{"id":41185,"date":"2023-03-19T18:23:33","date_gmt":"2023-11-19T04:17:48","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e9%80%9a%e8%bf%87%e6%b5%8f%e8%a7%88%e5%99%a8%e7%9a%84%e6%b5%8f%e8%a7%88%e5%8e%86%e5%8f%b2%e8%bf%9b%e8%a1%8c%e4%ba%ba%e7%94%9f%e7%9a%84%e7%9b%98%e7%82%b9%ef%bc%88%e4%bd%bf%e7%94%a8embulk-elasticsear\/"},"modified":"2024-04-29T19:38:34","modified_gmt":"2024-04-29T11:38:34","slug":"%e9%80%9a%e8%bf%87%e6%b5%8f%e8%a7%88%e5%99%a8%e7%9a%84%e6%b5%8f%e8%a7%88%e5%8e%86%e5%8f%b2%e8%bf%9b%e8%a1%8c%e4%ba%ba%e7%94%9f%e7%9a%84%e7%9b%98%e7%82%b9%ef%bc%88%e4%bd%bf%e7%94%a8embulk-elasticsear","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e9%80%9a%e8%bf%87%e6%b5%8f%e8%a7%88%e5%99%a8%e7%9a%84%e6%b5%8f%e8%a7%88%e5%8e%86%e5%8f%b2%e8%bf%9b%e8%a1%8c%e4%ba%ba%e7%94%9f%e7%9a%84%e7%9b%98%e7%82%b9%ef%bc%88%e4%bd%bf%e7%94%a8embulk-elasticsear\/","title":{"rendered":"\u901a\u8fc7\u6d4f\u89c8\u5668\u7684\u6d4f\u89c8\u5386\u53f2\u8fdb\u884c\u4eba\u751f\u7684\u76d8\u70b9\uff08\u4f7f\u7528embulk + elasticsearch + kibana\u8fdb\u884c\u53ef\u89c6\u5316\uff09"},"content":{"rendered":"<p>\u8fd9\u7bc7\u6587\u7ae0\u662f\u6765\u81ea\u300cM3\u8d34\u7eb8\u65e5\u53862015\u300d\u7684\u7b2c22\u5929\u6587\u7ae0\u3002<\/p>\n<h2>\u9996\u5148<\/h2>\n<p>\u4f60\u597d\u3002\u73b0\u5728\u662f\u5e74\u672b\u4e86\u3002\u63d0\u5230\u5e74\u672b\uff0c\u8fd9\u662f\u56de\u987e\u4e00\u5e74\u7684\u597d\u673a\u4f1a\u5462\u3002\u6211\u611f\u89c9\u6709\u4e9b\u6709\u610f\u8bc6\u7684\u4eba\u4f1a\u8bf4\u201c\u8fd9\u662f\u8bc4\u4f30\u4eba\u751f\u7684\u597d\u65f6\u673a\u5462\u2605\u201d\u3002<\/p>\n<p>\u56de\u9867\u904e\u53bb\u6642\u5149\uff0c\u5509\uff0c\u767c\u73fe\u7576\u521d\u5728\u7db2\u8def\u4e0a\u6d6a\u8cbb\u4e86\u591a\u5c11\u7121\u8b02\u6642\u9593\u554a&#8230;\u771f\u662f\u611f\u5230\u5f8c\u6094\u842c\u5206\u3002\u4f46\u4ed4\u7d30\u4e00\u60f3\uff0c\u5176\u5be6\u81ea\u5df1\u9023\u7576\u521d\u5728\u700f\u89bd\u5668\u4e0a\u770b\u4e86\u4e9b\u4ec0\u9ebc\u90fd\u6c92\u6709\u597d\u597d\u56de\u9867\u904e\u3002\u65e2\u7136\u662f\u500b\u597d\u6a5f\u6703\uff0c\u6211\u5728\u9019\u7bc7\u6587\u7ae0\u4e2d\u6703\u597d\u597d\u6df1\u5165\u63a2\u8a0e\u4e00\u4e0b\uff0c<\/p>\n<blockquote><p>\u53ef\u89c6\u5316\u548c\u5206\u6790\u4e2a\u4eba\u6d4f\u89c8\u5386\u53f2\u7684\u57fa\u7840\u8bbe\u65bd<\/p><\/blockquote>\n<p>\u6211\u60f3\u8981\u5c1d\u8bd5\u642d\u5efa\u8d77\u6765\u3002<\/p>\n<p>\u53ea\u662f\uff0c\u6709\u4e00\u70b9\u4ee4\u4eba\u62c5\u5fe7\u7684\u662f\uff0c\u6211\u662f<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">chrome =&gt; \u30e1\u30a4\u30f3\u30d6\u30e9\u30a6\u30b6<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">firefox =&gt; \u3042\u308b\u7279\u5b9a\u306e\u7528\u9014<\/ul>\n<p>\u6211\u4eec\u4ee5\u6218\u7565\u6027\u65b9\u5f0f\u4f7f\u7528\u4e24\u4e2a\u6d4f\u89c8\u5668\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u6d4f\u89c8\u5386\u53f2\u6570\u636e\u88ab\u5206\u6563\u4e86\u3002\u5fc5\u987b\u6ee1\u8db3\u7684\u8981\u6c42\u662f\u5c06\u5206\u6563\u7684Chrome\u548cFirefox\u7684\u6d4f\u89c8\u8bb0\u5f55\u7edf\u5408\u8d77\u6765\u3002<\/p>\n<h2>\u8c37\u6b4c\u6d4f\u89c8\u5668\u548c\u706b\u72d0\u6d4f\u89c8\u5668\u7684\u6d4f\u89c8\u5386\u53f2\u8bb0\u5f55<\/h2>\n<p>\u5f53\u6211\u7a0d\u5fae\u8c03\u67e5\u4e4b\u540e\uff0c\u6211\u53d1\u73b0\u5728Mac\u4e0a\uff0cChrome\u548cFirefox\u7684\u6d4f\u89c8\u5386\u53f2\u90fd\u5b58\u50a8\u5728SQLite \u6570\u636e\u5e93\u4e2d\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">chrome<\/ul>\n<\/li>\n<\/ul>\n<p>\/Users\/\u81ea\u5206\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\/Library\/Application Support\/Google\/Chrome\/Default\/History<\/p>\n<p>firefox<\/p>\n<p>\/Users\/\u81ea\u5206\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\/Library\/Application Support\/Firefox\/Profiles\/\u30e6\u30fc\u30b6\u30fc\u3054\u3068\u306b\u56fa\u6709\u306e\u5024\uff1f.default\/places.sqlite<\/p>\n<h3>\u8c37\u6b4c\u6d4f\u89c8\u5668<\/h3>\n<p>\u56e0\u4e3a\u76f4\u63a5\u4fee\u6539\u6570\u636e\u5e93\u6709\u70b9\u53ef\u6015\uff0c\u6240\u4ee5\u6211\u4f1a\u5c06\u5b83\u590d\u5236\u5230\u5404\u81ea\u7684\u5de5\u4f5c\u76ee\u5f55\u4e2d\uff0c\u7136\u540e\u67e5\u770b\u5176\u5185\u5bb9\u3002<\/p>\n<pre class=\"post-pre\"><code>$ cd {\u4f5c\u696ddir}\r\n$ cp '\/Users\/\u81ea\u5206\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\/Library\/Application Support\/Google\/Chrome\/Default\/History' .\/\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>$ sqlite3 History\r\n\r\n\u30c6\u30fc\u30d6\u30eb\u4e00\u89a7\r\n\r\nsqlite&gt; .tables\r\ndownloads             meta                  urls\r\ndownloads_url_chains  segment_usage         visit_source\r\nkeyword_search_terms  segments              visits\r\n\r\n\u95b2\u89a7\u65e5\u6642\u3068\u95b2\u89a7url\u3092\u53d6\u5f97\r\n\r\nsqlite&gt; select datetime(v.visit_time\/1000000-11644473600,'unixepoch','localtime') as visit_time, u.url\r\n   ...&gt; from visits as v\r\n   ...&gt; left outer join urls as u on v.url = u.id\r\n   ...&gt; order by v.id\r\n   ...&gt; limit 1;\r\n2015-09-24 22:05:25|https:\/\/www.google.co.jp\/\r\n<\/code><\/pre>\n<p>visit_time\u4e3a\u4ece1601\/1\/1 UTC\u5f00\u59cb\u7684\u5fae\u79d2\u6570\uff0c\u56e0\u6b64\u9700\u8981\u4f7f\u7528datetime\u51fd\u6570\u8fdb\u884c\u9002\u5f53\u5904\u7406\uff0c\u4f46\u53ef\u4ee5\u786e\u8ba4\u53ef\u4ee5\u901a\u8fc7sql\u83b7\u53d6\u6d4f\u89c8\u5386\u53f2\u3002<\/p>\n<p>\u8bf7\u53c2\u8003\u8fd9\u4e2a\u94fe\u63a5\uff1ahttp:\/\/stackoverflow.com\/questions\/20458406\/what-is-the-format-of-chromes-timestamps<\/p>\n<h3>\u706b\u72d0\u6d4f\u89c8\u5668<\/h3>\n<p>\u6211\u4e5f\u8bd5\u8bd5\u770b\u770bFirefox\u3002<\/p>\n<pre class=\"post-pre\"><code>$ cd {\u4f5c\u696ddir}\r\n$ cp '\/Users\/\u81ea\u5206\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\/Library\/Application Support\/Firefox\/Profiles\/\u30e6\u30fc\u30b6\u30fc\u3054\u3068\u306b\u56fa\u6709\u306e\u5024\uff1f.default\/places.sqlite' .\/\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>$ sqlite3 places.sqlite\r\n\r\n\u30c6\u30fc\u30d6\u30eb\u4e00\u89a7\r\n\r\nsqlite&gt; .tables\r\ndownloads             meta                  urls\r\ndownloads_url_chains  segment_usage         visit_source\r\nkeyword_search_terms  segments              visits\r\n\r\n\u95b2\u89a7\u65e5\u6642\u3068\u95b2\u89a7url\u3092\u53d6\u5f97\r\n\r\nsqlite&gt; select datetime(h.visit_date\/1000000,'unixepoch','localtime'), p.url\r\n   ...&gt; from moz_historyvisits as h\r\n   ...&gt; left outer join moz_places as p on h.place_id = p.id\r\n   ...&gt; order by h.id\r\n   ...&gt; limit 1;\r\n2012-04-22 13:40:29|http:\/\/www.google.co.jp\/\r\n<\/code><\/pre>\n<p>\u7ecf\u786e\u8ba4\uff0c\u5728SQL\u4e2d\u53ef\u4ee5\u83b7\u53d6\u5230Firefox\u8bbf\u95ee\u65e5\u671f\uff08visit_date\uff09\uff0c\u8be5\u65e5\u671f\u8868\u793a\u81ea1970\/1\/1 UTC\u4ee5\u6765\u7684\u5fae\u79d2\u6570\u3002<\/p>\n<h2>\u7528embulk + elasticsearch + kibana\u5c06\u6d4f\u89c8\u5386\u53f2\u8fdb\u884c\u53ef\u89c6\u5316\u5c55\u793a\u3002<\/h2>\n<p>\u55ef\uff0c\u8bf4\u5230\u53ef\u89c6\u5316\uff0c\u90a3\u5c31\u4e00\u5b9a\u662f elasticsearch + kibana \u5566\u3002kibana \u90a3\u4e2a\u9ed1\u8272\u7684\u4eea\u8868\u76d8\u603b\u8ba9\u4eba\u611f\u5230\u5f88\u5174\u594b\u3002\u4e0d\u8fc7\uff0c\u8981\u5f80 elasticsearch \u91cc\u9762\u8f93\u5165\u6570\u636e\u662f\u9700\u8981\u4e00\u4e9b\u8fc7\u7a0b\u7684\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">sql\u3067join\u3068\u304b\u3057\u3066\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b<\/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\">url\u306fhost\u306e\u90e8\u5206\u3060\u3051\u629c\u304d\u51fa\u3059\u3088\u3046\u52a0\u5de5\u51e6\u7406<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">elasticsearch\u306eAPI\u3078http\u3067POST\u3059\u308b<\/ul>\n<p>\u8fd9\u79cd\u4e8b\u60c5\u9700\u8981\u4e00\u4e2a\u4e00\u4e2a\u5730\u505a\uff0c\u5509\u301c\u54ce\u5440\uff0c\u770b\u8d77\u6765\u6709\u70b9\u70e6\u7410\u3002<\/p>\n<h3>\u5c31\u7528 Embulk \u5427\uff01<\/h3>\n<p>\u56e0\u6b64\uff0c\u6211\u5f00\u59cb\u8c03\u67e5\u6211\u4e00\u76f4\u5bf9Embulk\u611f\u5174\u8da3\u7684\u4e8b\u60c5\u3002<\/p>\n<blockquote><p>Embulk\u662f\u4e00\u79cd\u7c7b\u4f3c\u4e8efluentd\u7684\u6279\u5904\u7406\u5de5\u5177\uff0c\u5728\u5b9e\u65f6\u65e5\u5fd7\u6536\u96c6\u4e2d\u88ab\u89c6\u4e3a\u5e38\u8bc6\u3002\u5b83\u53ef\u4ee5\u4ece\u6587\u4ef6\u548c\u6570\u636e\u5e93\u4e2d\u63d0\u53d6\u6570\u636e\uff0c\u5e76\u5c06\u5176\u52a0\u8f7d\u5230\u53e6\u4e00\u4e2a\u5b58\u50a8\u6216\u6570\u636e\u5e93\u4e2d\u3002\u4e0efluentd\u4e00\u6837\uff0cEmbulk\u91c7\u7528\u4e86\u63d2\u4ef6\u5316\u67b6\u6784\uff0c\u56e0\u6b64\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528Ruby\u6216Java\u7f16\u5199\u7b80\u5355\u7684\u4ee3\u7801\u6765\u652f\u6301\u5404\u79cd\u6587\u4ef6\u683c\u5f0f\u548c\u5b58\u50a8\u3002\u4e0efluentd\u4e0d\u540c\u7684\u662f\uff0cEmbulk\u6ce8\u91cd\u901f\u5ea6\u3001\u4e8b\u52a1\u63a7\u5236\u548c\u57fa\u4e8e\u6a21\u5f0f\u7684\u6570\u636e\u9a8c\u8bc1\uff0c\u5e76\u4e13\u6ce8\u4e8e\u4e00\u6b21\u6027\u6267\u884c\u6216\u6309\u65e5\u6216\u6bcf\u5c0f\u65f6\u6267\u884c\u7684\u6279\u91cf\u5904\u7406\u3002<\/p><\/blockquote>\n<p>\u542c\u8bf4\u662f\u8fd9\u6837\u7684\u3002\u4e0d\u77e5\u9053\u4e3a\u4ec0\u4e48\uff0c\u611f\u89c9\u8fd9\u6b21\u53ef\u4ee5\u7528\u5728\u8fd9\u4e2a\u7528\u9014\u4e0a\u3002<\/p>\n<p>\u4ed4\u7ec6\u8c03\u67e5\u4e86\u4e00\u4e0bembulk\u7684\u63d2\u4ef6\uff0c<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">sqlite\u304b\u3089\u306e\u5165\u529b =&gt; embulk-input-jdbc\u30d7\u30e9\u30b0\u30a4\u30f3<\/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\">url\u304b\u3089host\u306e\u90e8\u5206\u629c\u304d\u51fa\u3057 =&gt; embulk-filter-eval\u30d7\u30e9\u30b0\u30a4\u30f3<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">elasticsearch\u3078\u306e\u51fa\u529b =&gt; embulk-output-elasticsearch\u30d7\u30e9\u30b0\u30a4\u30f3<\/ul>\n<p>\u6211\u5df2\u7ecf\u53d1\u73b0\u5df2\u7ecf\u5b58\u5728\u4e86\u8fd9\u6837\u7684\u4e1c\u897f\u3002\u53ef\u4ee5\u6839\u636e\u4ee5\u4e0b\u7684\u65b9\u5f0f\uff0c\u5c06Chrome\u548cFirefox\u7684\u6d4f\u89c8\u5386\u53f2\u653e\u5165Elasticsearch\u4e2d\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-12-22 23.17.27.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d453437434c4406ca1c01\/34-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-12-22 23.17.27.png\" \/><\/div>\n<h2>\u6211\u4eec\u5206\u522b\u4e0b\u8f7d\u5427<\/h2>\n<p>\u4e8b\u5148\u53ea\u662f\u7b80\u5355\u5730\u67e5\u4e86\u4e00\u4e0b\uff0c\u53d1\u73b0Embulk\u7684elasticsearch\u8f93\u51fa\u63d2\u4ef6\u7684\u6700\u65b0\u7248\u672c\u4f3c\u4e4e\u8fd8\u4e0d\u652f\u6301elasticsearch 2\u7cfb\uff0c\u6240\u4ee5\u6211\u4eec\u51b3\u5b9a\u4f7f\u75281\u7cfb\u7684\u6700\u65b0\u7248\u672c\u3002<br \/>\n&#8211; https:\/\/github.com\/muga\/embulk-output-elasticsearch<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">elasticsearch 1.7.4<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">kibana 4.1.4<\/ul>\n<p>\u6211\u51b3\u5b9a\u91c7\u7528\u8fd9\u79cd\u65b9\u5f0f\u3002\u8bf7\u6ce8\u610f\uff0c\u8981\u8fd0\u884c\u4ee5\u4e0b\u5185\u5bb9\u9700\u8981Java\uff08\u5efa\u8bae\u4f7f\u75281.8\u6216\u66f4\u9ad8\u7248\u672c\uff09\u3002<\/p>\n<h3>embulk = Embulk<\/h3>\n<p>\u6309\u7167 GitHub \u4e0a\u7684 readme \u6587\u4ef6\u8fdb\u884c\u4e0b\u8f7d\uff0c\u53ef\u4ee5\u83b7\u53d6\u6700\u65b0\u7248\u672c\u7684 embulk\uff08\u622a\u6b62\u81f32015\u5e7412\u670822\u65e5\uff0c\u7248\u672c\u53f7\u4e3a0.7.10\uff09\u3002<\/p>\n<pre class=\"post-pre\"><code>$ curl --create-dirs -o ~\/.embulk\/bin\/embulk -L \"http:\/\/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>\u5982\u679c\u60a8\u5728\u4ee5\u4e0b\u547d\u4ee4\u4e2d\u770b\u5230\u5e2e\u52a9\u4fe1\u606f\uff0c\u5219\u8868\u793a\u4e00\u5207\u6b63\u5e38\u3002<\/p>\n<pre class=\"post-pre\"><code>$ embulk -h\r\n<\/code><\/pre>\n<h3>\u5f39\u6027\u641c\u7d221.7.4\u7248\u672c<\/h3>\n<p>\u4e0b\u4e00\u6b65\u662f\u5b89\u88c5\u5168\u6587\u641c\u7d22\u5f15\u64ceelasticsearch\u3002<\/p>\n<pre class=\"post-pre\"><code>$ wget https:\/\/download.elastic.co\/elasticsearch\/elasticsearch\/elasticsearch-1.7.4.zip\r\n$ unzip elasticsearch-1.7.4.zip\r\n$ cd elasticsearch-1.7.4\r\n\r\nhead\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u5165\u308c\u307e\u3059\u3002\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u72b6\u6cc1\u3092\u30d6\u30e9\u30a6\u30b6\u3067\u3055\u3089\u3063\u3068\u898b\u308c\u308b\u306e\u3067\r\n$ .\/bin\/plugin install mobz\/elasticsearch-head\r\n\r\nembulk_sandbox\u3068\u3044\u3046\u30af\u30e9\u30b9\u30bf\u540d\u3067\u8d77\u52d5\u3057\u3066\u307f\u307e\u3059\r\n$ .\/bin\/elasticsearch --cluster.name=embulk_sandbox\r\n<\/code><\/pre>\n<p>\u5982\u679c\u80fd\u591f\u8bbf\u95ee\u4ee5\u4e0b\u5185\u5bb9\uff0c\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n<h3>\u57fa\u4e8eKibana 4.1.4\u7248\u672c<\/h3>\n<p>\u4e0b\u8f7d\u53ef\u4ee5\u9177\u70ab\u53ef\u89c6\u5316Elasticsearch\u7d22\u5f15\u7684Kibana\u3002<\/p>\n<p>\u56e0\u4e3a\u6709Mac\u7248\uff0c\u6240\u4ee5\u6211\u4f1a\u4e0b\u8f7d\u5b83\u3002<\/p>\n<pre class=\"post-pre\"><code>$ wget https:\/\/download.elastic.co\/kibana\/kibana\/kibana-4.1.4-darwin-x64.zip\r\n$ tar zxvf kibana-4.1.4-darwin-x64.zip\r\n$ cd kibana-4.1.4-darwin-x64\r\n$ .\/bin\/kibana\r\n<\/code><\/pre>\n<p>\u5982\u679c\u53ef\u4ee5\u8bbf\u95ee\u4ee5\u4e0b\u5185\u5bb9\uff0c\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n<h2>\u4f7f\u7528embulk\u5c06\u6d4f\u89c8\u5386\u53f2\u63a8\u9001\u5230elasticsearch\u4e2d<\/h2>\n<p>\u597d\uff0c\u73b0\u5728\u8ba9\u6211\u4eec\u7ec8\u4e8e\u5f00\u59cb\u4f7f\u7528embulk\u5c06\u6570\u636e\u5bfc\u5165\u5230elasticsearch\u3002\u9996\u5148\uff0c\u6211\u4eec\u5c06\u5c1d\u8bd5\u5c06Chrome\u7684\u6d4f\u89c8\u5386\u53f2\u5bfc\u5165\u5230elasticsearch\u4e2d\u3002<\/p>\n<h3>embulk-input-jdbc \u8fd9\u4e2a\u5e93\u662f\u7528\u6765\u5c06\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\u5bfc\u5165\u5230 Embulk \u6570\u636e\u6d41\u4e2d\u7684\u5de5\u5177\u3002<\/h3>\n<p>\u5728\u4eceSQLite\u4e2d\u63d0\u53d6\u6570\u636e\u7684\u90e8\u5206\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u540d\u4e3aembulk-input-jdbc\u7684\u63d2\u4ef6\u3002<\/p>\n<p>\u4f7f\u7528embulk gem\u547d\u4ee4\u5df2\u7ecf\u5b8c\u6210\u5b89\u88c5\u3002<\/p>\n<pre class=\"post-pre\"><code>$ embulk gem install embulk-input-jdbc\r\n<\/code><\/pre>\n<p>\u7531\u4e8e\u8981\u4f7f\u7528jdbc\uff0c\u56e0\u6b64\u9700\u8981\u4e0b\u8f7dsqlite3-jdbc\u7684jar\u5305\u3002<\/p>\n<pre class=\"post-pre\"><code>$ wget https:\/\/bitbucket.org\/xerial\/sqlite-jdbc\/downloads\/sqlite-jdbc-3.8.11.2.jar\r\n<\/code><\/pre>\n<p>\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u53ef\u4ee5\u521b\u5efa\u4ee5\u4e0b\u7684yml\u6587\u4ef6\u3002\u60a8\u53ef\u4ee5\u5728query\u9879\u76ee\u4e2d\u6307\u5b9a\u4efb\u610f\u7684SQL\u3002\u975e\u5e38\u65b9\u4fbf\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\">jdbc<\/span>\r\n  <span class=\"na\">driver_path<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/Users\/hidenorimaehara\/sandbox\/browser_history_search\/sqlite-jdbc-3.8.11.2.jar<\/span>\r\n  <span class=\"na\">driver_class<\/span><span class=\"pi\">:<\/span> <span class=\"s\">org.sqlite.JDBC<\/span>\r\n  <span class=\"na\">url<\/span><span class=\"pi\">:<\/span> <span class=\"s\">jdbc:sqlite:History<\/span>\r\n  <span class=\"na\">query<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">|<\/span>\r\n    <span class=\"s\">select<\/span>\r\n      <span class=\"s\">datetime(t_v.visit_time\/1000000-11644473600,'unixepoch','localtime') as visit_time,<\/span>\r\n      <span class=\"s\">t_u.url,<\/span>\r\n      <span class=\"s\">'chrome' as browser<\/span>\r\n    <span class=\"s\">from<\/span>\r\n      <span class=\"s\">visits as t_v<\/span>\r\n        <span class=\"s\">left outer join urls as t_u<\/span>\r\n        <span class=\"s\">on t_v.url = t_u.id<\/span>\r\n    <span class=\"s\">order by<\/span>\r\n      <span class=\"s\">t_v.id desc<\/span>\r\n  <span class=\"na\">column_options<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">visit_time<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">value_type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/span><span class=\"pi\">}<\/span>\r\n    <span class=\"na\">url<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">value_type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/span><span class=\"pi\">}<\/span>\r\n    <span class=\"na\">browser<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">value_type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/span><span class=\"pi\">}<\/span>\r\n<\/code><\/pre>\n<p>\u6267\u884cembulk\u7684preview\u547d\u4ee4\u540e\uff0c\u4f1a\u5728\u6807\u51c6\u8f93\u51fa\u4e2d\u663e\u793a\u4ecesql\u4e2d\u63d0\u53d6\u51fa\u6765\u7684\u7ed3\u679c\u3002<\/p>\n<pre class=\"post-pre\"><code>$ embulk preview chrome_config.yml\r\n<\/code><\/pre>\n<h3>\u6570\u636e\u8f6c\u6362\u6ee4\u955c-\u8bc4\u4f30<\/h3>\n<p>\u6211\u6253\u7b97\u5728\u8fd9\u6b21\u5206\u6790\u4e2d\u4ec5\u63d0\u53d6URL\u7684\u4e3b\u673a\u90e8\u5206\u3002\u56e0\u4e3a\u6709\u4e00\u4e2a\u53ef\u4ee5\u7f16\u5199Ruby\u8bed\u6cd5\u7684\u8fc7\u6ee4\u63d2\u4ef6\uff0c\u6240\u4ee5\u6211\u51b3\u5b9a\u4f7f\u7528\u5b83\u3002<\/p>\n<pre class=\"post-pre\"><code>$ embulk gem install embulk-filter-eval\r\n<\/code><\/pre>\n<p>\u5728eval_columns\u7684\u9879\u76ee\u4e2d\uff0c\u60a8\u53ef\u4ee5\u6307\u5b9a\u8981\u4e3a\u7b5b\u9009\u5668\u7f16\u5199\u7684\u5217\u540d\u79f0\u4ee5\u53ca\u4efb\u610f\u7684Ruby\u8bed\u6cd5\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">in<\/span><span class=\"pi\">:<\/span>\r\n<span class=\"s\">\uff08\u7565\uff09<\/span>\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\">eval<\/span>\r\n    <span class=\"na\">eval_columns<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">url<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">require<\/span> <span class=\"s\">'uri';<\/span> <span class=\"s\">URI.parse(value).host\"<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>$ embulk preview chrome_config.yml\r\n\r\n+---------------------+-------------------------------+----------------+\r\n|   visit_time:string |                    url:string | browser:string |\r\n+---------------------+-------------------------------+----------------+\r\n| 2015-12-23 05:32:12 |              www.google.co.jp |         chrome |\r\n| 2015-12-23 05:31:12 |              www.google.co.jp |         chrome |\r\n<\/code><\/pre>\n<p>\u6211\u5df2\u7ecf\u6210\u529f\u5730\u63d0\u53d6\u51fa\u4e86URL\u4e2d\u7684\u4e3b\u673a\u90e8\u5206\u3002<\/p>\n<h3>Elasticsearch \u8f93\u51fa\u63d2\u4ef6 Embulk<\/h3>\n<p>\u6700\u540e\u662f\u5c06\u7ed3\u679c\u8f93\u51fa\u5230elasticsearch\u3002<\/p>\n<p>\u9996\u5148\uff0c\u5728elasticsearch\u4e2d\u521b\u5efa\u6620\u5c04\u3002\u7d22\u5f15\u540d\u79f0\u8bbe\u7f6e\u4e3aembulk_browser_history\uff0c\u7c7b\u578b\u540d\u79f0\u8bbe\u7f6e\u4e3ahistory\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>curl <span class=\"nt\">-XPUT<\/span> <span class=\"s1\">'http:\/\/localhost:9200\/embulk_browser_history'<\/span> <span class=\"nt\">-d<\/span> <span class=\"s1\">'{\r\n  \"mappings\": {\r\n    \"history\": {\r\n      \"properties\": {\r\n        \"visit_time\": {\r\n          \"type\": \"date\",\r\n          \"format\": \"yyyy-MM-dd HH:mm:ss\"\r\n        },\r\n        \"url\": {\r\n          \"type\": \"string\",\r\n          \"index\": \"not_analyzed\"\r\n        }\r\n      }\r\n    }\r\n  }\r\n}'<\/span>\r\n<\/code><\/pre>\n<p>\u4f5c\u4e3a\u4e0b\u4e00\u6b65\uff0c\u6211\u4eec\u9700\u8981\u5b89\u88c5Embulk\u63d2\u4ef6- embulk-output-elasticsearch\uff0c\u56e0\u4e3a\u6620\u5c04\u5df2\u7ecf\u521b\u5efa\u5b8c\u6210\u3002<\/p>\n<pre class=\"post-pre\"><code>$ embulk gem install embulk-output-elasticsearch\r\n<\/code><\/pre>\n<p>\u8bf7\u6307\u5b9a\u7d22\u5f15\uff08index\uff09\u548c\u7d22\u5f15\u7c7b\u578b\uff08index_type\uff09\u4e3a\u4e0a\u8ff0\u6620\u5c04\u4e2d\u521b\u5efa\u7684\u5185\u5bb9\u3002\u8bf7\u6307\u5b9a cluster_name \u4e3a\u5148\u524d\u8fd0\u884c Elasticsearch \u65f6\u7684\u96c6\u7fa4\u540d\u79f0\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">in<\/span><span class=\"pi\">:<\/span>\r\n<span class=\"s\">\uff08\u7565\uff09<\/span>\r\n<span class=\"na\">filters<\/span><span class=\"pi\">:<\/span>\r\n<span class=\"s\">\uff08\u7565\uff09<\/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\">localhost<\/span><span class=\"pi\">}<\/span>\r\n  <span class=\"na\">cluster_name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">embulk_sandbox<\/span>\r\n  <span class=\"na\">index<\/span><span class=\"pi\">:<\/span> <span class=\"s\">embulk_browser_history<\/span>\r\n  <span class=\"na\">index_type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">history<\/span>\r\n<\/code><\/pre>\n<p>\u597d\u4e86\uff0c\u73b0\u5728\u7ec8\u4e8e\u8981\u6df1\u5165\u8ba8\u8bba\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code>$ embulk run chrome_config.yml\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-12-23 6.10.43.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d453437434c4406ca1c01\/87-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-12-23 6.10.43.png\" \/><\/div>\n<p>\u53ef\u4ee5\u63d2\u4e00\u811a\uff01<\/p>\n<h3>\u6211\u4eec\u6765\u67e5\u4e00\u4e0bFirefox\u7684\u6d4f\u89c8\u5386\u53f2\u5427\u3002<\/h3>\n<p>\u9452\u65bc\u6210\u529f\u904b\u4f5c\uff0c\u6211\u5011\u4e5f\u5c07\u5617\u8a66\u706b\u72d0\u7248\u672c\u3002<\/p>\n<p>\u987a\u4fbf\u63d0\u4e00\u4e0b\uff0c\u6839\u636e\u4e0a\u8ff0\u6b65\u9aa4\uff0cChrome\u7684\u8bbe\u7f6e\u6587\u4ef6\u5e94\u8be5\u662f\u4ee5\u4e0b\u8fd9\u6837\u7684\u3002<\/p>\n<h4>Chrome \u914d\u7f6e\u6587\u4ef6.yml<\/h4>\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\">jdbc<\/span>\r\n  <span class=\"na\">driver_path<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/Users\/hidenorimaehara\/sandbox\/browser_history_search\/sqlite-jdbc-3.8.11.2.jar<\/span>\r\n  <span class=\"na\">driver_class<\/span><span class=\"pi\">:<\/span> <span class=\"s\">org.sqlite.JDBC<\/span>\r\n  <span class=\"na\">url<\/span><span class=\"pi\">:<\/span> <span class=\"s\">jdbc:sqlite:History<\/span>\r\n  <span class=\"na\">query<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">|<\/span>\r\n    <span class=\"s\">select<\/span>\r\n      <span class=\"s\">datetime(t_v.visit_time\/1000000-11644473600,'unixepoch','localtime') as visit_time,<\/span>\r\n      <span class=\"s\">t_u.url,<\/span>\r\n      <span class=\"s\">'chrome' as browser<\/span>\r\n    <span class=\"s\">from<\/span>\r\n      <span class=\"s\">visits as t_v<\/span>\r\n        <span class=\"s\">left outer join urls as t_u<\/span>\r\n        <span class=\"s\">on t_v.url = t_u.id<\/span>\r\n    <span class=\"s\">order by<\/span>\r\n      <span class=\"s\">t_v.id desc<\/span>\r\n  <span class=\"na\">column_options<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">visit_time<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">value_type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/span><span class=\"pi\">}<\/span>\r\n    <span class=\"na\">url<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">value_type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/span><span class=\"pi\">}<\/span>\r\n    <span class=\"na\">browser<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">value_type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/span><span class=\"pi\">}<\/span>\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\">eval<\/span>\r\n    <span class=\"na\">eval_columns<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">url<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">require<\/span> <span class=\"s\">'uri';<\/span> <span class=\"s\">URI.parse(value).host\"<\/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\">localhost<\/span><span class=\"pi\">}<\/span>\r\n  <span class=\"na\">cluster_name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">embulk_sandbox<\/span>\r\n  <span class=\"na\">index<\/span><span class=\"pi\">:<\/span> <span class=\"s\">embulk_browser_history<\/span>\r\n  <span class=\"na\">index_type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">history<\/span>\r\n<\/code><\/pre>\n<h4>\u706b\u72d0\u914d\u7f6e\u6587\u4ef6.yml<\/h4>\n<p>\u6839\u636e\u4e0a\u8ff0\u5185\u5bb9\uff0c\u6211\u5c06\u4e3aFirefox\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u7248\u672c\u3002\u7531\u4e8e\u6570\u636e\u5e93\u548c\u8868\u683c\u7ed3\u6784\u4e0d\u540c\uff0c\u6211\u4f1a\u5bf9Chrome\u7684\u7248\u672c\u8fdb\u884c\u5fae\u8c03\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\">jdbc<\/span>\r\n  <span class=\"na\">driver_path<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/Users\/hidenorimaehara\/sandbox\/browser_history_search\/sqlite-jdbc-3.8.11.2.jar<\/span>\r\n  <span class=\"na\">driver_class<\/span><span class=\"pi\">:<\/span> <span class=\"s\">org.sqlite.JDBC<\/span>\r\n  <span class=\"na\">url<\/span><span class=\"pi\">:<\/span> <span class=\"s\">jdbc:sqlite:places.sqlite<\/span>\r\n  <span class=\"na\">query<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">|<\/span>\r\n    <span class=\"s\">select<\/span>\r\n      <span class=\"s\">datetime(t_mh.visit_date\/1000000,'unixepoch','localtime') as visit_time, <\/span>\r\n      <span class=\"s\">t_mp.url,<\/span>\r\n      <span class=\"s\">'firefox' as browser<\/span>\r\n    <span class=\"s\">from<\/span>\r\n      <span class=\"s\">moz_historyvisits as t_mh<\/span>\r\n        <span class=\"s\">left outer join moz_places as t_mp<\/span>\r\n        <span class=\"s\">on t_mh.place_id = t_mp.id<\/span>\r\n    <span class=\"s\">where<\/span>\r\n      <span class=\"s\">visit_time &gt;= '2015-09-22 00:00:00'<\/span>\r\n    <span class=\"s\">order by<\/span>\r\n      <span class=\"s\">t_mh.id desc<\/span>\r\n  <span class=\"na\">column_options<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">visit_time<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">value_type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/span><span class=\"pi\">}<\/span>\r\n    <span class=\"na\">url<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">value_type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/span><span class=\"pi\">}<\/span>\r\n    <span class=\"na\">browser<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">{<\/span><span class=\"nv\">value_type<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">string<\/span><span class=\"pi\">}<\/span>\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\">eval<\/span>\r\n    <span class=\"na\">eval_columns<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">url<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">require<\/span> <span class=\"s\">'uri';<\/span> <span class=\"s\">URI.parse(value).host\"<\/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\">localhost<\/span><span class=\"pi\">}<\/span>\r\n  <span class=\"na\">cluster_name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">embulk_sandbox<\/span>\r\n  <span class=\"na\">index<\/span><span class=\"pi\">:<\/span> <span class=\"s\">embulk_browser_history<\/span>\r\n  <span class=\"na\">index_type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">history<\/span>\r\n<\/code><\/pre>\n<p>\u6267\u884c\u5427\uff01<\/p>\n<pre class=\"post-pre\"><code>$ embulk run firefox_config.yml\r\n<\/code><\/pre>\n<p>Elasticsearch\u5df2\u7ecf\u5f88\u597d\u5730\u6295\u5165\u4f7f\u7528\u4e86\uff01<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-12-23 0.21.02.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d453437434c4406ca1c01\/101-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-12-23 0.21.02.png\" \/><\/div>\n<h2>\u57fa\u672c\u4e0a\uff0cKibana is a data visualization and exploration tool in the Elastic Stack that allows users to interact with and analyze data stored in Elasticsearch.<\/h2>\n<p>\u5982\u679c\u4f60\u80fd\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u5269\u4e0b\u7684\u5c31\u662f\u6839\u636e\u81ea\u5df1\u7684\u559c\u597d\u8c03\u6574Kibana\uff0c\u4ec5\u9700\u5bf9\u53ef\u89c6\u5316\u7684\u7ed3\u679c\u8fdb\u884c\u5206\u6790\u3002\u5728Kibana\u4e0a\u521b\u5efa\u4eea\u8868\u677f\u5927\u81f4\u5982\u4e0b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-12-23 0.42.31.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d453437434c4406ca1c01\/104-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-12-23 0.42.31.png\" \/><\/div>\n<p>\u597d\u9177\uff01<\/p>\n<h3>\u6700\u8fd1\u4e00\u5468\u7684\u6d4f\u89c8\u5668\u8bbf\u95ee\u91cf\uff08\u6309\u7167\u6d4f\u89c8\u5668\u5206\u7c7b\uff09<\/h3>\n<p>\u7ec8\u4e8e\u5230\u4e86\u9762\u5bf9\u8fc7\u53bb\u7684\u65f6\u523b\u4e86\u3002\u3002\u8ba9\u6211\u4eec\u6765\u770b\u770b\u6700\u8fd1\u4e00\u5468\u6bcf\u4e2a\u6d4f\u89c8\u5668\u7684\u8bbf\u95ee\u91cf\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-12-23 0.12.47.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d453437434c4406ca1c01\/108-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-12-23 0.12.47.png\" \/><\/div>\n<p>\u55ef\u55ef\uff01\u6700\u8fd1\u706b\u72d0\u6d4f\u89c8\u5668\u7684\u4f7f\u7528\u91cf\u597d\u50cf\u7279\u522b\u9ad8\u7684\u4e00\u5929\u3002\u3002\u3002<\/p>\n<h3>\u8fc7\u53bb\u4e00\u5468\u5185\u7684\u524d10\u4e2a\u6d4f\u89c8\u7f51\u7ad9<\/h3>\n<p>\u8ba9\u6211\u4eec\u6765\u67e5\u770b\u6700\u8fd1\u4e00\u5468\u7684\u8bbf\u95ee\u7f51\u7ad9\u524d10\u540d\uff0c\u770b\u770b\u4eca\u5929\u5230\u5e95\u8bbf\u95ee\u4e86\u54ea\u4e9b\u7f51\u7ad9\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-12-23 0.12.54.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d453437434c4406ca1c01\/112-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-12-23 0.12.54.png\" \/><\/div>\n<p>\u81ea\u5f8b\u7ba1\u7406\uff01<\/p>\n<h2>\u660e\u5e74\u7684\u76ee\u6807<\/h2>\n<p>\u901a\u8fc7\u67e5\u770b\u6d4f\u89c8\u5668\u7684\u6d4f\u89c8\u5386\u53f2\uff0c\u6211\u80fd\u591f\u5bf9\u4eba\u751f\u8fdb\u884c\u4e00\u6b21\u76d8\u70b9\u3002\u660e\u5e74\u7684\u76ee\u6807\u662f\u4ec0\u4e48\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Firefox\u306e\u95b2\u89a7\u6bd4\u7387\u309220%\u4ee5\u4e0b\u306b\u3059\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u95b2\u89a7\u30b5\u30a4\u30c8TOP10\u3092\u3001\u4eba\u306b\u898b\u305b\u3089\u308c\u308b\u3088\u3046\u306b\u3059\u308b<\/ul>\n<p>\u6211\u51b3\u5b9a\u8fd9\u6837\u505a\u3002<\/p>\n<p>\u5404\u4f4d\u662f\u5426\u8003\u8651\u5229\u7528\u81ea\u5df1\u7684\u6d4f\u89c8\u5668\u5386\u53f2\u8bb0\u5f55\u6765\u8fdb\u884c\u4eba\u751f\u7684\u68b3\u7406\u5462\uff1f<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd9\u7bc7\u6587\u7ae0\u662f\u6765\u81ea\u300cM3\u8d34\u7eb8\u65e5\u53862015\u300d\u7684\u7b2c22\u5929\u6587\u7ae0\u3002 \u9996\u5148 \u4f60\u597d\u3002\u73b0\u5728\u662f\u5e74\u672b\u4e86\u3002\u63d0\u5230\u5e74\u672b\uff0c\u8fd9\u662f\u56de\u987e\u4e00\u5e74\u7684\u597d\u673a [&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-41185","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>\u901a\u8fc7\u6d4f\u89c8\u5668\u7684\u6d4f\u89c8\u5386\u53f2\u8fdb\u884c\u4eba\u751f\u7684\u76d8\u70b9\uff08\u4f7f\u7528embulk + elasticsearch + kibana\u8fdb\u884c\u53ef\u89c6\u5316\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\/\u901a\u8fc7\u6d4f\u89c8\u5668\u7684\u6d4f\u89c8\u5386\u53f2\u8fdb\u884c\u4eba\u751f\u7684\u76d8\u70b9\uff08\u4f7f\u7528embulk-elasticsear\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u901a\u8fc7\u6d4f\u89c8\u5668\u7684\u6d4f\u89c8\u5386\u53f2\u8fdb\u884c\u4eba\u751f\u7684\u76d8\u70b9\uff08\u4f7f\u7528embulk + elasticsearch + kibana\u8fdb\u884c\u53ef\u89c6\u5316\uff09\" \/>\n<meta property=\"og:description\" content=\"\u8fd9\u7bc7\u6587\u7ae0\u662f\u6765\u81ea\u300cM3\u8d34\u7eb8\u65e5\u53862015\u300d\u7684\u7b2c22\u5929\u6587\u7ae0\u3002 \u9996\u5148 \u4f60\u597d\u3002\u73b0\u5728\u662f\u5e74\u672b\u4e86\u3002\u63d0\u5230\u5e74\u672b\uff0c\u8fd9\u662f\u56de\u987e\u4e00\u5e74\u7684\u597d\u673a [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u901a\u8fc7\u6d4f\u89c8\u5668\u7684\u6d4f\u89c8\u5386\u53f2\u8fdb\u884c\u4eba\u751f\u7684\u76d8\u70b9\uff08\u4f7f\u7528embulk-elasticsear\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-19T04:17:48+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T11:38:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d453437434c4406ca1c01\/34-0.png\" \/>\n<meta name=\"author\" content=\"\u97f5, \u79d1\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u97f5, \u79d1\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 \u5206\" \/>\n<script type=\"application\/ld+json\" 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