{"id":40961,"date":"2023-11-29T09:26:23","date_gmt":"2023-12-26T11:57:59","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%9d%e8%af%95%e9%80%9a%e8%bf%87%e4%bd%bf%e7%94%a8%e4%ba%9a%e9%a9%ac%e9%80%8aelasticsearch%e6%9c%8d%e5%8a%a1%e6%9d%a5%e8%bf%9b%e8%a1%8celasticsearch%e6%95%99%e7%a8%8b%e3%80%82\/"},"modified":"2024-05-04T11:17:03","modified_gmt":"2024-05-04T03:17:03","slug":"%e5%b0%9d%e8%af%95%e9%80%9a%e8%bf%87%e4%bd%bf%e7%94%a8%e4%ba%9a%e9%a9%ac%e9%80%8aelasticsearch%e6%9c%8d%e5%8a%a1%e6%9d%a5%e8%bf%9b%e8%a1%8celasticsearch%e6%95%99%e7%a8%8b%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%9d%e8%af%95%e9%80%9a%e8%bf%87%e4%bd%bf%e7%94%a8%e4%ba%9a%e9%a9%ac%e9%80%8aelasticsearch%e6%9c%8d%e5%8a%a1%e6%9d%a5%e8%bf%9b%e8%a1%8celasticsearch%e6%95%99%e7%a8%8b%e3%80%82\/","title":{"rendered":"\u5c1d\u8bd5\u901a\u8fc7\u4f7f\u7528\u4e9a\u9a6c\u900aElasticsearch\u670d\u52a1\u6765\u8fdb\u884cElasticsearch\u6559\u7a0b"},"content":{"rendered":"

\u6211\u5c07\u5728 Amazon Elasticseach Service \u4e0a\u555f\u52d5 Elasticsearch\uff0c\u4e26\u5617\u8a66\u7c21\u55ae\u5730\u4f7f\u7528\u5b83\u3002<\/p>\n

\u7531\u4e8e\u6709\u8bb8\u591a\u51fa\u8272\u7684\u7f51\u7ad9\u63d0\u4f9b\u6280\u672f\u76f8\u5173\u7684\u6982\u5ff5\uff0c\u6211\u4eec\u6b64\u6b21\u5c06\u4f7f\u7528\u4ee5\u4e0b\u7f51\u7ad9\u7684\u6559\u7a0b\u6765\u5b9e\u65bdAmazon Elasticsearch Service\u7684\u64cd\u4f5c\u3002<\/p>\n

code46.hatenablog.com\u7684\u5185\u5bb9\u8bf7\u7528\u4e2d\u6587\u91cd\u65b0\u8868\u8fbe\u3002<\/p>\n

\u4e3a\u4e86\u7b80\u5316\u672a\u5728\u4e0a\u8ff0\u4e2d\u63d0\u53ca\u7684\u6570\u636e\u6ce8\u518c\u548c\u64cd\u4f5c\uff0c\u6211\u4eec\u8fd8\u53c2\u8003\u4e86\u4ee5\u4e0b\u5185\u5bb9\u3002<\/p>\n

Elasticsearch \u547d\u4ee4\u884c\u63a5\u53e3\uff08ES CLI\uff09\uff5c Developers.IO<\/p>\n

\u5728Elasticsearch\u6559\u7a0b\u4e2d\u63d2\u5165\u6570\u636e- Qiita<\/p>\n

\u4eceAWS\u7684\u63a7\u5236\u53f0\u5f00\u59cbElasticsearch\u670d\u52a1\u3002
\n\u6309\u7167\u4e9a\u9a6c\u900a\u7684\u5165\u95e8\u6307\u5357\uff0c\u57285.1\u7248\u672c\u4e0a\u542f\u52a8\u3002<\/p>\n

\u4e3a\u4e86\u4ece\u4e00\u4e2a\u5355\u72ec\u542f\u52a8\u7684EC2\u5b9e\u4f8b\u5bf9Elasticsearch\u8fdb\u884c\u64cd\u4f5c\uff0c\u6211\u4eec\u8bbe\u7f6e\u4e86IAM\u7528\u6237\u57fa\u4e8e\u7684\u8bbf\u95ee\u7b56\u7565\u3002\u6b64\u5916\uff0c\u4e3a\u4e86\u8fdb\u884cKibana\u7684\u64cd\u4f5c\u786e\u8ba4\uff0c\u6211\u4eec\u8fd8\u8fdb\u884c\u4e86IP\u9650\u5236\u3002<\/p>\n

{\r\n  \"Version\": \"2012-10-17\",\r\n  \"Statement\": [\r\n    {\r\n      \"Effect\": \"Allow\",\r\n      \"Principal\": {\r\n        \"AWS\": \"arn:aws:iam::.....\"\r\n      },\r\n      \"Action\": \"es:*\",\r\n      \"Resource\": \"arn:aws:es:us-west-2:.....\"\r\n    },\r\n    {\r\n      \"Sid\": \"\",\r\n      \"Effect\": \"Allow\",\r\n      \"Principal\": {\r\n        \"AWS\": \"*\"\r\n      },\r\n      \"Action\": \"es:*\",\r\n      \"Resource\": \"arn:aws:es:us-west-2:.....\",\r\n      \"Condition\": {\r\n        \"IpAddress\": {\r\n          \"aws:SourceIp\": \"xxx.xxx.xxx.xxx\"\r\n        }\r\n      }\r\n    }\r\n  ]\r\n}\r\n<\/code><\/pre>\n
\u4e3a\u4e86\u7b80\u5316\u5bf9elasticsearch\u7684\u64cd\u4f5c\uff0c\u6211\u5c06\u5b89\u88c5elasticsearch-fabric\u3002<\/p>\n
pip install elasticsearch-fabric\r\n<\/code><\/pre>\n
\u521b\u5efa\u4e00\u4e2afabfile.py\u6587\u4ef6\uff0c\u4ee5\u4f7f\u5f97\u53ef\u4ee5\u6267\u884celasticsearch-fabric\u7684\u547d\u4ee4\u3002<\/p>\n
from<\/span> fabric.api<\/span> import<\/span> env<\/span>\r\nfrom<\/span> elasticsearch<\/span> import<\/span> Elasticsearch<\/span>\r\nfrom<\/span> elasticsearch<\/span> import<\/span> RequestsHttpConnection<\/span>\r\nfrom<\/span> requests_aws4auth<\/span> import<\/span> AWS4Auth<\/span>\r\nfrom<\/span> esfabric<\/span> import<\/span> tasks<\/span> as<\/span> es<\/span>\r\nfrom<\/span> boto3<\/span> import<\/span> Session<\/span>\r\nfrom<\/span> pprint<\/span> import<\/span> pprint<\/span>\r\n\r\n\r\nsession<\/span> =<\/span> Session<\/span>()<\/span>\r\ncredentials<\/span> =<\/span> session<\/span>.<\/span>get_credentials<\/span>()<\/span>\r\naccess_key<\/span> =<\/span> credentials<\/span>.<\/span>access_key<\/span>\r\nsecret_key<\/span> =<\/span> credentials<\/span>.<\/span>secret_key<\/span>\r\nregion<\/span> =<\/span> session<\/span>.<\/span>region_name<\/span>\r\n\r\nawsauth<\/span> =<\/span> AWS4Auth<\/span>(<\/span>access_key<\/span>,<\/span> secret_key<\/span>,<\/span> region<\/span>,<\/span> 'es'<\/span>)<\/span>\r\n\r\nenv<\/span>.<\/span>elasticsearch_clients<\/span> =<\/span> {<\/span>\r\n    \"default\"<\/span>:<\/span> Elasticsearch<\/span>(<\/span>**<\/span>{<\/span>\r\n        \"host\"<\/span>:<\/span> \"elasticsearch service\u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\"<\/span>,<\/span>\r\n        \"port\"<\/span>:<\/span> 443<\/span>,<\/span>\r\n        \"send_get_body_as\"<\/span>:<\/span> \"POST\"<\/span>,<\/span>\r\n        \"http_auth\"<\/span>:<\/span> awsauth<\/span>,<\/span>\r\n        \"use_ssl\"<\/span>:<\/span> True<\/span>,<\/span>\r\n        \"verify_certs\"<\/span>:<\/span> True<\/span>,<\/span>\r\n        \"connection_class\"<\/span>:<\/span> RequestsHttpConnection<\/span>\r\n    })<\/span>\r\n}<\/span>\r\n\r\n<\/code><\/pre>\n
\u8bf7\u5728aws configure\u547d\u4ee4\u4e2d\u8bbe\u7f6eaws cli\u7684access_key, secret_key\u548cregion\u3002\uff08\u76f4\u63a5\u5d4c\u5165\u4e0a\u9762\u7684\u6e90\u7801\u4e5f\u53ef\u4ee5\uff09
\n\u9a8c\u8bc1\u662f\u5426\u53ef\u4ee5\u901a\u8fc7elasticsearch-fabric\u8fdb\u884c\u8fde\u63a5\u3002<\/p>\n
fab es.info\r\n<\/code><\/pre>\n
\u8bf7\u786e\u8ba4\u8fd4\u56deElasticsearch\u670d\u52a1\u7684\u76f8\u5173\u4fe1\u606f\u3002<\/p>\n
\u73b0\u5728\u51c6\u5907\u5de5\u4f5c\u5df2\u7ecf\u5b8c\u6210\uff0c\u7ec8\u4e8e\u53ef\u4ee5\u5f00\u59cb\u8fdb\u884c\u6559\u7a0b\u4e86\u3002
\n\u4e0b\u9762\u662f\u6ce8\u518c\u5730\u56fe\u7684\u6559\u7a0b\u6b65\u9aa4\u3002<\/p>\n
cat mapping.json | fab es.indices.create:index=ldgourmet\r\n<\/code><\/pre>\n
\u5982\u679cmapping.json\u6587\u4ef6\u51fa\u73b0\u9519\u8bef\uff0c\u5220\u9664\u65b9\u6cd5\u5982\u4e0b\u3002<\/p>\n
fab es.indices.delete:index=ldgourmet\r\n<\/code><\/pre>\n
\u63a5\u4e0b\u6765\u662f\u6570\u636e\u6ce8\u518c\u7684\u6b65\u9aa4\uff0c\u4e3a\u4e86\u8fdb\u884cElasticsearch\u7684\u6279\u91cf\u6ce8\u518c\uff0c
\n\u6839\u636e\u53c2\u8003\u7f51\u7ad9\u521b\u5efa\u4ee5\u4e0b\u811a\u672c\uff0c\u5c06csv\u6570\u636e\u8f6c\u6362\u4e3ajson\u6570\u636e\u3002\uff08\u53ea\u9700\u53d6\u6d88\u6ce8\u91ca\u53c2\u8003\u7f51\u7ad9\u811a\u672c\u4e2d\u7684\u7d22\u5f15\u8f93\u51fa\u90e8\u5206\u3002\uff09<\/p>\n
#!\/usr\/bin\/env ruby<\/span>\r\n\r\nrequire<\/span> 'csv'<\/span>\r\nrequire<\/span> 'json'<\/span>\r\nrequire<\/span> 'securerandom'<\/span>\r\n\r\nline<\/span> =<\/span> STDIN<\/span>.<\/span>gets<\/span>.<\/span>chomp<\/span>\r\ncsv<\/span> =<\/span> CSV<\/span>.<\/span>new<\/span>(<\/span>line<\/span>)<\/span>\r\nheader<\/span> =<\/span> csv<\/span>.<\/span>to_a<\/span>[<\/span>0<\/span>]<\/span>\r\n\r\nINDEX<\/span> =<\/span> \"ldgourmet\"<\/span>\r\nTYPE<\/span>  =<\/span> \"restaurant\"<\/span>\r\n\r\ndef<\/span> string_to_float<\/span>(<\/span>string<\/span>)<\/span>\r\n  string<\/span> =~<\/span> \/([0-9]+)\\.([0-9]+)\\.(.+)\/<\/span>\r\n  (<\/span>$1<\/span>.<\/span>to_f<\/span> +<\/span> (<\/span>$2<\/span>.<\/span>to_f<\/span> \/<\/span> 60<\/span>)<\/span> +<\/span>  (<\/span>$3<\/span>.<\/span>to_f<\/span> \/<\/span> 60<\/span>**<\/span>2<\/span>)).<\/span>to_s<\/span>\r\nend<\/span>\r\n\r\n\r\nCSV<\/span>(<\/span>STDIN<\/span>).<\/span>each_with_index<\/span> do<\/span> |<\/span>row<\/span>,<\/span> i<\/span>|<\/span>\r\n  index<\/span> =<\/span> {<\/span> \"index\"<\/span> =><\/span>\r\n    {<\/span> \"_index\"<\/span> =><\/span> INDEX<\/span>,<\/span> \"_type\"<\/span> =><\/span> TYPE<\/span>,<\/span> \"_id\"<\/span> =><\/span> SecureRandom<\/span>.<\/span>uuid<\/span> }<\/span>\r\n  }<\/span>\r\n  puts<\/span> JSON<\/span>.<\/span>dump<\/span>(<\/span>index<\/span>)<\/span>\r\n  hash<\/span> =<\/span> Hash<\/span>[<\/span>header<\/span>.<\/span>zip<\/span> row<\/span>]<\/span>\r\n\r\n  hash<\/span>[<\/span>\"location\"<\/span>]<\/span> =<\/span> {<\/span>\r\n    :lat<\/span> =><\/span> string_to_float<\/span>(<\/span>hash<\/span>[<\/span>\"north_latitude\"<\/span>]),<\/span>\r\n    :lon<\/span> =><\/span> string_to_float<\/span>(<\/span>hash<\/span>[<\/span>\"east_longitude\"<\/span>]),<\/span>\r\n  }<\/span>\r\n\r\n  puts<\/span> JSON<\/span>.<\/span>dump<\/span>(<\/span>hash<\/span>)<\/span>\r\nend<\/span>\r\n<\/code><\/pre>\n
\u8f6c\u6362\u6570\u636e\u3002<\/p>\n
cat <\/span>restaurants.csv | ruby csv2json.rb ><\/span> restaurants.simple.json \r\n<\/code><\/pre>\n
\u6211\u5c06\u6ce8\u518c\u6570\u636e\u3002<\/p>\n
cat <\/span>restaurants.simple.json | fab es.helpers.bulk:index=<\/span>ldgourmet,doc_type=<\/span>restaurant\r\n\r\n<\/code><\/pre>\n
\u786e\u8ba4\u6570\u636e\u5df2\u7ecf\u88ab\u6ce8\u518c\u3002<\/p>\n
fab es.count:index=ldgourmet\r\n<\/code><\/pre>\n
{\"count\": 428475, \"_shards\": {\"successful\": 5, \"failed\": 0, \"total\": 5}}\r\n<\/code><\/pre>\n
\u5982\u679c\u786e\u8ba4\u6570\u636e\u5df2\u7ecf\u6ce8\u518c\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528Kibana\u63a7\u5236\u53f0\u6765\u6267\u884c\u67e5\u8be2\uff01<\/p>\n
\u5728\u63a7\u5236\u53f0\u4e2d\u53d1\u9001\u4ee5\u4e0b\u8bf7\u6c42\u5e76\u786e\u8ba4\u7ed3\u679c\u662f\u5426\u8fd4\u56de\u3002<\/p>\n
GET ldgourmet\/restaurant\/_search\r\n{\r\n  \"query\" : {\r\n    \"simple_query_string\" : {\r\n      \"query\": \"\\\"\u4e16\u7530\u8c37\\\",\r\n      \"fields\": [\"_all\"],\r\n      \"default_operator\": \"and\"\r\n    }\r\n  }\r\n}\r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"
\u6211\u5c07\u5728 Amazon Elasticseach Service \u4e0a\u555f\u52d5 Elasticsearch\uff0c\u4e26\u5617\u8a66\u7c21\u55ae […]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-40961","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n\u5c1d\u8bd5\u901a\u8fc7\u4f7f\u7528\u4e9a\u9a6c\u900aElasticsearch\u670d\u52a1\u6765\u8fdb\u884cElasticsearch\u6559\u7a0b - 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\u901a\u8fc7\u4f7f\u7528\u4e9a\u9a6c\u900aelasticsearch\u670d\u52a1\u6765\u8fdb\u884celasticsearch\u6559\u7a0b\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5c1d\u8bd5\u901a\u8fc7\u4f7f\u7528\u4e9a\u9a6c\u900aElasticsearch\u670d\u52a1\u6765\u8fdb\u884cElasticsearch\u6559\u7a0b\" \/>\n<meta property=\"og:description\" content=\"\u6211\u5c07\u5728 Amazon Elasticseach Service \u4e0a\u555f\u52d5 Elasticsearch\uff0c\u4e26\u5617\u8a66\u7c21\u55ae […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5c1d\u8bd5\u901a\u8fc7\u4f7f\u7528\u4e9a\u9a6c\u900aelasticsearch\u670d\u52a1\u6765\u8fdb\u884celasticsearch\u6559\u7a0b\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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