/pre>\n
          Logstash \u914d\u7f6e<\/strong><\/h6>\n
          \u4fee\u6539${LOGSTASH_HOME}\/config\/logstash.yml<\/code> \u6587\u4ef6<\/p>\n
          http.host: \"0.0.0.0\"\npath.config: \/opt\/logstash-7.17.27\/config\/pipeline\/\nconfig.reload.automatic: true\nconfig.reload.interval: 300s\n#pipeline.batch.size: 500\n#pipeline.batch.delay: 200\npipeline.batch.size: 1000000\npipeline.batch.delay: 10000\n<\/code><\/pre>\n
          \n  path.config: \/opt\/logstash-7.17.27\/config\/pipeline\/<\/code> \u4e3aLOGSTASH\u7684\u670d\u52a1\u76ee\u5f55\u4e0b\uff0c\u81ea\u884c\u4fee\u6539\n<\/p><\/blockquote>\n
          \u65b0\u589e\u914d\u7f6e\u6587\u4ef6logstash_nginx_doris_log.conf<\/code><\/p>\n
          mkdir -p \/opt\/logstash-7.17.27\/config\/pipeline\/\ntouch logstash_nginx_doris_log.conf\n\n# \u5185\u5bb9\u5982\u4e0b\uff1a\ninput {\n  beats {\n    type => \"beat-nginx-logs\"\n    port => 5044\n    codec => json\n    client_inactivity_timeout => 3600\n  }\n}\n\nfilter {\n  if [type] == \"beat-nginx-logs\" {\n    # nginx \u65e5\u5fd7\n    if [xff] != \"\" {\n      geoip {\n        target => \"geoip\"\n        source => \"xff\"\n        database => \"\/usr\/share\/logstash\/GeoLite2-City.mmdb\"\n        add_field => [ \"[geoip][coordinates]\", \"%{[geoip][longitude]}\" ]\n        add_field => [ \"[geoip][coordinates]\", \"%{[geoip][latitude]}\" ]\n        remove_field => [\"[geoip][latitude]\", \"[geoip][longitude]\", \"[geoip][country_code]\", \"[geoip][country_code2]\", \"[geoip][country_code3]\", \"[geoip][timezone]\", \"[geoip][continent_code]\", \"[geoip][region_code]\"]\n      }\n    } else {\n      geoip {\n        target => \"geoip\"\n        source => \"client_ip\"\n        database => \"\/usr\/share\/logstash\/GeoLite2-City.mmdb\"\n        add_field => [ \"[geoip][coordinates]\", \"%{[geoip][longitude]}\" ]\n        add_field => [ \"[geoip][coordinates]\", \"%{[geoip][latitude]}\" ]\n        remove_field => [\"[geoip][latitude]\", \"[geoip][longitude]\", \"[geoip][country_code]\", \"[geoip][country_code2]\", \"[geoip][country_code3]\", \"[geoip][timezone]\", \"[geoip][continent_code]\", \"[geoip][region_code]\"]\n      }\n    }\n\n    mutate {\n      convert => [ \"size\", \"integer\" ]\n      convert => [ \"status\", \"integer\" ]\n      convert => [ \"responsetime\", \"float\" ]\n      convert => [ \"[geoip][coordinates]\", \"float\" ]\n      remove_field => [ \"ecs\", \"agent\", \"cloud\", \"@version\", \"input\" ]\n    }\n\n    useragent {\n      source => \"http_user_agent\"\n      target => \"ua\"\n      remove_field => [ \"[ua][minor]\", \"[ua][major]\", \"[ua][build]\", \"[ua][patch]\", \"[ua][os_minor]\", \"[ua][os_major]\" ]\n    }\n\n    # \u5904\u7406\u7a7a\u503c\u5e76\u8bbe\u7f6e\u9ed8\u8ba4\u503c\n    ruby {\n      code => \"\n        event.set('[geoip][ip]', event.get('[geoip][ip]') || '')\n        event.set('[geoip][city_name]', event.get('[geoip][city_name]') || 'Unknown')\n        event.set('[geoip][coordinates]', event.get('[geoip][coordinates]') || [0.0, 0.0])\n        event.set('[geoip][country_name]', event.get('[geoip][country_name]') || 'Unknown')\n        event.set('[geoip][location][lat]', event.get('[geoip][location][lat]') || 0.0)\n        event.set('[geoip][location][lon]', event.get('[geoip][location][lon]') || 0.0)\n        event.set('[geoip][region_name]', event.get('[geoip][region_name]') || 'Unknown')\n      \"\n    }\n\n    # \u5904\u7406\u7a7a\u503c\u5e76\u8bbe\u7f6e\u9ed8\u8ba4\u503c\n    # if ![geoip][ip] {\n      # mutate {\n        # add_field => { \"[geoip][ip]\" => \"\" }\n      # }\n    # }\n\n    # if ![geoip][city_name] {\n      # mutate {\n        # add_field => { \"[geoip][city_name]\" => \"Unknown\" }\n      # }\n    # }\n\n    # if ![geoip][coordinates] {\n      # mutate {\n        # add_field => { \"[geoip][coordinates]\" => [0.0, 0.0] }\n      # }\n    # }\n\n    # if ![geoip][country_name] {\n      # mutate {\n        # add_field => { \"[geoip][country_name]\" => \"Unknown\" }\n      # }\n    # }\n\n    # if ![geoip][location][lat] {\n      # mutate {\n        # add_field => { \"[geoip][location][lat]\" => 0.0 }\n      # }\n    # }\n\n    # if ![geoip][location][lon] {\n      # mutate {\n        # add_field => { \"[geoip][location][lon]\" => 0.0 }\n      # }\n    # }\n\n    # if ![geoip][region_name] {\n      # mutate {\n        # add_field => { \"[geoip][region_name]\" => \"Unknown\" }\n      # }\n    # }\n\n  }\n}\n\noutput {\n  if [type] == \"beat-nginx-logs\" {\n    doris {  \n      http_hosts => [\"http:\/\/192.168.111.151:8030\"]   \n      user => \"root\"  \n      password => \"root@123\"  \n      db => \"log_db\"  \n      table => \"logstash_nginx_log\"  \n\n      headers => {  \n        \"format\" => \"json\"  \n        \"read_json_by_line\" => \"true\"  \n        \"load_to_single_tablet\" => \"true\"  \n      }\n\n      mapping => {\n        \"ts\" => \"%{@timestamp}\"\n        \"args\" => \"%{args}\"\n        \"client_ip\" => \"%{client_ip}\"\n        \"domain\" => \"%{domain}\"\n        \"file_dir\" => \"%{file_dir}\"\n        \"filetype\" => \"%{filetype}\"\n        \"geoip.ip\" => \"%{[geoip][ip]}\"\n        \"geoip.city_name\" => \"%{[geoip][city_name]}\"\n        \"geoip.coordinates\" => \"%{[geoip][coordinates]}\"\n        \"geoip.country_name\" => \"%{[geoip][country_name]}\"\n        \"geoip.location.lat\" => \"%{[geoip][location][lat]}\"\n        \"geoip.location.lon\" => \"%{[geoip][location][lon]}\"\n        \"geoip.region_name\" => \"%{[geoip][region_name]}\"\n        \"host.name\" => \"%{[host][name]}\"\n        \"http_user_agent\" => \"%{http_user_agent}\"\n        \"log.file.path\" => \"%{[log][file][path]}\" \n        \"log.offset\" => \"%{[log][offset]}\"\n        \"protocol\" => \"%{protocol}\"\n        \"referer\" => \"%{referer}\"\n        \"request_body\" => \"%{request_body}\"\n        \"request_length\" => \"%{request_length}\"\n        \"request_method\" => \"%{request_method}\"\n        \"responsetime\" => \"%{responsetime}\"\n        \"server_ip\" => \"%{server_ip}\"\n        \"size\" => \"%{size}\"\n        \"status\" => \"%{status}\"\n        \"tags\" => \"%{tags}\"\n        \"type\" => \"%{type}\"\n        \"ua.device\" => \"%{[ua][device]}\"\n        \"ua.name\" => \"%{[ua][name]}\"\n        \"ua.os\" => \"%{[ua][os]}\"\n        \"ua.os_full\" => \"%{[ua][os_full]}\"\n        \"ua.os_name\" => \"%{[ua][os_name]}\"\n        \"ua.os_version\" => \"%{[ua][os_version]}\"\n        \"ua.version\" => \"%{[ua][version]}\"\n        \"upstreamhost\" => \"%{upstreamhost}\"\n        \"upstreamtime\" => \"%{upstreamtime}\"\n        \"url\" => \"%{url}\"\n        \"xff\" => \"%{xff}\"\n      }\n\n      log_request => true  \n      log_speed_interval => 10  \n    }\n  } else {\n    stdout { }\n  }\n}\n<\/code><\/pre>\n
          \u8fd0\u884c Logstash<\/strong><\/h6>\n
          .\/bin\/logstash -f \/opt\/logstash-7.17.27\/config\/pipeline\/logstash_nginx_doris_log.conf\n<\/code><\/pre>\n
          \"image-20250116162919173\"<\/div><\/p>\n
          \u67e5\u8be2\u548c\u5206\u6790\u65e5\u5fd7<\/h4>\n
          \"image-20250116165854335\"<\/div><\/p>\n
          \u4f7f\u7528webui\u53ef\u89c6\u5316\u65e5\u5fd7\u5206\u6790<\/strong><\/h4>\n
          \u56e0\u4e3awebui\u5305\u542b\u7c7b Kibana Discover \u7684\u65e5\u5fd7\u68c0\u7d22\u5206\u6790\u754c\u9762\uff0c\u63d0\u4f9b\u76f4\u89c2\u3001\u6613\u7528\u7684\u63a2\u7d22\u5f0f\u65e5\u5fd7\u5206\u6790\u4ea4\u4e92\u3002<\/p>\n
          \"image-20250116165950722\"<\/div><\/p>\n
          \n  \u81f3\u6b64\uff0c\u66ff\u6362es\u6570\u636e\u5e93\uff0c\u6210\u529f\u628aelk\u6a21\u5f0f\u66ff\u6362\u5230filebeat+logstash\uff0c\u5165\u5230doris\u6570\u636e\u5e93\uff0c\u5e76\u901a\u8fc7webui\u66ff\u6362Kibana Discover \u7684\u65e5\u5fd7\u68c0\u7d22\u5206\u6790\u3002\n<\/p><\/blockquote>\n
          \u53c2\u8003<\/h3>\n
          1.https:\/\/doris.incubator.apache.org\/zh-CN\/docs\/ecosystem\/logstash<\/code><\/p>\n
          2.https:\/\/doris.apache.org\/zh-CN\/docs\/log-storage-analysis<\/code><\/p>\n","protected":false},"excerpt":{"rendered":"
          Nginx\u65e5\u5fd7\u4ecees\u66ff\u6362\u5230Doris\u8bb0\u5f55 \u524d\u8a00 \u751f\u4ea7\u73b0\u5728Nginx\u65e5\u5fd7\uff0c\u90fd\u662f\u901a\u8fc7filebeat+logsta […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[541],"tags":[542,363,537,215],"class_list":["post-3220","post","type-post","status-publish","format-standard","hentry","category-doris","tag-doris","tag-elk","tag-es","tag-nginx"],"_links":{"self":[{"href":"https:\/\/199604.com\/wp-json\/wp\/v2\/posts\/3220","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/199604.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/199604.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/199604.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/199604.com\/wp-json\/wp\/v2\/comments?post=3220"}],"version-history":[{"count":1,"href":"https:\/\/199604.com\/wp-json\/wp\/v2\/posts\/3220\/revisions"}],"predecessor-version":[{"id":3221,"href":"https:\/\/199604.com\/wp-json\/wp\/v2\/posts\/3220\/revisions\/3221"}],"wp:attachment":[{"href":"https:\/\/199604.com\/wp-json\/wp\/v2\/media?parent=3220"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/199604.com\/wp-json\/wp\/v2\/categories?post=3220"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/199604.com\/wp-json\/wp\/v2\/tags?post=3220"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}