{"id":41014,"date":"2023-06-12T23:45:54","date_gmt":"2023-07-02T17:07:00","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8%e3%80%8cembulk-elasticsearch-kibana%e3%80%8d%e5%b0%86%e6%95%b0%e6%8d%ae%e7%bb%98%e5%88%b6%e5%88%b0%e5%9c%b0%e5%9b%be%e4%b8%8a%ef%bc%88%e5%a4%87%e5%bf%98\/"},"modified":"2024-04-30T08:37:04","modified_gmt":"2024-04-30T00:37:04","slug":"%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8%e3%80%8cembulk-elasticsearch-kibana%e3%80%8d%e5%b0%86%e6%95%b0%e6%8d%ae%e7%bb%98%e5%88%b6%e5%88%b0%e5%9c%b0%e5%9b%be%e4%b8%8a%ef%bc%88%e5%a4%87%e5%bf%98","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8%e3%80%8cembulk-elasticsearch-kibana%e3%80%8d%e5%b0%86%e6%95%b0%e6%8d%ae%e7%bb%98%e5%88%b6%e5%88%b0%e5%9c%b0%e5%9b%be%e4%b8%8a%ef%bc%88%e5%a4%87%e5%bf%98\/","title":{"rendered":"\u5c1d\u8bd5\u4f7f\u7528\u300cEmbulk + Elasticsearch + Kibana\u300d\u5c06\u6570\u636e\u7ed8\u5236\u5230\u5730\u56fe\u4e0a\uff08\u5907\u5fd8\u5f55\uff09"},"content":{"rendered":"<h1>\u9996\u5148<\/h1>\n<ul class=\"post-ul\">Embulk + Elasticsearch + kibana + OpenStreetMap\u3067\u304a\u624b\u8efd\u306b\u5730\u7406\u60c5\u5831\u3092\u53ef\u8996\u5316<\/ul>\n<p>\u5728\u4e0a\u9762\u7684\u5e16\u5b50\u4e2d\uff0c\u4ee5\u300cEmbulk + Elasticsearch + kibana\u300d\u7684\u7ec4\u5408\u5c06AED\u8bbe\u65bd\u7684\u4f4d\u7f6e\u7b80\u5355\u5730\u6620\u5c04\u5230\u5730\u56fe\u4e0a\uff0c\u5185\u5bb9\u975e\u5e38\u6709\u8da3\u3002<br \/>\n\u6700\u7ec8\uff0c\u6211\u4eec\u5728kibana\u7684\u5730\u56fe\uff08OpenStreetMap\uff09\u4e0a\u5c06AED\u6807\u8bb0\u51fa\u6765\u5e76\u663e\u793a\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d442b37434c4406c9e6ea\/3-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u56e0\u4e3a\u5bf9\u300cEmbulk + Elasticsearch + kibana\u300d\u611f\u5174\u8da3\uff0c\u6240\u4ee5\u6211\u5728\u81ea\u5df1\u7684\u73af\u5883\u4e2d\u5c1d\u8bd5\u4e86\u4e00\u4e0b\u5e16\u5b50\u7684\u5185\u5bb9\u3002\u5c3d\u7ba1\u53ea\u662f\u5c1d\u8bd5\u4e86\u539f\u6587\u7684\u5185\u5bb9\uff0c\u4f46\u7531\u4e8e\u64cd\u4f5c\u7cfb\u7edf\uff08\u539f\u6587\u662fMacOS\uff09\u548cElasticsearch\/kibana\u7684\u7248\u672c\u4e0d\u540c\uff0c\u6240\u4ee5\u6211\u5c06\u5176\u4f5c\u4e3a\u5907\u5fd8\u5f55\u7559\u4e0b\u6765\u3002<\/p>\n<h1>\u73af\u5883<\/h1>\n<p>\u6211\u4f7f\u7528\u7684\u73af\u5883\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">CentOS 7.5<\/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 6.8.3<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">kibana 6.8.3<\/ul>\n<p>CentOS\u5df2\u9884\u5148\u5c06firewalld\u8bbe\u7f6e\u4e3a\u7981\u7528\u72b6\u6001\u3002<br \/>\n\u540c\u65f6\uff0cElasticsearch\u548cKibana\u53ef\u4ee5\u4ece\u4ee5\u4e0b\u4f4d\u7f6e\u4e0b\u8f7d\u3002<\/p>\n<p>https:\/\/www.elastic.co\/jp\/downloads\/past-releases\/elasticsearch-6-8-3<br \/>\nhttps:\/\/www.elastic.co\/jp\/downloads\/past-releases\/kibana-6-8-3<\/p>\n<p>\u4ee5\u4e0b\u662f\u4e24\u4e2a\u94fe\u63a5\uff0c\u4e00\u4e2a\u662fElasticsearch-6.8.3\u7684\u4e0b\u8f7d\u9875\u9762\u94fe\u63a5\uff0c\u53e6\u4e00\u4e2a\u662fKibana-6.8.3\u7684\u4e0b\u8f7d\u9875\u9762\u94fe\u63a5\u3002<\/p>\n<p>\u6700\u521d\u4f7f\u7528\u7684\u662f7.4\u7248\u672c\uff0c\u4f46\u7531\u4e8e\u7c7b\u578b\u6d88\u5931\u7b49\u91cd\u5927\u66f4\u6539\u4ee5\u53ca\u4fe1\u606f\u4e0d\u5b8c\u6574\uff0c\u56e0\u6b64\u51b3\u5b9a\u4f7f\u75286\u7cfb\u5217\u7684\u6700\u65b0\u7248\u672c6.8.3\u3002<\/p>\n<h1>\u5b89\u88c5JDK8<\/h1>\n<p>\u5728\u5b89\u88c5Elasticsearch\/Kibana\u4e4b\u524d\uff0c\u8bf7\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u5b89\u88c5OpenJDK8\u3002<\/p>\n<pre class=\"post-pre\"><code># yum install java-1.8.0-openjdk-devel\r\n\r\n# java -version\r\nopenjdk version \"1.8.0_222\"\r\nOpenJDK Runtime Environment (build 1.8.0_222-b10)\r\nOpenJDK 64-Bit Server VM (build 25.222-b10, mixed mode)\r\n<\/code><\/pre>\n<p>\u6211\u6b63\u5728\u8bbe\u7f6e JAVA_HOME\uff0c\u5e76\u5c06 Java \u8def\u5f84\u6dfb\u52a0\u5230 PATH \u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code># echo \"export JAVA_HOME=$(readlink -e $(which java)|sed 's:\/bin\/java::')\" &gt; \/etc\/profile.d\/java.sh\r\n# echo \"PATH=\\$PATH:\\$JAVA_HOME\/bin\" &gt;&gt; \/etc\/profile.d\/java.sh\r\n# source \/etc\/profile\r\n<\/code><\/pre>\n<h1>\u83b7\u53d6AED\u4fe1\u606f<\/h1>\n<p>\u4f7f\u7528AED\u4fe1\u606f\u5728\u5730\u56fe\u4e0a\u8fdb\u884c\u6807\u8bb0\u3002<br \/>\n\u6211\u4eec\u5c06\u4eceAED\u5f00\u653e\u6570\u636e\u5e73\u53f0\u4e0b\u8f7d\u4e1c\u4eac\u90fd\u7684AED\u4fe1\u606f\u3002<\/p>\n<pre class=\"post-pre\"><code>$ curl https:\/\/aed.azure-mobile.net\/api\/aedinfo\/%E6%9D%B1%E4%BA%AC%E9%83%BD\/ -o aedinfo_tokyo.json\r\n<\/code><\/pre>\n<h1>\u5b89\u88c5Elasticsearch<\/h1>\n<p>\u8bf7\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u4e0b\u8f7dElasticsearch\uff0c\u5e76\u8fdb\u884c\u5b89\u88c5\u548c\u81ea\u52a8\u542f\u52a8\u670d\u52a1\u7684\u8bbe\u7f6e\u3002<\/p>\n<pre class=\"post-pre\"><code># wget https:\/\/artifacts.elastic.co\/downloads\/elasticsearch\/elasticsearch-6.8.3.rpm\r\n# rpm -ivh elasticsearch-6.8.3.rpm\r\n# systemctl enable elasticsearch.service\r\n# systemctl start elasticsearch.service\r\n<\/code><\/pre>\n<p>\u4f7f\u7528curl\u547d\u4ee4\u786e\u8ba4\u53ef\u4ee5\u8bbf\u95eeElasticsearch\u3002<\/p>\n<pre class=\"post-pre\"><code># curl http:\/\/localhost:9200\r\n{\r\n  \"name\" : \"s0nDSnH\",\r\n  \"cluster_name\" : \"elasticsearch\",\r\n  \"cluster_uuid\" : \"OFFAczRGRUKAqFcqyBnFsg\",\r\n  \"version\" : {\r\n    \"number\" : \"6.8.3\",\r\n    \"build_flavor\" : \"default\",\r\n    \"build_type\" : \"rpm\",\r\n    \"build_hash\" : \"0c48c0e\",\r\n    \"build_date\" : \"2019-08-29T19:05:24.312154Z\",\r\n    \"build_snapshot\" : false,\r\n    \"lucene_version\" : \"7.7.0\",\r\n    \"minimum_wire_compatibility_version\" : \"5.6.0\",\r\n    \"minimum_index_compatibility_version\" : \"5.0.0\"\r\n  },\r\n  \"tagline\" : \"You Know, for Search\"\r\n}\r\n<\/code><\/pre>\n<p>\u6211\u5011\u6703\u4fee\u6539\u8a2d\u5b9a\u6a94\u4ee5\u4fbf\u65bc\u5916\u90e8\u9023\u63a5\u3002<\/p>\n<pre class=\"post-pre\"><code># vi \/etc\/elasticsearch\/elasticsearch.yml\r\n\r\n#network.host: 192.168.0.1\r\nnetwork.host: 0.0.0.0 # \u30a2\u30af\u30bb\u30b9\u3067\u304d\u308bIP\u30a2\u30c9\u30ec\u30b9\u3092\u6307\u5b9a\u3059\u308b\u30020.0.0.0\u3067\u5168\u3066\u8a31\u53ef\u3002\r\ntransport.host: localhost # \u8ffd\u52a0\r\n<\/code><\/pre>\n<p>\u5728\u66f4\u6539\u8bbe\u7f6e\u540e\uff0c\u91cd\u65b0\u542f\u52a8Elasticsearch\u3002<\/p>\n<pre class=\"post-pre\"><code># systemctl restart elasticsearch\r\n<\/code><\/pre>\n<h1>Kibana\u7684\u5b89\u88c5<\/h1>\n<p>\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u4e0b\u8f7dKibana\uff0c\u5e76\u8bbe\u7f6e\u81ea\u52a8\u5b89\u88c5\u548c\u670d\u52a1\u542f\u52a8\uff1a<\/p>\n<pre class=\"post-pre\"><code># wget https:\/\/artifacts.elastic.co\/downloads\/kibana\/kibana-6.8.3-x86_64.rpm\r\n# rpm -ivh kibana-6.8.3-x86_64.rpm\r\n\r\n# systemctl enable kibana.service\r\n# systemctl start kibana.service\r\n<\/code><\/pre>\n<p>\u6211\u4eec\u8981\u901a\u8fc7curl\u547d\u4ee4\u786e\u8ba4\u80fd\u591f\u8bbf\u95eeKibana\u3002<\/p>\n<pre class=\"post-pre\"><code># curl http:\/\/localhost:5601\r\n<\/code><\/pre>\n<p>\u6211\u4f1a\u4fee\u6539\u8bbe\u7f6e\u6587\u4ef6\uff0c\u4ee5\u4fbf\u5916\u90e8\u53ef\u4ee5\u8fde\u63a5\u3002<\/p>\n<pre class=\"post-pre\"><code># vi \/etc\/kibana\/kibana.yml\r\n\r\n#server.host: \"localhost\"\r\nserver.host: \"0.0.0.0\" \r\n<\/code><\/pre>\n<p>\u66f4\u6539\u8bbe\u7f6e\u540e\uff0c\u91cd\u65b0\u542f\u52a8Kibana\u3002<\/p>\n<pre class=\"post-pre\"><code># systemctl restart kibana.service\r\n<\/code><\/pre>\n<p>\u5f53\u60a8\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee\u4ee5\u4e0b\u5730\u5740\u65f6\uff0cKibana\u7684\u9996\u9875\u5c06\u4f1a\u6253\u5f00\u3002<\/p>\n<p>http:\/\/[IP\u5730\u5740]:5601<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d442b37434c4406c9e6ea\/39-0.png\" alt=\"image.png\" \/><\/div>\n<h1>Embulk\u7684\u5b89\u88c5<\/h1>\n<p>\u6309\u7167\u5b98\u65b9\u7f51\u7ad9\u7684\u201c\u5feb\u901f\u5165\u95e8\u201d\u6307\u5357\u6765\u8fdb\u884c\u5b89\u88c5\u3002<\/p>\n<ul class=\"post-ul\">Quick Start<\/ul>\n<pre class=\"post-pre\"><code># curl --create-dirs -o ~\/.embulk\/bin\/embulk -L \"https:\/\/dl.embulk.org\/embulk-latest.jar\"\r\n# chmod +x ~\/.embulk\/bin\/embulk\r\n# echo 'export PATH=\"$HOME\/.embulk\/bin:$PATH\"' &gt;&gt; ~\/.bashrc\r\n# source ~\/.bashrc\r\n<\/code><\/pre>\n<p>\u6211\u4e5f\u4f1a\u5b89\u88c5\u63d2\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code># embulk gem install embulk-parser-jsonpath embulk-output-elasticsearch\r\n# embulk gem install embulk-filter-insert embulk-filter-ruby_proc embulk-filter-column\r\n<\/code><\/pre>\n<h1>\u521b\u5efaElasticsearch\u6a21\u5f0f\u3002<\/h1>\n<p>\u5c06schema.json\u6587\u4ef6\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u521b\u5efa\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n  <span class=\"nl\">\"index_patterns\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span><span class=\"s2\">\"aedmap*\"<\/span><span class=\"p\">],<\/span>\r\n  <span class=\"nl\">\"settings\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"number_of_shards\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span>\r\n  <span class=\"p\">},<\/span>\r\n  <span class=\"nl\">\"mappings\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"aed_schema\"<\/span><span class=\"p\">:<\/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\">\"LocationName\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"text\"<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"nl\">\"address\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"text\"<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"nl\">\"location\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"geo_point\"<\/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<p>\u5c06\u4e4b\u524d\u521b\u5efa\u7684\u6a21\u5f0f\u6587\u4ef6\u6ce8\u518c\u5230Elasticsearch\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code># curl -H 'Content-Type:application\/json' -XPUT localhost:9200\/_template\/aedmap -d @schema.json\r\n{\"acknowledged\":true}\r\n<\/code><\/pre>\n<h1>\u4f7f\u7528Embulk\u5c06AED\u6587\u4ef6\u52a0\u8f7d\u5230Elasticsearch\u4e2d\u3002<\/h1>\n<p>\u4f7f\u7528Embulk\u521b\u5efa\u5c06AED\u6587\u4ef6\u52a0\u8f7d\u5230Elasticsearch\u7684\u914d\u7f6e\u6587\u4ef6\uff08config.yml\uff09\u5982\u4e0b\u6240\u793a\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\">.\/aedinfo_tokyo.json<\/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\">UTF-8<\/span>\r\n    <span class=\"na\">newline<\/span><span class=\"pi\">:<\/span> <span class=\"s\">CR+LF<\/span>\r\n    <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">jsonpath<\/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\">Id<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">long<\/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\">LocationName<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/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\">Perfecture<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/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\">City<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/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\">AddressArea<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/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\">Latitude<\/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\">Longitude<\/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\r\n<span class=\"na\">filters<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">insert<\/span>\r\n    <span class=\"na\">columns<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">location<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">'<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">address<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">'<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">ruby_proc<\/span>\r\n    <span class=\"na\">columns<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">location<\/span>\r\n        <span class=\"na\">proc<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">|<\/span>\r\n          <span class=\"s\">-&gt;(_,record) do<\/span>\r\n            <span class=\"s\">return record['Latitude'].to_s + \",\" + record['Longitude'].to_s<\/span>\r\n          <span class=\"s\">end<\/span>\r\n        <span class=\"na\">skip_nil<\/span><span class=\"pi\">:<\/span> <span class=\"no\">false<\/span>\r\n        <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">string<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">address<\/span>\r\n        <span class=\"na\">proc<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">|<\/span>\r\n          <span class=\"s\">-&gt;(_,record) do<\/span>\r\n            <span class=\"s\">return record['Perfecture'].to_s + record['City'].to_s + record['AddressArea'].to_s<\/span>\r\n          <span class=\"s\">end<\/span>\r\n        <span class=\"na\">skip_nil<\/span><span class=\"pi\">:<\/span> <span class=\"no\">false<\/span>\r\n        <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">string<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">column<\/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\">LocationName<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/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\">address<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/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\">location<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/span><span class=\"pi\">}<\/span>\r\n\r\n<span class=\"c1\">#out: {type: stdout}<\/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\">index<\/span><span class=\"pi\">:<\/span> <span class=\"s\">aedmap-tokyo-index3<\/span>\r\n  <span class=\"na\">index_type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">aed_schema<\/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\">127.0.0.1<\/span><span class=\"pi\">}<\/span>\r\n<\/code><\/pre>\n<p>\u5f53\u8bd5\u56fe\u786e\u8ba4\u8f93\u51fa\u7ed3\u679c\u7684\u9884\u89c8\u65f6\uff0c\u51fa\u73b0\u4e86\u4ee5\u4e0b\u9519\u8bef\u3002<\/p>\n<pre class=\"post-pre\"><code># embulk preview config.yml\r\n\uff5e\u7701\u7565\uff5e\r\n2019-10-04 07:15:40.495 +0200 [WARN] (0001:preview): Skipped invalid record (org.embulk.spi.DataException: com.jayway.jsonpath.InvalidJsonException: com.fasterxml.jackson.core.JsonParseException: Unexpected end-of-input: was expecting closing '\"' for name\r\n at [Source: java.io.InputStreamReader@55adcf9e; line: 1, column: 34689])\r\n<\/code><\/pre>\n<p>\u4f3c\u4e4e\u662f\u5728\u8bf4\u6570\u636e\u6709\u95ee\u9898\uff0c\u4f46\u5b9e\u9645\u4e0a\u4f7f\u7528embulk run\u547d\u4ee4\u8fd0\u884c\u65f6\u6ca1\u6709\u95ee\u9898\uff0c\u8ba9\u4eba\u611f\u5230\u4e0d\u8212\u670d\u4e0d\u77e5\u9053\u539f\u56e0\uff0c\u4f46\u8fd8\u662f\u4f1a\u7ee7\u7eed\u5de5\u4f5c\u3002<\/p>\n<p>[2019\/10\/4\u9644\u6ce8]<br \/>\n\u4e0a\u8ff0\u9519\u8bef\u7684\u53d1\u751f\u662f\u56e0\u4e3a\u6587\u4ef6\u5927\u5c0f\u8d85\u8fc7\u4e86\u9650\u5236\u3002\u9884\u89c8\u547d\u4ee4\u9ed8\u8ba4\u8bbe\u5b9a\u4e3a32KB\uff0c\u5982\u679c\u6587\u4ef6\u5927\u5c0f\u8d85\u8fc7\u4e86\u9650\u5236\uff0c\u5c31\u9700\u8981\u901a\u8fc7\u9009\u9879\u8fdb\u884c\u8c03\u6574\u3002<br \/>\n\u901a\u8fc7\u5728config.yml\u6587\u4ef6\u7684\u5f00\u5934\u6dfb\u52a0\u4ee5\u4e0b\u4e24\u884c\uff0c\u5c31\u80fd\u6210\u529f\u6267\u884c\u9884\u89c8\u4e86\u3002<br \/>\n\uff08\u770b\u6765\u4e0d\u80fd\u4e0d\u8ba4\u771f\u5730\u9605\u8bfb\u624b\u518c\u5462\uff09<\/p>\n<ul class=\"post-ul\">Configuration(Preview executor)<\/ul>\n<pre class=\"post-pre\"><code><span class=\"na\">exec<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">preview_sample_buffer_bytes<\/span><span class=\"pi\">:<\/span> <span class=\"m\">4194304<\/span> <span class=\"c1\"># 512kb<\/span>\r\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<pre class=\"post-pre\"><code>\uff5e\u7701\u7565\uff5e\r\n+---------------------------+------------------------------+-------------------------+\r\n|       LocationName:string |               address:string |         location:string |\r\n+---------------------------+------------------------------+-------------------------+\r\n|                 \u4e09\u9df9\u5e02\u6771\u90e8\u5e02\u653f\u7a93\u53e3 |              \u6771\u4eac\u90fd\u4e09\u9df9\u5e02\u4e2d\u539f1\uff0d29\uff0d35 |  35.6671705,139.5759333 |\r\n|                     \u6771\u53f0\u5c0f\u5b66\u6821 |              \u6771\u4eac\u90fd\u4e09\u9df9\u5e02\u4e2d\u539f2\uff0d17\uff0d37 |  35.6673969,139.5720452 |\r\n|                 \u6771\u90e8\u6c34\u518d\u751f\u30bb\u30f3\u30bf\u30fc |                \u6771\u4eac\u90fd\u4e09\u9df9\u5e02\u65b0\u5ddd1\uff0d1\uff0d1 |  35.6679287,139.5784636 |\r\n\uff5e\u7701\u7565\uff5e\r\n<\/code><\/pre>\n<p>\u6839\u636e\u9884\u89c8\u547d\u4ee4\u53ef\u4ee5\u786e\u8ba4\uff0c\u6211\u5c06\u8fdb\u884cElasticsearch\u52a0\u8f7d\u7684\u6267\u884c\u3002<\/p>\n<pre class=\"post-pre\"><code># embulk run config.yml\r\n<\/code><\/pre>\n<p>\u6267\u884c\u540e\uff0c\u4eceKibana\u4e2d\u9009\u62e9&#8221;Management&#8221;-&#8220;Index Management&#8221;\uff0c\u53ef\u4ee5\u770b\u5230\u7d22\u5f15\u5df2\u7ecf\u88ab\u521b\u5efa\uff0c\u5e76\u4e14\u53ef\u4ee5\u901a\u8fc7&#8221;Docs count&#8221;\u4e86\u89e3\u5230\u6587\u6863\u5df2\u7ecf\u88ab\u6ce8\u518c\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d442b37434c4406c9e6ea\/65-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5f53Health\u53d8\u4e3a&#8221;yellow&#8221;\u65f6\uff0c\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c06\u53d8\u4e3a&#8221;green&#8221;\u3002<\/p>\n<pre class=\"post-pre\"><code># curl -H \"Content-Type: application\/json\" -XPUT localhost:9200\/*\/_settings -d '{\"number_of_replicas\":0}'\r\n{\"acknowledged\":true}\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d442b37434c4406c9e6ea\/68-0.png\" alt=\"image.png\" \/><\/div>\n<h1>\u5728Kibana\u4e2d\u663e\u793a\u5730\u56fe.<\/h1>\n<p>\u6570\u636e\u8f93\u5165\u5df2\u7ecf\u5b8c\u6210\uff0c\u73b0\u5728\u6211\u4eec\u5c06\u5728Kibana\u4e0a\u5730\u56fe\u4e0a\u663e\u793aAED\u7684\u4f4d\u7f6e\u3002<\/p>\n<p>\u9996\u5148\u9009\u62e9\u201cVisualize\u201d &#8211; \u201c+\u201d\u9009\u9879\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d442b37434c4406c9e6ea\/72-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u63a5\u4e0b\u6765\uff0c\u5728\u201c\u65b0\u7684\u53ef\u89c6\u5316\u201d\u4e2d\u9009\u62e9\u201c\u5750\u6807\u5730\u56fe\u201d\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d442b37434c4406c9e6ea\/74-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u9009\u62e9[Buckets]\u7684\u805a\u5408(&#8220;Aggregation&#8221;)\u4e3a&#8221;GeoHash&#8221;\uff0c\u5b57\u6bb5(&#8220;Field&#8221;)\u4e3a&#8221;Location&#8221;\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d442b37434c4406c9e6ea\/76-0.png\" alt=\"image.png\" \/><\/div>\n<p>3.Qui-\u63d0\u643a Sogou\u516c\u53f8 \u5229\u7528 SoGou-\u4e3a \u51fa\u54c1 SoGou\u8f93\u5165\u6cd5.ai<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d442b37434c4406c9e6ea\/78-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u7531\u4e8e\u8bf4\u660e\u5df2\u7ecf\u88ab\u5927\u5927\u7b80\u5316\uff0c\u8bf7\u53c2\u8003\u539f\u6587\u4ee5\u83b7\u53d6\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f\uff08\u5728\u539f\u6587\u4e2d\u70b9\u8d5e\u539f\u6587\u7684\u7cbe\u5f69\u5185\u5bb9\u5427\uff01\uff09<\/p>\n<h1>\u8bf7\u63d0\u4f9b\u66f4\u8be6\u7ec6\u7684\u4e0a\u4e0b\u6587\uff0c\u8fd9\u6837\u6211\u53ef\u4ee5\u66f4\u51c6\u786e\u5730\u4e3a\u60a8\u5b8c\u6210\u7ffb\u8bd1\u3002\u8c22\u8c22\uff01<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Embulk + Elasticsearch + kibana + OpenStreetMap\u3067\u304a\u624b\u8efd\u306b\u5730\u7406\u60c5\u5831\u3092\u53ef\u8996\u5316<\/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\">Install Kibana with RPM<\/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\uff0bKibana\u3092\u8a2d\u5b9a\u3057\u3066\u307f\u308b\uff08CentOS7.4\u7de8\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Configuration(Preview executor)<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u9996\u5148 Embulk + Elasticsearch + kibana + OpenStreetMap\u3067\u304a\u624b\u8efd\u306b [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-41014","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>\u5c1d\u8bd5\u4f7f\u7528\u300cEmbulk + Elasticsearch + Kibana\u300d\u5c06\u6570\u636e\u7ed8\u5236\u5230\u5730\u56fe\u4e0a\uff08\u5907\u5fd8\u5f55\uff09 - 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\/\u5c1d\u8bd5\u4f7f\u7528\u300cembulk-elasticsearch-kibana\u300d\u5c06\u6570\u636e\u7ed8\u5236\u5230\u5730\u56fe\u4e0a\uff08\u5907\u5fd8\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5c1d\u8bd5\u4f7f\u7528\u300cEmbulk + Elasticsearch + Kibana\u300d\u5c06\u6570\u636e\u7ed8\u5236\u5230\u5730\u56fe\u4e0a\uff08\u5907\u5fd8\u5f55\uff09\" \/>\n<meta property=\"og:description\" content=\"\u9996\u5148 Embulk + Elasticsearch + kibana + OpenStreetMap\u3067\u304a\u624b\u8efd\u306b [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5c1d\u8bd5\u4f7f\u7528\u300cembulk-elasticsearch-kibana\u300d\u5c06\u6570\u636e\u7ed8\u5236\u5230\u5730\u56fe\u4e0a\uff08\u5907\u5fd8\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-02T17:07:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-30T00:37:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d442b37434c4406c9e6ea\/3-0.png\" \/>\n<meta name=\"author\" content=\"\u79d1, \u9896\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u79d1, \u9896\" \/>\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\" 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