{"id":41145,"date":"2023-11-11T21:36:55","date_gmt":"2023-02-25T04:14:26","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8embulk%e5%b0%86mysql%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%8a%a0%e8%bd%bd%e5%88%b0elasticsearch%e4%b8%ad%e3%80%82\/"},"modified":"2024-05-04T08:33:08","modified_gmt":"2024-05-04T00:33:08","slug":"%e6%88%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8embulk%e5%b0%86mysql%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%8a%a0%e8%bd%bd%e5%88%b0elasticsearch%e4%b8%ad%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8embulk%e5%b0%86mysql%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%8a%a0%e8%bd%bd%e5%88%b0elasticsearch%e4%b8%ad%e3%80%82\/","title":{"rendered":"\u6211\u5c1d\u8bd5\u4f7f\u7528Embulk\u5c06MySQL\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5230ElasticSearch\u4e2d"},"content":{"rendered":"<p>\u5c06\u5b58\u50a8\u5728MySQL\u4e2d\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5bfc\u5165\u5230elasticsearch\u4e2d\uff0c\u5e76\u5728kibana\u4e2d\u8fdb\u884c\u53ef\u89c6\u5316\u65f6\u7684\u8bb0\u5f55\u3002<\/p>\n<p>\u5f53\u5728Elasticsearch MySQL\u8fdb\u884c\u641c\u7d22\u65f6\uff0c\u4f1a\u51fa\u73b0\u4f7f\u7528JDBC river\u63d2\u4ef6\u7684\u76f8\u5173\u6587\u7ae0\uff0c\u7136\u800c\u770b\u8d77\u6765\u8fd9\u4e2ariver\u63d2\u4ef6\u4f3c\u4e4e\u5df2\u88ab\u5f03\u7528\u3002<\/p>\n<p>\u4e8e\u662f\u6211\u5c1d\u8bd5\u4e86\u4f7f\u7528Embulk\uff0c\u7ed3\u679c\u8d85\u51fa\u9884\u671f\u5730\u5feb\u901f\u5b8c\u6210\u4e86\uff0c\u6240\u4ee5\u505a\u4e0b\u4e86\u5907\u5fd8\u5f55\u3002<\/p>\n<h1>\u5927\u81f4\u5916\u89c2<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"system.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d44c337434c4406ca08fa\/5-0.png\" alt=\"system.png\" \/><\/div>\n<p>\u50cf\u8fd9\u6837\u505a\u7684\u4e8b\u60c5\u3002<\/p>\n<h1>\u5b89\u88c5 Elasticsearch \u548c Kibana<\/h1>\n<p>\u53ea\u9700\u4e0b\u8f7d\u5e76\u8fd0\u884c\u7a0b\u5e8f\u811a\u672c\uff0c\u8fd9\u4e24\u4e2a\u8f6f\u4ef6\u5373\u53ef\u7acb\u5373\u8fd0\u884c\uff0c\u8be6\u7ec6\u4fe1\u606f\u8bf7\u53c2\u8003\u5b98\u65b9\u7f51\u7ad9\u3002Elasticsearch\u8fd0\u884c\u5728Java\u4e0a\uff0c\u56e0\u6b64\u9700\u8981\u5b89\u88c5Java\u3002\u800cKibana\u5728Node\u4e0a\u8fd0\u884c\uff0c\u4f46\u81ea\u5e26\u4e86Node\uff0c\u6240\u4ee5\u4e0d\u5fc5\u62c5\u5fc3\u3002<\/p>\n<p>\u4e0b\u8f7d\u7f51\u7ad9<\/p>\n<p>Elasticsearch: \u5f39\u6027\u641c\u7d22<br \/>\nKibana: \u57fa\u672c\u63d2\u4ef6<\/p>\n<h1>Embulk\u7684\u5b89\u88c5\u8bbe\u7f6e<\/h1>\n<p>Embulk\u662f\u4e00\u7a2e\u50cf\u4f60\u4e00\u6a23\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u5728\u4e0d\u540c\u985e\u578b\u7684\u6578\u64da\u5b58\u5132\u4e4b\u9593\u65b9\u4fbf\u5730\u5c0e\u51fa\u548c\u5c0e\u5165\u6578\u64da\u3002<br \/>\n\u8207Fluentd\u4e00\u6a23\uff0cEmbulk\u4e5f\u6709\u5404\u7a2e\u4e0d\u540c\u6578\u64da\u5b58\u5132\u7684\u63d2\u4ef6\u53ef\u4f9b\u4f7f\u7528\uff0c\u901a\u904e\u5229\u7528\u9019\u4e9b\u63d2\u4ef6\uff0c\u53ef\u4ee5\u5728\u591a\u7a2e\u4e0d\u540c\u7d44\u5408\u7684\u6578\u64da\u5b58\u5132\u4e4b\u9593\u79fb\u52d5\u6578\u64da\u3002<\/p>\n<p>\u88c5\u8f7d\u6570\u636e<\/p>\n<p>\u5b89\u88c5\u548c\u8bbe\u7f6e\u53c2\u8003\u4e86\u4ee5\u4e0b\u6b65\u9aa4\u3002\u975e\u5e38\u7b80\u5355\u3002<\/p>\n<p>\u4eceCSV\u6587\u4ef6\u5b9a\u671f\u6279\u91cf\u52a0\u8f7d\u6570\u636e\u5230Elasticsearch\u548cKibana 4\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># Embulk\u3092\u30b0\u30ed\u30fc\u30d0\u30eb\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\n<span class=\"nb\">sudo <\/span>wget http:\/\/dl.embulk.org\/embulk-latest.jar <span class=\"nt\">-O<\/span> \/usr\/local\/bin\/embulk\r\n<span class=\"nb\">sudo chmod<\/span> +x \/usr\/local\/bin\/embulk\r\n<\/code><\/pre>\n<h1>\u5728Embulk\u4e2d\u5b89\u88c5\u63d2\u4ef6\u3002<\/h1>\n<p>\u5728\u4e0a\u8ff0\u7684\u60c5\u51b5\u4e0b\uff0c\u9700\u8981\u5b89\u88c5\u7528\u4e8e\u5904\u7406mysql\u548celasticsearch\u7684\u63d2\u4ef6\u3002Embulk\u672c\u8eab\u6709\u4e00\u4e2a\u547d\u4ee4\u7528\u4e8e\u7ba1\u7406\u63d2\u4ef6\uff0c\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u5b89\u88c5\u63d2\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code>\r\n<span class=\"c\"># embulk plugin\u306e\u78ba\u8a8d<\/span>\r\n<span class=\"c\"># embulk-input-mysql embulk-output-elasticsearch\u306f\u6700\u521d\u306f\u5165\u3063\u3066\u306a\u3044.<\/span>\r\n<span class=\"nv\">$ <\/span>embulk gem list\r\n2015-09-06 23:51:06.933 +0900: Embulk v0.7.4\r\n\r\n<span class=\"k\">***<\/span> LOCAL GEMS <span class=\"k\">***<\/span>\r\njar-dependencies <span class=\"o\">(<\/span>0.1.15<span class=\"o\">)<\/span>\r\njruby-openssl <span class=\"o\">(<\/span>0.9.7 java<span class=\"o\">)<\/span>\r\njson <span class=\"o\">(<\/span>1.8.0 java<span class=\"o\">)<\/span>\r\nminitest <span class=\"o\">(<\/span>5.4.1<span class=\"o\">)<\/span>\r\npower_assert <span class=\"o\">(<\/span>0.2.3<span class=\"o\">)<\/span>\r\npsych <span class=\"o\">(<\/span>2.0.14.pre1 java<span class=\"o\">)<\/span>\r\nrake <span class=\"o\">(<\/span>10.1.0<span class=\"o\">)<\/span>\r\nrdoc <span class=\"o\">(<\/span>4.1.0<span class=\"o\">)<\/span>\r\ntest-unit <span class=\"o\">(<\/span>3.0.3<span class=\"o\">)<\/span>\r\n\r\n<span class=\"c\"># mysql\u306einput\u30d7\u30e9\u30b0\u30a4\u30f3\u3001elasticsearch\u306eoutput\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb.<\/span>\r\n<span class=\"nv\">$ <\/span>embulk gem <span class=\"nb\">install <\/span>embulk-input-mysql embulk-output-elasticsearch  \r\n...\r\n\r\n<span class=\"c\"># \u78ba\u8a8d<\/span>\r\n<span class=\"nv\">$ <\/span>embulk gem list\r\n2015-09-06 23:51:06.933 +0900: Embulk v0.7.4\r\n\r\n<span class=\"k\">***<\/span> LOCAL GEMS <span class=\"k\">***<\/span>\r\n\r\nembulk-input-mysql <span class=\"o\">(<\/span>0.6.0<span class=\"o\">)<\/span>\r\nembulk-output-elasticsearch <span class=\"o\">(<\/span>0.1.8<span class=\"o\">)<\/span>\r\njar-dependencies <span class=\"o\">(<\/span>0.1.15<span class=\"o\">)<\/span>\r\njruby-openssl <span class=\"o\">(<\/span>0.9.7 java<span class=\"o\">)<\/span>\r\njson <span class=\"o\">(<\/span>1.8.0 java<span class=\"o\">)<\/span>\r\nminitest <span class=\"o\">(<\/span>5.4.1<span class=\"o\">)<\/span>\r\npower_assert <span class=\"o\">(<\/span>0.2.3<span class=\"o\">)<\/span>\r\npsych <span class=\"o\">(<\/span>2.0.14.pre1 java<span class=\"o\">)<\/span>\r\nrake <span class=\"o\">(<\/span>10.1.0<span class=\"o\">)<\/span>\r\nrdoc <span class=\"o\">(<\/span>4.1.0<span class=\"o\">)<\/span>\r\ntest-unit <span class=\"o\">(<\/span>3.0.3<span class=\"o\">)<\/span>\r\n\r\n<\/code><\/pre>\n<h1>\u6267\u884c\u6279\u91cf\u52a0\u8f7d<\/h1>\n<p>\u6267\u884cEmbulk\u9700\u8981\u7f16\u5199Input\u63d2\u4ef6\u548cOutput\u63d2\u4ef6\u7684\u914d\u7f6e\u6587\u4ef6\u3002<br \/>\n\u7f16\u5199\u4ee5\u4e0b\u7c7b\u4f3c\u7684config\u6587\u4ef6\u3002\u6211\u4eec\u4e0d\u9700\u8981\u5bf9\u6570\u636e\u683c\u5f0f\u8fdb\u884c\u8f6c\u6362\u6216\u66f4\u6539\u5217\u540d\uff0c\u800c\u662f\u5c06\u6240\u6709\u6570\u636e\u76f4\u63a5\u5bfc\u5165elasticsearch\u4e2d\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\">mysql<\/span>\r\n    <span class=\"na\">host<\/span><span class=\"pi\">:<\/span> <span class=\"s\">$mysql_host<\/span>\r\n    <span class=\"na\">user<\/span><span class=\"pi\">:<\/span> <span class=\"s\">$user<\/span>\r\n    <span class=\"na\">password<\/span><span class=\"pi\">:<\/span> <span class=\"s\">$password<\/span>\r\n    <span class=\"na\">database<\/span><span class=\"pi\">:<\/span> <span class=\"s\">$database<\/span>\r\n    <span class=\"na\">query<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">|<\/span>\r\n        <span class=\"s\">SELECT * FROM $table<\/span>\r\n\r\n<span class=\"na\">out<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">elasticsearch<\/span>\r\n    <span class=\"na\">index<\/span><span class=\"pi\">:<\/span> <span class=\"s\">test<\/span>\r\n    <span class=\"na\">index_type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">embulk<\/span>\r\n    <span class=\"na\">nodes<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"pi\">-<\/span> <span class=\"na\">host<\/span><span class=\"pi\">:<\/span> <span class=\"s\">$elasticsearch_host<\/span>\r\n<\/code><\/pre>\n<p>\u628a\u8fd9\u4e2a\u6587\u4ef6\u52a0\u8f7d\u5230Embulk\u4e2d\u5e76\u6267\u884c\uff0c\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code>\r\n<span class=\"c\"># \u30ed\u30fc\u30c9\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u78ba\u8a8d.<\/span>\r\n<span class=\"nv\">$ <\/span>embulk preview config.yml\r\n\r\n<span class=\"c\"># load <\/span>\r\n<span class=\"nv\">$ <\/span>embulk run config.yml \r\n2015-09-07 00:07:17.785 +0900: Embulk v0.7.4\r\n2015-09-07 00:07:21.932 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>transaction<span class=\"o\">)<\/span>: Loaded plugin embulk-input-mysql <span class=\"o\">(<\/span>0.6.0<span class=\"o\">)<\/span>\r\n2015-09-07 00:07:22.825 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>transaction<span class=\"o\">)<\/span>: Loaded plugin embulk-output-elasticsearch <span class=\"o\">(<\/span>0.1.8<span class=\"o\">)<\/span>\r\n2015-09-07 00:07:22.959 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>transaction<span class=\"o\">)<\/span>: Fetch size is 10000. Using server-side prepared statement.\r\n2015-09-07 00:07:23.846 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>transaction<span class=\"o\">)<\/span>: <span class=\"o\">[<\/span>Ms. MODOK] loaded <span class=\"o\">[]<\/span>, sites <span class=\"o\">[]<\/span>\r\n2015-09-07 00:07:25.364 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>transaction<span class=\"o\">)<\/span>: <span class=\"o\">{<\/span><span class=\"k\">done<\/span>:  0 \/ 1, running: 0<span class=\"o\">}<\/span>\r\n2015-09-07 00:07:25.388 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>task-0000<span class=\"o\">)<\/span>: <span class=\"o\">[<\/span>Arkady Rossovich] loaded <span class=\"o\">[]<\/span>, sites <span class=\"o\">[]<\/span>\r\n2015-09-07 00:07:25.625 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>task-0000<span class=\"o\">)<\/span>: Fetch size is 10000. Using server-side prepared statement.\r\n2015-09-07 00:07:25.650 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>task-0000<span class=\"o\">)<\/span>: SQL: SELECT <span class=\"k\">*<\/span> FROM <span class=\"nb\">test\r\n\r\n<\/span>2015-09-07 00:07:25.664 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>task-0000<span class=\"o\">)<\/span>: <span class=\"o\">&gt;<\/span> 0.01 seconds\r\n2015-09-07 00:07:26.065 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>task-0000<span class=\"o\">)<\/span>: Fetched 500 rows.\r\n2015-09-07 00:07:26.174 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>task-0000<span class=\"o\">)<\/span>: Fetched 1,000 rows.\r\n2015-09-07 00:07:26.188 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>task-0000<span class=\"o\">)<\/span>: Execute 1000 bulk actions\r\n2015-09-07 00:07:26.241 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>task-0000<span class=\"o\">)<\/span>: Execute 71 bulk actions\r\n2015-09-07 00:07:26.379 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>elasticsearch[Arkady Rossovich][transport_client_worker][T#6]<span class=\"o\">{<\/span>New I\/O worker <span class=\"c\">#15}): 71 bulk actions succeeded<\/span>\r\n2015-09-07 00:07:26.841 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>elasticsearch[Arkady Rossovich][transport_client_worker][T#5]<span class=\"o\">{<\/span>New I\/O worker <span class=\"c\">#14}): 1000 bulk actions succeeded<\/span>\r\n2015-09-07 00:07:26.954 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>transaction<span class=\"o\">)<\/span>: <span class=\"o\">{<\/span><span class=\"k\">done<\/span>:  1 \/ 1, running: 0<span class=\"o\">}<\/span>\r\n2015-09-07 00:07:27.047 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>main<span class=\"o\">)<\/span>: Committed.\r\n2015-09-07 00:07:27.048 +0900 <span class=\"o\">[<\/span>INFO] <span class=\"o\">(<\/span>main<span class=\"o\">)<\/span>: Next config diff: <span class=\"o\">{<\/span><span class=\"s2\">\"in\"<\/span>:<span class=\"o\">{}<\/span>,<span class=\"s2\">\"out\"<\/span>:<span class=\"o\">{}}<\/span>\r\n\r\n<\/code><\/pre>\n<p>\u7528\u4ee5\u4e0b\u7684\u547d\u4ee4\u786e\u8ba4Elasticsearch\u5df2\u751f\u6210\u6620\u5c04\u3002<\/p>\n<pre class=\"post-pre\"><code>curl <span class=\"nt\">-XGET<\/span> <span class=\"s1\">'http:\/\/$elastisearch_host\/test?pretty'<\/span>\r\n<\/code><\/pre>\n<p>\u53ea\u9700\u8981\u4e00\u4e2a\u9009\u9879\uff1a<br \/>\n\u63a5\u4e0b\u6765\u4f60\u53ea\u9700\u8981\u8bbf\u95eeKibana\u5e76\u8fdb\u884c\u67d0\u4e9b\u64cd\u4f5c\uff0c\u5c31\u53ef\u4ee5\u5728\u6f02\u4eae\u7684\u56fe\u5f62\u4e0a\u67e5\u770bMySQL\u4e2d\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u4e86\uff01<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"Visualize_-_Kibana_4.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d44c337434c4406ca08fa\/28-0.png\" alt=\"Visualize_-_Kibana_4.png\" \/><\/div>\n<p>\u8bb0\u5f55\uff1a\u636e\u8bf4Elasticsearch\u63d2\u4ef6\u53ef\u4ee5\u81ea\u52a8\u8bbe\u7f6eElasticsearch\u5bf9\u8c61\u7684ID\uff08_id\uff09\uff0c\u6240\u4ee5\u5982\u679c\u6267\u884c\u4e0a\u8ff0\u7684embulk run\u4e24\u6b21\uff0c\u4e24\u6b21\u90fd\u4f1a\u6210\u529f\uff0c\u5bfc\u81f4MySQL\u4e2d\u7684\u76f8\u540c\u6570\u636e\u88ab\u91cd\u590d\u5bfc\u5165\u3002\u5728\u6279\u5904\u7406\u7b49\u6267\u884c\u65f6\u9700\u8981\u6ce8\u610f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5c06\u5b58\u50a8\u5728MySQL\u4e2d\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5bfc\u5165\u5230elasticsearch\u4e2d\uff0c\u5e76\u5728kibana\u4e2d\u8fdb\u884c\u53ef\u89c6\u5316\u65f6\u7684\u8bb0\u5f55\u3002  [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-41145","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) - 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