{"id":41013,"date":"2023-07-20T12:15:26","date_gmt":"2023-07-20T13:26:40","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8docker-compose%e6%9e%84%e5%bb%baembulk%e3%80%81elasticsearch%e5%92%8ckibana%e7%8e%af%e5%a2%83%e3%80%82\/"},"modified":"2024-04-30T14:27:37","modified_gmt":"2024-04-30T06:27:37","slug":"%e4%bd%bf%e7%94%a8docker-compose%e6%9e%84%e5%bb%baembulk%e3%80%81elasticsearch%e5%92%8ckibana%e7%8e%af%e5%a2%83%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8docker-compose%e6%9e%84%e5%bb%baembulk%e3%80%81elasticsearch%e5%92%8ckibana%e7%8e%af%e5%a2%83%e3%80%82\/","title":{"rendered":"\u4f7f\u7528Docker-compose\u6784\u5efaEmbulk\u3001Elasticsearch\u548cKibana\u73af\u5883"},"content":{"rendered":"<p>\u5728\u8fdb\u884c\u6570\u636e\u5206\u6790\u65f6\uff0c\u4e0d\u53ef\u907f\u514d\u9700\u8981\u7684\u662f\u6570\u636e\u5206\u6790\u57fa\u7840\u8bbe\u65bd\u3002<br \/>\n\u5bf9\u4e8e\u6570\u636e\u5206\u6790\u5458\u6765\u8bf4\uff0c\u5e0c\u671b\u80fd\u591f\u6784\u5efa\u4e00\u4e2a\u80fd\u591f\u5c3d\u91cf\u4e13\u6ce8\u4e8e\u5206\u6790\u5de5\u4f5c\u800c\u4e0d\u7528\u82b1\u8d39\u592a\u591a\u65f6\u95f4\u5728\u6570\u636e\u5904\u7406\u548c\u5236\u4f5c\u7cbe\u7f8e\u62a5\u544a\u4e0a\u7684\u73af\u5883\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u6211\u8bd5\u7740\u5efa\u7acb\u4e86\u8d77\u6765\u3002<\/p>\n<p>\u203b\u6b64\u6587\u7ae0\u662f\u6211\u4e3a\u4e2a\u4eba\u5907\u5fd8\u5f55\u800c\u5199\u7684\u3002\u5f53\u672c\u4eba\u4e09\u4e2a\u6708\u540e\u518d\u6b21\u8bfb\u5230\u65f6\uff0c\u53d1\u73b0\u5b83\u6beb\u65e0\u610f\u4e49\uff0c\u53ef\u4ee5\u60f3\u8c61\u3002\u3002\u3002<\/p>\n<h2>\u5efa\u7acb\u73af\u5883<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Mac (macOS High Siera)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Docker for mac [Version 18.06.0-ce-mac70 (26399)]<\/ul>\n<h2>\u5efa\u9020\u4e4b\u7269<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Embulk (ver 0.9.7)<\/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\">elasticsearch (ver 6.3.2)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">kibana (ver 6.3.2)<\/ul>\n<h2>Docker-compose : Docker\u7ec4\u5408<\/h2>\n<h3>\u7ec4\u6210<\/h3>\n<p>\u8bf7\u53c2\u8003https:\/\/github.com\/k-ken-t4g\/docker-compose-EEK\u4ee5\u83b7\u53d6\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f\u3002<\/p>\n<pre class=\"post-pre\"><code>.\r\n\u251c\u2500\u2500 docker-compose.yml\r\n\u251c\u2500\u2500embulk\r\n\u2502   \u2514\u2500\u2500 Dockerfile-embulk\r\n\u251c\u2500\u2500 elasticsearch\r\n\u2502   \u2514\u2500\u2500 nikkeiTemplate.json #nikkei225.csv\u306eMapping Template\u8a2d\u5b9a\r\n\u2514\u2500\u2500 log\r\n    \u251c\u2500\u2500 nikkei225.csv # elasticsearch\u306b\u5165\u308c\u305f\u3044csv\r\n    \u251c\u2500\u2500 config.yml # embulk\u3067nikkei225.csv\u3092\u53d6\u308a\u8fbc\u3080\u305f\u3081\u306e\u8a2d\u5b9a\r\n    \u2514\u2500\u2500 seed.yml # config.yml\u306e\u81ea\u52d5\u751f\u6210\u5143\u30d5\u30a1\u30a4\u30eb\r\n<\/code><\/pre>\n<h3>docker-compose.yml \u6587\u4ef6<\/h3>\n<p>\u4ee5\u4e0b\u7684Docker-Hub\u4e0a\u5b58\u5728\u4e00\u4e2a\u540c\u540d\u7684\u955c\u50cf\uff0c\u4f46\u662f\u88ab\u8ba4\u4e3a\u662f\u4e0d\u63a8\u8350\u4f7f\u7528\u7684\u3002\u5728\u8fc7\u53bb\u7684Qiita\u6587\u7ae0\u4e2d\uff0c\u4e5f\u53ef\u80fd\u4f7f\u7528\u4e86\u4ee5\u4e0b\u7684\u955c\u50cf\u3002<br \/>\n&#8211; https:\/\/hub.docker.com\/_\/elasticsearch\/<br \/>\n&#8211; https:\/\/hub.docker.com\/_\/kibana\/<\/p>\n<p>\u8fd9\u6b21\u6211\u4eec\u6b63\u5728\u4f7f\u7528Elastic\u793e\u7684Docker\u6ce8\u518c\u8868\uff08https:\/\/www.docker.elastic.co\uff09\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u53c2\u8003\uff1a<br \/>\n&#8211; \u5728Docker\u5bb9\u5668\u4e4b\u95f4\u5b9e\u73b0\u53cc\u5411\u901a\u4fe1<br \/>\n&#8211; \u4f7f\u7528Docker\u5b89\u88c5Elasticsearch<br \/>\n&#8211; \u5728Docker\u4e0a\u8fd0\u884cKibana<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">2'<\/span>\r\n<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:6.3.2<\/span>\r\n    <span class=\"na\">expose<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"m\">9200<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">9200:9200\"<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">9300:9300\"<\/span>\r\n    <span class=\"na\">tty<\/span><span class=\"pi\">:<\/span> <span class=\"no\">true<\/span>\r\n    <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"s\">discovery.type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">single-node<\/span>\r\n\r\n  <span class=\"na\">kibana<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">image<\/span><span class=\"pi\">:<\/span> <span class=\"s\">docker.elastic.co\/kibana\/kibana:6.3.2<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">5601:5601\"<\/span>\r\n    <span class=\"na\">depends_on<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">elasticsearch<\/span>\r\n    <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">ELASTICSEARCH_URL<\/span><span class=\"pi\">:<\/span> <span class=\"s\">http:\/\/elasticsearch:9200<\/span>\r\n\r\n  <span class=\"na\">embulk<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">.\/log:\/root\/logs<\/span>\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">context <\/span><span class=\"pi\">:<\/span> <span class=\"s\">.\/embulk<\/span>\r\n      <span class=\"na\">dockerfile<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Dockerfile-embulk<\/span>\r\n    <span class=\"na\">tty<\/span><span class=\"pi\">:<\/span> <span class=\"no\">true<\/span>\r\n<\/code><\/pre>\n<h3>Embulk\uff08\u6570\u636e\u5bfc\u5165\u548c\u5bfc\u51fa\u5de5\u5177\uff09<\/h3>\n<p>\u7531\u4e8eEmbulk\u6ca1\u6709\u5b98\u65b9\u7684Docker\u955c\u50cf\uff0c\u6211\u4eec\u53c2\u8003\u4e86&#8221;Embulk\u306eDocker\u30b3\u30f3\u30c6\u30ca\u3092\u4f5c\u3063\u3066\u307f\u308b&#8221;\u4e00\u6587\u8fdb\u884c\u6784\u5efa\u3002\u4e0e\u53c2\u8003\u6587\u7ae0\u7684\u4e0d\u540c\u4e4b\u5904\u6709\u4ee5\u4e0b\u4e09\u70b9\uff1a<br \/>\n&#8211; \u5f15\u5165\u4e86embulk-output-elasticsearch\u63d2\u4ef6<br \/>\n&#8211; \u5c1d\u8bd5\u5f15\u5165\u4e86digdag\uff08\u4f46\u5728\u64cd\u4f5c\u8fc7\u7a0b\u4e2d\u9047\u5230\u4e86\u4e00\u4e9b\u9ebb\u70e6\uff0c\u6240\u4ee5\u5c06\u5176\u6ce8\u91ca\u6389\uff09<br \/>\n&#8211; \u521b\u5efa\u4e86\u7528\u4e8e\u6302\u8f7d\u7684\u76ee\u5f55\u3002<\/p>\n<pre class=\"post-pre\"><code>FROM java:8\r\n\r\n# system update\r\nRUN apt-get -y update &amp;&amp; apt-get -y upgrade &amp;&amp; \\\r\n    apt-get install -y --no-install-recommends jruby\r\n# locale\uff08\u4efb\u610f\uff09\r\nRUN apt-get -y install locales &amp;&amp; \\\r\n    localedef -f UTF-8 -i ja_JP ja_JP.UTF-8\r\nENV LANG ja_JP.UTF-8\r\nENV LANGUAGE ja_JP:ja\r\nENV LC_ALL ja_JP.UTF-8\r\n\r\n# timezone (Asia\/Tokyo)\r\nENV TZ JST-9\r\n\r\n# etc\r\nENV TERM xterm\r\n\r\n# tools\r\nRUN apt-get install -y vim git zip unzip less wget\r\n\r\n# embulk\r\nRUN curl -o \/usr\/local\/bin\/embulk --create-dirs -L \"http:\/\/dl.embulk.org\/embulk-latest.jar\" &amp;&amp; \\\r\n    chmod +x \/usr\/local\/bin\/embulk\r\n\r\n# Get Digdag and create new user \"digdag\"\r\n#RUN curl -o \/usr\/local\/bin\/digdag --create-dirs -L \"https:\/\/dl.digdag.io\/digdag-latest\" #&amp;&amp; \\\r\n#    chmod +x \/usr\/local\/bin\/digdag &amp;&amp; \\\r\n#    apt-get clean &amp;&amp; rm -rf \/var\/cache\/apt\/archives\/* \/var\/lib\/apt\/lists\/* &amp;&amp; \\\r\n#    adduser --shell \/sbin\/nologin --disabled-password --gecos \"\" digdag\r\n\r\n#Get Embulk Plugins\r\nRUN  embulk gem install embulk-output-elasticsearch\r\n\r\nWORKDIR \/root\r\n\r\nRUN mkdir \/root\/logs\r\n<\/code><\/pre>\n<h3>\u203b\u9644\u52a0\u8bf4\u660e\uff082019\/07\/17\uff09<\/h3>\n<p>\u6839\u636e\u60f3\u8981\u9009\u62e9\u6700\u5408\u9002\u7684Java Docker\u955c\u50cf\uff0c<\/p>\n<blockquote><p>\u4ee5\u524d\uff0c\u5728 Docker Hub \u4e0a\u63d0\u4f9b\u4e86 java \u7684\u5b58\u50a8\u5e93\uff0c\u4f46\u662f\u8be5\u5b58\u50a8\u5e93\u5df2\u7ecf\u88ab\u5e9f\u5f03\u3002\u73b0\u5728\u7684\u5b58\u50a8\u5e93\u662f openjdk\u3002<\/p><\/blockquote>\n<p>\u5f53\u9605\u8bfbOpenJDK\u7684Dockerfile\u65f6\uff0c\u4f3c\u4e4e\u9700\u8981\u4f7f\u7528set -eux\u4f5c\u4e3a\u524d\u8a00\u6765\u6267\u884capt-get\uff08\u5c3d\u7ba1\u539f\u56e0\u4e0d\u592a\u6e05\u695a\uff09\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u60c5\u51b5\u4f1a\u53d8\u6210\u8fd9\u6837\u7684\u611f\u89c9\u3002<\/p>\n<pre class=\"post-pre\"><code>FROM openjdk:8\r\n\r\n##\u3000\u7701\u7565\r\n\r\nRUN set -eux; \\\r\n     apt-get -y update &amp;&amp; apt-get -y upgrade ;\\\r\n     apt-get install -y --no-install-recommends jruby\r\n<\/code><\/pre>\n<h2>\u5f00\u673a<\/h2>\n<p>\u53ea\u9700\u8fdb\u5165docker-compose-EEK\u76ee\u5f55\u5e76\u4f7f\u7528docker-compose\u542f\u52a8\uff0c\u5373\u53ef\u542f\u52a8\u73af\u5883\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>docker-compose up <span class=\"nt\">--build<\/span>\r\n<\/code><\/pre>\n<h2>\u7528\u6cd5.<\/h2>\n<p>\u5c06\u8981\u63a8\u9001\u5230elasticsearch\u7684\u6570\u636e\u7684CSV\u6587\u4ef6\u653e\u7f6e\u5728log\u6587\u4ef6\u5939\u4e2d\uff0c\u5e76\u4eceEmbulk\u7684docker\u5bb9\u5668\u4e2d\u6267\u884c\u548c\u4f7f\u7528\u3002<\/p>\n<h3>\u6837\u672c\u6570\u636e<\/h3>\n<p>k-ken-t4g\/docker-compose-EEK\/log\/nikkei225.csv\u662f\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6536\u96c6\u7684\u6570\u636e\u3002\u8be5\u6570\u636e\u5305\u62ec\u4e86\u4ece2008\u5e741\u67081\u65e5\u5f00\u59cb\u7684\u65e5\u7ecf\u5e73\u5747\u80a1\u4ef7\u3001\u9053\u743c\u65af\u5e73\u5747\u80a1\u4ef7\u548c\u4eba\u6c11\u5e01\/\u7f8e\u5143\u6c47\u7387\u3002\u7531\u4e8e\u73b0\u5728\uff08\u622a\u81f32018\u5e7411\u6708\uff09pandas_datareader.data\u65e0\u6cd5\u4f7f\u7528\uff0c\u56e0\u6b64\u6211\u4f7f\u7528\u4ee5\u524d\u81ea\u5df1\u6536\u96c6\u7684\u6570\u636e\u4f5c\u4e3a\u66ff\u4ee3\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">datetime<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">pandas_datareader.data<\/span> <span class=\"k\">as<\/span> <span class=\"n\">web<\/span>\r\n\r\n<span class=\"n\">start<\/span> <span class=\"o\">=<\/span> <span class=\"n\">datetime<\/span><span class=\"p\">.<\/span><span class=\"n\">datetime<\/span><span class=\"p\">(<\/span><span class=\"mi\">2008<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">nikkei225<\/span> <span class=\"o\">=<\/span> <span class=\"n\">web<\/span><span class=\"p\">.<\/span><span class=\"n\">DataReader<\/span><span class=\"p\">([<\/span><span class=\"s\">\"NIKKEI225\"<\/span><span class=\"p\">,<\/span><span class=\"s\">\"DJIA\"<\/span><span class=\"p\">,<\/span><span class=\"s\">\"DEXJPUS\"<\/span><span class=\"p\">],<\/span> <span class=\"s\">\"fred\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">start<\/span><span class=\"p\">)<\/span> \r\n<span class=\"n\">nikkei225<\/span><span class=\"p\">.<\/span><span class=\"n\">to_csv<\/span><span class=\"p\">(<\/span><span class=\"s\">\"nikkei225.csv\"<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h3>Elasticsearch\u6620\u5c04\u6a21\u677f\u914d\u7f6e\u3002<\/h3>\n<p>\u76f8\u5bf9\u6765\u8bf4\u6bd4\u8f83\u4e0d\u8d77\u773c\u7684\u95ee\u9898\u70b9\u3002\u8fd9\u6b21\u6ca1\u6709\u6309\u65e5\u5206\u5f00\u7d22\u5f15\uff0c\u6240\u4ee5\u968f\u610f\u8bbe\u7f6e\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Elasticsearch Reference [6.x] \u00bb Mapping<\/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\">Elasticsearch Reference [6.3] \u00bb Indices APIs \u00bb Index Templates<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u69cb\u7bc9\u5165\u9580\uff3bFluentd\uff0cElasticsearch\uff0cKibana\u306b\u3088\u308b\u30ed\u30b0\u53ce\u96c6\u3068\u53ef\u8996\u5316\uff3d<\/ul>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n  <span class=\"nl\">\"template\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"nikkei225*\"<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"mappings\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"nikkei_schema\"<\/span><span class=\"p\">:{<\/span>\r\n      <span class=\"nl\">\"properties\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"NIKKEI225\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span> <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"double\"<\/span> <span class=\"p\">},<\/span>\r\n          <span class=\"nl\">\"DATE\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span><span class=\"nl\">\"format\"<\/span> <span class=\"p\">:<\/span> <span class=\"s2\">\"YYYY-MM-dd\"<\/span><span class=\"p\">,<\/span> <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"date\"<\/span> <span class=\"p\">},<\/span>\r\n          <span class=\"nl\">\"DJIA\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span> <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"double\"<\/span> <span class=\"p\">},<\/span>\r\n          <span class=\"nl\">\"DEXJPUS\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span> <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"double\"<\/span> <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<p>\u5728\u672c\u5730\u4e3b\u673a\u76845601\u7aef\u53e3\uff08kibana\uff09\u4e0a\u8bbf\u95ee\uff0c\u70b9\u51fbDEVTOOLS\u3002\u5728\u63a7\u5236\u53f0\u4e2d\u8f93\u5165\u4ee5\u4e0a\u5185\u5bb9\u3002<\/p>\n<h3>\u4f7f\u7528Embulk\u5c06\u6570\u636e\u63a8\u9001\u5230elasticsearch\u3002<\/h3>\n<p>\u5982\u679c\u8fdb\u5165Embulk\u5bb9\u5668\u5e76\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u5219nikkei225.csv\u7684\u6570\u636e\u5c06\u5b58\u50a8\u5728elasticsearch\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code>$ docker exec -it docker-compose-efk_embulk_1 bash\r\n[root@5b7d05cac814:~# cd logs\/\r\nroot@5b7d05cac814:~\/logs# embulk run config.yml \r\n<\/code><\/pre>\n<p>config.yml\u7684\u8bbe\u7f6e\u4e2d\uff0c\u8f93\u51fa\u8282\u70b9\u7684\u4e3b\u673a\u662fnodes: &#8211; {host: elasticsearch, port: 9200}\uff0c\u8fd9\u771f\u7684\u662f\u4e2a\u6f5c\u5728\u7684\u9677\u9631\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">in<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">file<\/span>\r\n  <span class=\"na\">path_prefix<\/span><span class=\"pi\">:<\/span> <span class=\"s\">.\/nikkei225.csv<\/span>\r\n  <span class=\"na\">parser<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">charset<\/span><span class=\"pi\">:<\/span> <span class=\"s\">ISO-8859-2<\/span>\r\n    <span class=\"na\">newline<\/span><span class=\"pi\">:<\/span> <span class=\"s\">LF<\/span>\r\n    <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">csv<\/span>\r\n    <span class=\"na\">delimiter<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">,'<\/span>\r\n    <span class=\"na\">quote<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">\"'<\/span>\r\n    <span class=\"na\">escape<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">\"'<\/span>\r\n    <span class=\"na\">trim_if_not_quoted<\/span><span class=\"pi\">:<\/span> <span class=\"no\">false<\/span>\r\n    <span class=\"na\">skip_header_lines<\/span><span class=\"pi\">:<\/span> <span class=\"m\">1<\/span>\r\n    <span class=\"na\">allow_extra_columns<\/span><span class=\"pi\">:<\/span> <span class=\"no\">false<\/span>\r\n    <span class=\"na\">allow_optional_columns<\/span><span class=\"pi\">:<\/span> <span class=\"no\">false<\/span>\r\n    <span class=\"na\">columns<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"pi\">-<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">name<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">DATE<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">timestamp<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">format<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">%Y-%m-%d'<\/span><span class=\"pi\">}<\/span>\r\n    <span class=\"pi\">-<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">name<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">NIKKEI225<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">double<\/span><span class=\"pi\">}<\/span>\r\n    <span class=\"pi\">-<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">name<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">DJIA<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">double<\/span><span class=\"pi\">}<\/span>\r\n    <span class=\"pi\">-<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">name<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">DEXJPUS<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">double<\/span><span class=\"pi\">}<\/span>\r\n<span class=\"na\">out<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">elasticsearch<\/span>\r\n  <span class=\"na\">nodes<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">host<\/span> <span class=\"pi\">:<\/span> <span class=\"nv\">elasticsearch<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">port<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">9200<\/span><span class=\"pi\">}<\/span>\r\n  <span class=\"na\">index<\/span><span class=\"pi\">:<\/span> <span class=\"s\">nikkei225-test<\/span>\r\n  <span class=\"na\">index_type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">nikkei_schema<\/span>\r\n<\/code><\/pre>\n<p>\u7531\u4e8e\u4ece\u96f6\u5f00\u59cb\u521b\u5efaconfig.yml\u5f88\u9ebb\u70e6\uff0c\u6240\u4ee5\u4f7f\u7528embulk guess\u547d\u4ee4\u81ea\u52a8\u751f\u6210\u662f\u4e00\u79cd\u7b80\u4fbf\u7684\u65b9\u6cd5\u3002<\/p>\n<pre class=\"post-pre\"><code>$ embulk guess seed.yml -o {\u4efb\u610f\u306eyaml\u30d5\u30a1\u30a4\u30eb\u540d}\r\n<\/code><\/pre>\n<h3>\u5728Kibana\u4e0a\u521b\u5efa\u4e00\u4e2a\u9177\u70ab\u7684\u4eea\u8868\u76d8\u3002<\/h3>\n<p>\u6211\u5199\u5230\u8fd9\u91cc\u611f\u5230\u6709\u4e9b\u7d2f\u4e86\uff0c\u60a8\u80fd\u5e2e\u5fd9\u641c\u7d22\u4e00\u4e2a\u9177\u70ab\u7684\u4eea\u8868\u677f\u5417\uff1f<\/p>\n<h2>\u95ee\u9898<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4eca\u306e\u8a2d\u5b9a\u3060\u3068\u3001\u3044\u3061\u3044\u3061Embulk\u306e\u30b3\u30f3\u30c6\u30ca\u306b\u5165\u3089\u306a\u3044\u3068elasticsearch\u306b\u30c7\u30fc\u30bf\u3092push\u3067\u304d\u306a\u3044<\/ul>\n<\/li>\n<\/ul>\n<p>digdag\u3068\u304b\u3067\u3001\u30c7\u30fc\u30bf\u304c\u66f4\u65b0\u3055\u308c\u308b\u3068\u52dd\u624b\u306bpush\u3059\u308b\u69cb\u6210\u306b\u3057\u305f\u3044\u3002<\/p>\n<p>docker-compose\u3092\u4f7f\u3063\u3066mysql\u304b\u3089bigquery\u306b\u30c7\u30fc\u30bf\u3092\u9001\u308b\u304c\u53c2\u8003\u306b\u306a\u308a\u305d\u3046\u3002<\/p>\n<p>Embulk\u304cfluetd\u307f\u305f\u3044\u306b\u30c7\u30fc\u30bf\u3092\u4e00\u7b87\u6240\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u96c6\u7d04\u3059\u308b\u6a5f\u80fd\u304c\u3042\u308b\u304b\u8abf\u3079\u308b(\u591a\u5206\u3042\u308b)<\/p>\n<p>k8s\u3067\u69cb\u7bc9\u3057\u305f\u3044<\/p>\n<p>\u73fe\u72b6\u3001\u4e0a\u306e\u69cb\u6210\u306f1\u30b5\u30fc\u30d0\u30fc\u306b\u3057\u304b\u4f7f\u308f\u306a\u3044\u306e\u3067\u3001\u512a\u5148\u5ea6\u306f\u4f4e\u3081\u3002<\/p>\n<h2>GitHub \u5373\u4e3a\u4e2d\u56fd\u7684\u54f2\u5b66\u3002<\/h2>\n<p>\u6211\u5728 https:\/\/github.com\/k-ken-t4g\/docker-compose-EEK \u4e0a\u5171\u4eab\u4e86\u672c\u6b21\u9879\u76ee\u3002\u53ea\u9700\u4f7f\u7528 git clone \u547d\u4ee4\uff0c\u5e76\u6267\u884c docker-compose up -d\uff0c\u5373\u53ef\u6784\u5efa\u73af\u5883\u3002<\/p>\n<h2>\u53c2\u8003\u8d44\u6599\/\u7f51\u7ad9<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u69cb\u7bc9\u5165\u9580\uff3bFluentd\uff0cElasticsearch\uff0cKibana\u306b\u3088\u308b\u30ed\u30b0\u53ce\u96c6\u3068\u53ef\u8996\u5316\uff3d<\/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\">\u3010Docker\u3011Fluentd\u3068Elasticsearch\u3068Kibana\u306e\u74b0\u5883\u69cb\u7bc9<\/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\">\u3010Embulk\u3011\u4f7f\u3044\u65b9\u3042\u308c\u3053\u308c<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Embulk + Elasticsearch + kibana + OpenStreetMap\u3067\u304a\u624b\u8efd\u306b\u5730\u7406\u60c5\u5831\u3092\u53ef\u8996\u5316<\/ul>\n<div>\u4ece\u5b9e\u7528\u6027\u7684\u89d2\u5ea6\u8003\u8651\uff0c\u8fd0\u7528\u5e76\u4e0d\u662f\u5f88\u597d\u3002\u6700\u597d\u5c06\u5b89\u88c5\u4f4d\u7f6e\u8bbe\u7f6e\u5728\u670d\u52a1\u5668\u96c6\u4e2d\u5b58\u50a8\u6570\u636e\u7684\u76ee\u5f55\u4e0a\u3002\u5982\u679c\u964d\u4f4epandas_datareader.data\u7684\u7248\u672c\uff0c\u5219\u53ef\u4ee5\u4f7f\u7528\u3002<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u8fdb\u884c\u6570\u636e\u5206\u6790\u65f6\uff0c\u4e0d\u53ef\u907f\u514d\u9700\u8981\u7684\u662f\u6570\u636e\u5206\u6790\u57fa\u7840\u8bbe\u65bd\u3002 \u5bf9\u4e8e\u6570\u636e\u5206\u6790\u5458\u6765\u8bf4\uff0c\u5e0c\u671b\u80fd\u591f\u6784\u5efa\u4e00\u4e2a\u80fd\u591f\u5c3d\u91cf\u4e13\u6ce8\u4e8e\u5206\u6790\u5de5 [&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-41013","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>\u4f7f\u7528Docker-compose\u6784\u5efaEmbulk\u3001Elasticsearch\u548cKibana\u73af\u5883 - 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\/\u4f7f\u7528docker-compose\u6784\u5efaembulk\u3001elasticsearch\u548ckibana\u73af\u5883\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4f7f\u7528Docker-compose\u6784\u5efaEmbulk\u3001Elasticsearch\u548cKibana\u73af\u5883\" \/>\n<meta property=\"og:description\" content=\"\u5728\u8fdb\u884c\u6570\u636e\u5206\u6790\u65f6\uff0c\u4e0d\u53ef\u907f\u514d\u9700\u8981\u7684\u662f\u6570\u636e\u5206\u6790\u57fa\u7840\u8bbe\u65bd\u3002 \u5bf9\u4e8e\u6570\u636e\u5206\u6790\u5458\u6765\u8bf4\uff0c\u5e0c\u671b\u80fd\u591f\u6784\u5efa\u4e00\u4e2a\u80fd\u591f\u5c3d\u91cf\u4e13\u6ce8\u4e8e\u5206\u6790\u5de5 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528docker-compose\u6784\u5efaembulk\u3001elasticsearch\u548ckibana\u73af\u5883\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-20T13:26:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-30T06:27:37+00:00\" \/>\n<meta name=\"author\" content=\"\u6e05, \u5b87\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u6e05, \u5b87\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8docker-compose%e6%9e%84%e5%bb%baembulk%e3%80%81elasticsearch%e5%92%8ckibana%e7%8e%af%e5%a2%83%e3%80%82\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8docker-compose%e6%9e%84%e5%bb%baembulk%e3%80%81elasticsearch%e5%92%8ckibana%e7%8e%af%e5%a2%83%e3%80%82\/\",\"name\":\"\u4f7f\u7528Docker-compose\u6784\u5efaEmbulk\u3001Elasticsearch\u548cKibana\u73af\u5883 - Blog - Silicon 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