{"id":41227,"date":"2023-09-18T11:25:41","date_gmt":"2023-10-27T10:41:58","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8embulk%e5%b0%86rds%e7%9a%84%e6%85%a2%e6%9f%a5%e8%af%a2%e6%97%a5%e5%bf%97%e5%af%bc%e5%85%a5elasticsearch%e3%80%82\/"},"modified":"2024-01-15T10:53:21","modified_gmt":"2024-01-15T02:53:21","slug":"%e4%bd%bf%e7%94%a8embulk%e5%b0%86rds%e7%9a%84%e6%85%a2%e6%9f%a5%e8%af%a2%e6%97%a5%e5%bf%97%e5%af%bc%e5%85%a5elasticsearch%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8embulk%e5%b0%86rds%e7%9a%84%e6%85%a2%e6%9f%a5%e8%af%a2%e6%97%a5%e5%bf%97%e5%af%bc%e5%85%a5elasticsearch%e3%80%82\/","title":{"rendered":"\u4f7f\u7528Embulk\u5c06RDS\u7684\u6162\u67e5\u8be2\u65e5\u5fd7\u5bfc\u5165Elasticsearch"},"content":{"rendered":"

\u5728Amazon RDS\u4e2d\uff0c\u9ed8\u8ba4\u914d\u7f6e\u4e0b\uff0c\u6162\u67e5\u8be2\u65e5\u5fd7\u88ab\u4fdd\u5b58\u5728\u540d\u4e3amysql.slow_log\u7684\u8868\u4e2d\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528Embulk\u5c06\u5b58\u50a8\u5728mysql.slow_log\u4e2d\u7684\u6162\u67e5\u8be2\u65e5\u5fd7\u5bfc\u5165\u5230Elasticsearch\u4e2d\u8fdb\u884c\u6295\u5165\u3002<\/p>\n

\u5b89\u88c5\u6240\u9700\u7684\u63d2\u4ef6\u3002<\/h1>\n

\u4f7f\u7528embulk mkbundle\uff0c\u53ef\u4ee5\u5c06\u6240\u9700\u7684\u63d2\u4ef6\u901a\u8fc7Gemfile\u8fdb\u884c\u7ba1\u7406\u3002<\/p>\n

$ embulk mkbundle embulk-aurora-move-slowlog\r\n$ cd embulk-move-slowlog\r\n<\/code><\/pre>\n
\u5728Gemfile\u4e2d\u6dfb\u52a0\u6240\u9700\u7684\u63d2\u4ef6\u3002\u7531\u4e8e\u672c\u6b21\u64cd\u4f5c\u662f\u5c06RDS\u6570\u636e\u5e93\u4e2d\u7684slowlog\u6295\u5165\u5230Elasticsearch\u4e2d\uff0c\u56e0\u6b64\u5728Gemfile\u4e2d\u52a0\u5165\u4ee5\u4e0b\u7684\u63cf\u8ff0\u3002<\/p>\n
source 'https:\/\/rubygems.org\/'\r\ngem 'embulk', '~> 0.8.0'\r\ngem 'embulk-input-mysql', '~> 0.8.2'\r\ngem 'embulk-output-elasticsearch_ruby', '~> 0.1.4'\r\ngem 'embulk-filter-typecast', '~> 0.1.5'\r\ngem 'embulk-filter-column', '~> 0.6.0'\r\n<\/code><\/pre>\n
\u5b8c\u6210Gemfile\u540e\uff0c\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5\u63d2\u4ef6\u3002<\/p>\n
$ embulk bundle\r\n<\/code><\/pre>\n
\u521b\u5efa Embulk \u7684\u914d\u7f6e\u6587\u4ef6<\/h1>\n
\u521b\u5efa\u4e00\u4e2a\u7c7b\u4f3c\u4ee5\u4e0b\u7684\u914d\u7f6e\u6587\u4ef6\u3002<\/p>\n
in<\/span>:<\/span>\r\n  type<\/span>:<\/span> mysql<\/span>\r\n  user<\/span>:<\/span> xxxxxx<\/span>\r\n  password<\/span>:<\/span> yyyyy<\/span>\r\n  database<\/span>:<\/span> mysql<\/span>\r\n  table<\/span>:<\/span> slow_log<\/span>\r\n  host<\/span>:<\/span> zzzzzz.ap-northeast-1.rds.amazonaws.com<\/span>\r\n  select<\/span>:<\/span> \"<\/span>*\"<\/span>\r\n  column_options<\/span>:<\/span>\r\n    start_time<\/span>:<\/span> {<\/span>type<\/span>:<\/span> string<\/span>,<\/span> timestamp_format<\/span>:<\/span> \"<\/span>%Y-%m-%d<\/span> %H:%M:%S+09:00\"<\/span>}<\/span>\r\n  incremental<\/span>:<\/span> true<\/span>\r\n  incremental_columns<\/span>:<\/span> [<\/span>start_time<\/span>]<\/span>\r\n  options<\/span>:<\/span>\r\n    useLegacyDatetimeCode<\/span>:<\/span> false<\/span>\r\n    serverTimezone<\/span>:<\/span> UTC<\/span>\r\nfilters<\/span>:<\/span>\r\n  -<\/span> type<\/span>:<\/span> typecast<\/span>\r\n    columns<\/span>:<\/span>\r\n      -<\/span> {<\/span>name<\/span>:<\/span> query_time<\/span>,<\/span> type<\/span>:<\/span> long<\/span>}<\/span>\r\n      -<\/span> {<\/span>name<\/span>:<\/span> lock_time<\/span>,<\/span> type<\/span>:<\/span> long<\/span>}<\/span>\r\nout<\/span>:<\/span>\r\n  type<\/span>:<\/span> elasticsearch_ruby<\/span>\r\n  mode<\/span>:<\/span> normal<\/span>\r\n  nodes<\/span>:<\/span>\r\n    -<\/span> {<\/span>host<\/span>:<\/span> \"<\/span>elasticsearch.example.com\"<\/span>,<\/span> port<\/span>:<\/span> 9200<\/span> }<\/span>\r\n  index<\/span>:<\/span> slow_log<\/span>\r\n  index_type<\/span>:<\/span> log<\/span>\r\n  request_timeout<\/span>:<\/span> 60<\/span>\r\n<\/code><\/pre>\n
\u5173\u4e8e\u67e5\u8be2\u65f6\u95f4(query_time)\u548c\u9501\u5b9a\u65f6\u95f4(lock_time)\uff0c\u5728\u786e\u8ba4\u4e86\u6570\u636e\u5e93\u6a21\u5f0f\u540e\uff0c\u53d1\u73b0\u5b83\u4eec\u88ab\u5b58\u50a8\u4e3a\u65f6\u95f4\u7c7b\u578b(time)\u3002\u5982\u679c\u4fdd\u6301\u539f\u6837\u5bfc\u5165\u5230Elasticsearch\u4e2d\uff0c\u5c06\u65e0\u6cd5\u51c6\u786e\u4f20\u9012\u6570\u503c\uff0c\u56e0\u6b64\u6211\u4f7f\u7528embulk-filter-typecast\u5c06\u5176\u8f6c\u6362\u4e3a\u957f\u6574\u578b(long)\u3002\u53e6\u5916\uff0c\u5982\u679cRDS\u7684\u65f6\u533a\u4e3aJST\uff0c\u800cembulk\u91c7\u7528\u7684\u662fUTC\u65f6\u533a\uff0c\u5219\u53ef\u80fd\u5bfc\u81f4\u641c\u7d22\u5931\u8d25\uff0c\u6216\u8005\u5728\u4f7f\u7528Resume\u529f\u80fd\u65f6\u521b\u5efa\u7684\u6587\u4ef6\u65f6\u95f4\u88ab\u5012\u9000\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u5c06\u5176\u8f6c\u6362\u4e3a\u5b57\u7b26\u4e32\uff0c\u5e76\u5728column_options\u4e2d\u6dfb\u52a0\u65f6\u533a+09:00\uff0c\u5c06\u5176\u5f53\u4f5cUTC\u5904\u7406\uff0c\u5e76\u5728Elasticsearch\u7684\u6620\u5c04\u4e2d\u8fdb\u884c\u65f6\u533a\u8c03\u6574\u3002<\/p>\n
Elasticsearch\u7684\u6620\u5c04\u8bbe\u7f6e<\/h1>\n
\u7531\u4e8e\u524d\u8ff0\u7684\u539f\u56e0\uff0c\u6211\u4eec\u9700\u8981\u6307\u5b9astart_time\u7684format\u4e0etimestamp_format\u7684\u8f93\u51fa\u683c\u5f0f\u76f8\u5339\u914d\u3002<\/p>\n
{<\/span>\r\n  \"template\"<\/span>:<\/span> \"slow_log-*\"<\/span>,<\/span>\r\n  \"mappings\"<\/span>:<\/span> {<\/span>\r\n    \"log\"<\/span>:<\/span> {<\/span>\r\n      \"properties\"<\/span>:<\/span> {<\/span>\r\n        \"start_time\"<\/span>:<\/span> {<\/span>\r\n          \"type\"<\/span>:<\/span> \"date\"<\/span>,<\/span>\r\n          \"format\"<\/span>:<\/span> \"yyyy-MM-dd HH:mm:ssZZ\"<\/span>\r\n        },<\/span>\r\n        \"user_host\"<\/span>:<\/span> {<\/span>\r\n          \"type\"<\/span>:<\/span> \"string\"<\/span>,<\/span>\r\n          \"index\"<\/span>:<\/span> \"not_analyzed\"<\/span>\r\n        },<\/span>\r\n        \"query_time\"<\/span>:<\/span> {<\/span>\r\n          \"type\"<\/span>:<\/span> \"long\"<\/span>\r\n        },<\/span>\r\n        \"lock_time\"<\/span>:<\/span> {<\/span>\r\n          \"type\"<\/span>:<\/span> \"long\"<\/span>\r\n        },<\/span>\r\n        \"row_sent\"<\/span>:<\/span> {<\/span>\r\n          \"type\"<\/span>:<\/span> \"long\"<\/span>\r\n        },<\/span>\r\n        \"rows_examined\"<\/span>:<\/span> {<\/span>\r\n          \"type\"<\/span>:<\/span> \"long\"<\/span>\r\n        },<\/span>\r\n        \"db\"<\/span>:<\/span> {<\/span>\r\n          \"type\"<\/span>:<\/span> \"string\"<\/span>,<\/span>\r\n          \"index\"<\/span>:<\/span> \"not_analyzed\"<\/span>\r\n        },<\/span>\r\n        \"last_insert_id\"<\/span>:<\/span> {<\/span>\r\n          \"type\"<\/span>:<\/span> \"long\"<\/span>\r\n        },<\/span>\r\n        \"insert_id\"<\/span>:<\/span> {<\/span>\r\n          \"type\"<\/span>:<\/span> \"long\"<\/span>\r\n        },<\/span>\r\n        \"server_id\"<\/span>:<\/span> {<\/span>\r\n          \"type\"<\/span>:<\/span> \"long\"<\/span>\r\n        },<\/span>\r\n        \"sql_text\"<\/span>:<\/span> {<\/span>\r\n          \"type\"<\/span>:<\/span> \"string\"<\/span>,<\/span>\r\n          \"index\"<\/span>:<\/span> \"not_analyzed\"<\/span>\r\n        },<\/span>\r\n        \"thread_id\"<\/span>:<\/span> {<\/span>\r\n          \"type\"<\/span>:<\/span> \"long\"<\/span>\r\n        }<\/span>\r\n      }<\/span>\r\n    }<\/span>\r\n  }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
\u4f7f\u7528\u4e0a\u8ff0\u7684slow_log.json\u4f5c\u4e3atemplate\u5c06\u5176\u6ce8\u518c\u5230Elasticsearch\u4e2d\u3002<\/p>\n
$ curl -XPUT elasticsearch.example.com:9200\/_template\/slow_log -d \"$(cat slow_log.json)\"\r\n<\/code><\/pre>\n
\u4ee5\u4e0b\u662fslow_log\u7684\u6570\u636e\u5e93\u7ed3\u6784\uff0c\u9664\u4e86\u5c06type\u4e2d\u7684query_time\u548clock_time\u8bbe\u7f6e\u4e3along\u7c7b\u578b\u4e4b\u5916\uff0c\u5176\u4ed6\u5c3d\u53ef\u80fd\u6309\u7167mysql\u7684\u6a21\u5f0f\u8fdb\u884c\u4e86\u8bbe\u7f6e\u3002thread_id\u548cserver_id\u8fd9\u4e9b\u5b57\u6bb5\u53ef\u80fd\u6ca1\u6709\u4ec0\u4e48\u7528\u9014\uff0c\u6240\u4ee5\u4e5f\u8bb8\u53ef\u4ee5\u5c06\u5b83\u4eec\u8bbe\u7f6e\u4e3astring\u7c7b\u578b\u3002<\/p>\n
mysql> desc mysql.slow_log;\r\n+----------------+---------------------+------+-----+-------------------+-----------------------------+\r\n| Field          | Type                | Null | Key | Default           | Extra                       |\r\n+----------------+---------------------+------+-----+-------------------+-----------------------------+\r\n| start_time     | timestamp           | NO   |     | CURRENT_TIMESTAMP | on update CURRENT_TIMESTAMP |\r\n| user_host      | mediumtext          | NO   |     | NULL              |                             |\r\n| query_time     | time                | NO   |     | NULL              |                             |\r\n| lock_time      | time                | NO   |     | NULL              |                             |\r\n| rows_sent      | int(11)             | NO   |     | NULL              |                             |\r\n| rows_examined  | int(11)             | NO   |     | NULL              |                             |\r\n| db             | varchar(512)        | NO   |     | NULL              |                             |\r\n| last_insert_id | int(11)             | NO   |     | NULL              |                             |\r\n| insert_id      | int(11)             | NO   |     | NULL              |                             |\r\n| server_id      | int(10) unsigned    | NO   |     | NULL              |                             |\r\n| sql_text       | mediumtext          | NO   |     | NULL              |                             |\r\n| thread_id      | bigint(21) unsigned | NO   |     | NULL              |                             |\r\n+----------------+---------------------+------+-----+-------------------+-----------------------------+\r\n12 rows in set (0.00 sec)\r\n<\/code><\/pre>\n
\u6267\u884cEmbulk<\/h1>\n
\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6267\u884c\uff1a<\/p>\n
$ embulk run config.yml -b .\/<\/p>\n
\u53e6\u5916\uff0c\u7531\u4e8eembulk-input-mysql\u652f\u6301Resume\u529f\u80fd\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u5bfc\u5165\u4e0a\u6b21\u6267\u884c\u540e\u7684\u8bb0\u5f55\u3002<\/p>\n
$ embulk run config.yml -c diff.yml -b .\/\r\n<\/code><\/pre>\n
\u901a\u8fc7config.yml\u4e2d\u7684\u914d\u7f6eincremental: true\u548cincremental_columns: [start_time]\uff0c\u53ef\u4ee5\u4f7f\u5f97\u4e0a\u6b21\u5bfc\u5165\u7684start_time\u4ee5\u540e\u7684\u6570\u636e\u5728\u7b2c\u4e8c\u6b21\u53ca\u4ee5\u540e\u7684\u5bfc\u5165\u4e2d\u88ab\u63a5\u6536\u3002
\ndiff.yml\u5c06\u8f93\u51fa\u4ee5\u4e0b\u5185\u5bb9\uff0c\u5e76\u4e14\u6bcf\u6b21\u6267\u884cembulk\u65f6\uff0clast_record\u90e8\u5206\u90fd\u5c06\u88ab\u66f4\u65b0\u3002<\/p>\n
in<\/span>:<\/span>\r\n  last_record<\/span>:<\/span> [<\/span>'<\/span>2017-03-29T21:00:02.000000Z'<\/span>]<\/span>\r\nout<\/span>:<\/span> {}<\/span>\r\n<\/code><\/pre>\n
\u7ba1\u7406Elasticsearch\u7684\u65e5\u5fd7\u65f6\u95f4<\/h1>\n
\u5728embulk-output-elasticsearch_ruby\u4e2d\uff0c\u901a\u8fc7\u5728\u7d22\u5f15\u540d\u79f0\u4e2d\u6dfb\u52a0%Y%m%d\uff0c\u53ef\u4ee5\u5b9e\u73b0\u6bcf\u5929\u66f4\u6539Elasticsearch\u7d22\u5f15\u540d\u79f0\u7684\u529f\u80fd\u3002<\/p>\n
in<\/span>:<\/span>\r\n type<\/span>:<\/span> mysql<\/span>\r\n...<\/span>\r\n\u4e2d\u7565<\/span>\r\n...<\/span>\r\nout<\/span>:<\/span>\r\n type<\/span>:<\/span> elasticsearch_ruby<\/span>\r\n mode<\/span>:<\/span> normal<\/span>\r\n nodes<\/span>:<\/span>\r\n -<\/span> {<\/span>host<\/span>:<\/span> \"<\/span>elasticsearch.example.com\"<\/span>,<\/span> port<\/span>:<\/span> 9200<\/span> }<\/span>\r\n index<\/span>:<\/span> slow_log-%Y%m%d<\/span>\r\n index_type<\/span>:<\/span> log<\/span>\r\n request_timeout<\/span>:<\/span> 60<\/span>\r\n<\/code><\/pre>\n
\u901a\u8fc7\u5c06\u63cf\u8ff0\u8bbe\u7f6e\u4e3a\u7c7b\u4f3cslow_log-20170301\u7684\u7d22\u5f15\u540d\u79f0\uff0c\u53ef\u4ee5\u5c06\u6570\u636e\u63d2\u5165\uff0c\u5e76\u6309\u7167\u6620\u5c04\u6a21\u677f\u8bbe\u7f6e\u7684\u7d22\u5f15\u540d\u79f0\u8fdb\u884c\u5206\u9694\u3002\u8fd9\u6837\uff0c\u53ef\u4ee5\u6839\u636e\u6bcf\u5929\u7684\u7d22\u5f15\u540d\u79f0\u5c06\u7d22\u5f15\u5206\u5f00\u3002\u901a\u8fc7\u8fd9\u6837\u505a\uff0c\u6211\u8ba4\u4e3a\u53ef\u4ee5\u8f7b\u677e\u5220\u9664\u4e00\u5468\u524d\u63d2\u5165\u7684\u7d22\u5f15\u3002<\/p>\n
\u6587\u4e2d\u63d0\u53ca<\/h1>\n
\u6211\u53c2\u8003\u4e86\u4ee5\u4e0b\u6587\u7ae0\u3002\u975e\u5e38\u611f\u8c22\u3002
\n1. \u4f7f\u7528Embulk\u5c06ELB\u7684\u65e5\u5fd7\u5bfc\u5165Elasticsearch\u7684\u8bb0\u5f55
\n2. \u4f7f\u7528embulk mkbundle\u7684\u65b9\u6cd5
\n3. \u6574\u7406\u4e86Fluentd\u7684\u6279\u5904\u7406\u7248\u672cEmbulk\u7684\u603b\u7ed3<\/p>\n","protected":false},"excerpt":{"rendered":"
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