{"id":32319,"date":"2024-01-12T08:55:47","date_gmt":"2023-06-25T01:57:55","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8nodejs%e5%b0%86elasticsearch%e6%90%9c%e7%b4%a2%e7%bb%93%e6%9e%9c%e4%bd%9c%e4%b8%ba%e7%9f%a2%e9%87%8f%e7%93%a6%e7%89%87%e8%bf%9b%e8%a1%8c%e5%88%86%e5%8f%91%e3%80%82\/"},"modified":"2024-05-04T18:01:03","modified_gmt":"2024-05-04T10:01:03","slug":"%e4%bd%bf%e7%94%a8nodejs%e5%b0%86elasticsearch%e6%90%9c%e7%b4%a2%e7%bb%93%e6%9e%9c%e4%bd%9c%e4%b8%ba%e7%9f%a2%e9%87%8f%e7%93%a6%e7%89%87%e8%bf%9b%e8%a1%8c%e5%88%86%e5%8f%91%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8nodejs%e5%b0%86elasticsearch%e6%90%9c%e7%b4%a2%e7%bb%93%e6%9e%9c%e4%bd%9c%e4%b8%ba%e7%9f%a2%e9%87%8f%e7%93%a6%e7%89%87%e8%bf%9b%e8%a1%8c%e5%88%86%e5%8f%91%e3%80%82\/","title":{"rendered":"\u4f7f\u7528Nodejs\u5c06Elasticsearch\u641c\u7d22\u7ed3\u679c\u4f5c\u4e3a\u77e2\u91cf\u74e6\u7247\u8fdb\u884c\u5206\u53d1"},"content":{"rendered":"<h2>\u6458\u8981<\/h2>\n<p>\u51fa\u4e8e\u4e2a\u4eba\u5174\u8da3\uff0c\u6211\u60f3\u5c1d\u8bd5\u5229\u7528\u77e2\u91cf\u74e6\u7247\u6765\u4f7f\u7528\uff0c\u56e0\u6b64\u6211\u4f7f\u7528Nodejs\u521b\u5efa\u4e86\u4e00\u4e2a\u4e0d\u592a\u6e05\u695a\u7684\u74e6\u7247\u670d\u52a1\u5668\uff0c\u5c06Elasticsearch\u7684\u641c\u7d22\u7ed3\u679c\u8f6c\u6362\u4e3aMapbox\u7684\u4e8c\u8fdb\u5236\u77e2\u91cf\u74e6\u7247\u683c\u5f0f\uff0c\u5e76\u4f5c\u4e3a\u5f00\u6e90\u9879\u76ee\u8fdb\u884c\u4e86\u516c\u5f00\u3002\u6211\u521b\u5efa\u7684\u4ed3\u5e93\u5982\u4e0b\uff1a<\/p>\n<p>elastic2mvt: z\/x\/y\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u53d7\u3051\u53d6\u3063\u3066\u30d0\u30a4\u30ca\u30ea\u30d9\u30af\u30c8\u30eb\u30bf\u30a4\u30eb\u3092\uff11\u679a\u3060\u3051\u751f\u6210\u3059\u308b\u30e2\u30b8\u30e5\u30fc\u30eb<\/p>\n<p>es_tileserv: Nodejs\u306eExpress\u3067\u69cb\u7bc9\u3057\u305fElasticsearch\u7528\u306e\u30d9\u30af\u30c8\u30eb\u30bf\u30a4\u30eb\u914d\u4fe1\u30b5\u30fc\u30d0\u30fc<\/p>\n<p>\u8003\u8651\u5230\u8fd9\u79cd\u4f7f\u7528\u65b9\u5f0f\u53ef\u80fd\u672c\u8eab\u5c31\u662f\u53ef\u80fd\u7684\uff0c\u6211\u4eec\u6b63\u5728\u8fdb\u884c\u76f8\u5f53\u8bd5\u9a8c\u6027\u548c\u6478\u7d22\u6027\u7684API\u89c4\u8303\u7b49\u65b9\u9762\u7684\u601d\u8003\uff0c\u56e0\u6b64\uff0c\u4e0e\u6211\u5728\u8fd9\u91cc\u5199\u7684\u5185\u5bb9\u76f8\u6bd4\uff0c\u672a\u6765\u5185\u5bb9\u53ef\u80fd\u4f1a\u6709\u5f88\u5927\u53d8\u5316\u7684\u53ef\u80fd\u6027\uff0c\u4f46\u5982\u679c\u80fd\u63d0\u4f9b\u4e00\u4e9b\u60f3\u6cd5\uff0c\u6211\u4f1a\u4ecb\u7ecd\u5de5\u5177\u3002<\/p>\n<p>\u7531\u4e8e\u7bc7\u5e45\u8f83\u957f\uff0c\u6211\u4e0d\u4f1a\u5728\u6b64\u8fdb\u884c\u6e90\u4ee3\u7801\u7684\u89e3\u91ca\uff0c\u8bf7\u6709\u5174\u8da3\u7684\u4eba\u81ea\u884c\u67e5\u9605\u3002\u5982\u679c\u6709\u4efb\u4f55\u7591\u95ee\uff0c\u8bf7\u5728\u5b58\u50a8\u5e93\u4e0a\u63d0\u51fa\u95ee\u9898\u3002<\/p>\n<h2>\u4f7f\u7528\u65b9\u6cd5<\/h2>\n<p>\u4e3a\u4e86\u65b9\u4fbf\uff0c\u6211\u4eec\u8fdb\u884c\u4e86\u914d\u7f6e\uff0c\u4f7f\u5f97\u53ef\u4ee5\u901a\u8fc7Docker\u542f\u52a8\u5168\u90e8\u7684\u670d\u52a1\uff0c\u5305\u62ecElasticsearch\u3002\u6211\u4eec\u8fd8\u5c06Tile\u670d\u52a1\u5668\u7684Docker\u955c\u50cf\u4e0a\u4f20\u5230\u4e86Docker hub\uff0c\u56e0\u6b64\u5982\u679c\u8981\u4f7f\u7528\u6700\u65b0\u7684\u6e90\u4ee3\u7801\u8fdb\u884c\u6267\u884c\uff0c\u53ea\u9700\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u64cd\u4f5c\uff0c\u5373\u53ef\u901a\u8fc7pm2\u542f\u52a8Elasticsearch\u548c\u5206\u53d1\u670d\u52a1\u5668\u3002<\/p>\n<pre class=\"post-pre\"><code>git clone git@github.com:JinIgarashi\/es_tileserv.git\r\ncd es_tileserv\r\nnpm run docker:start\r\n<\/code><\/pre>\n<p>\u5982\u679c\u5bf9\u6e90\u4ee3\u7801\u8fdb\u884c\u4fee\u6b63\uff0c\u7136\u540e\u8fd0\u884cnpm run docker:build\uff0c\u5219\u4f1a\u6784\u5efa\u6700\u65b0\u7684\u955c\u50cf\u3002<\/p>\n<p>\u6211\u53ea\u51c6\u5907\u4e86\u80af\u5c3c\u4e9a\u7eb3\u6d1b\u514b\u9547\u7684\u5efa\u7b51\u591a\u8fb9\u5f62\u6570\u636e\u4f5c\u4e3a\u6d4b\u8bd5\u6570\u636e\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5728Elasticsearch\u4e2d\u521b\u5efa\u7d22\u5f15\u3002\u8bf7\u786e\u4fdd\u5b89\u88c5\u4e86GDAL\uff0c\u56e0\u4e3a\u6211\u4eec\u5c06\u4f7f\u7528ogr2ogr\u3002<\/p>\n<pre class=\"post-pre\"><code>cd sample-data\r\n.\/insert_test_data.sh\r\n<\/code><\/pre>\n<p>\u53ea\u8981\u6709\u4e00\u4e2a\u540d\u4e3aosm_building_narok\u7684\u7d22\u5f15\uff0c\u5c31\u53ef\u4ee5\u3002<\/p>\n<pre class=\"post-pre\"><code>ogrinfo ES:http:\/\/localhost:9200\r\n\r\nINFO: Open of `ES:http:\/\/localhost:9200'\r\n      using driver `Elasticsearch' successful.\r\n1: osm_building_narok (Multi Polygon)\r\n<\/code><\/pre>\n<h2>\u5173\u4e8eAPI\u89c4\u8303\u7684\u8bf4\u660e<\/h2>\n<p>\u5728\u542f\u52a8\u670d\u52a1\u5668\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528\u6d4f\u89c8\u5668\u6253\u5f00http:\/\/localhost:8080\/docs\u5e76\u4f7f\u7528Swagger\u8fdb\u884cAPI\u6d4b\u8bd5\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d111f37434c4406bf2b81\/15-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u4f7f\u7528\/api\/tile\/{z}\/{x}\/{y}.{ext}\u8fd9\u4e2aAPI\u3002\u70b9\u51fb\u201c\u8bd5\u7528\u201d\u6309\u94ae\uff0c\u4fdd\u6301\u9ed8\u8ba4\u7684\u793a\u4f8b\uff0c\u70b9\u51fb\u201c\u6267\u884c\u201d\uff0c\u5982\u679c\u8fd4\u56de\u7801\u4e3a200\uff0c\u5219\u8868\u793a\u6210\u529f\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d111f37434c4406bf2b81\/17-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d111f37434c4406bf2b81\/18-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u56e0\u4e3a\u4ec5\u51ed\u8fd9\u4e2a\u4e0d\u592a\u660e\u767d\uff0c\u6240\u4ee5\u6211\u4f1a\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7684URL\u5c1d\u8bd5\u4e00\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code>http:\/\/localhost:8080\/api\/tile\/14\/9824\/8241.pbf?indices=%5B%7B%22name%22%3A%22osm_building_narok%22%2C%22geometry%22%3A%22geometry%22%2C%22query%22%3A%7B%22term%22%3A%7B%22building%22%3A%22school%22%7D%7D%7D%5D\r\n<\/code><\/pre>\n<p>\u7531\u4e8e8241.pbf\u5df2\u7ecf\u4e0b\u8f7d\u4e0b\u6765\u4e86\uff0c\u6211\u5c06\u5728QGIS3.14\u6216\u66f4\u9ad8\u7248\u672c\u4e2d\u5c1d\u8bd5\u62d6\u653e\u6b64\u6587\u4ef6\u3002\u770b\u8d77\u6765\u591a\u8fb9\u5f62\u5df2\u7ecf\u663e\u793a\u51fa\u6765\u4e86\uff01\u4f60\u53ef\u4ee5\u4ece\u8fd9\u91cc\u4e0b\u8f7dQGIS\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d111f37434c4406bf2b81\/22-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u7531\u4e8e\u5e0c\u671b\u4ee5\u66f4\u52a8\u6001\u7684\u65b9\u5f0f\u67e5\u770b\u77e2\u91cf\u74e6\u7247\uff0c\u56e0\u6b64\u6211\u4eec\u5c06\u5c1d\u8bd5\u4f7f\u7528QGIS\u7684\u77e2\u91cf\u74e6\u7247\u529f\u80fd\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d111f37434c4406bf2b81\/24-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u94fe\u63a5\u4e2d\u6307\u5b9a\u4e86\u4ee5\u4e0b\u5185\u5bb9\u3002\u4e3a\u4e86\u907f\u514d\u5b66\u6821\u53d8\u5f97\u5355\u8c03\uff0c\u6682\u65f6\u5c06\u5176\u8bbe\u7f6e\u4e3a\u6ca1\u6709\u641c\u7d22\u6761\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code>http:\/\/localhost:8080\/api\/tile\/{z}\/{x}\/{y}.pbf?indices=[{\"name\":\"osm_building_narok\",\"geometry\":\"geometry\"}]\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d111f37434c4406bf2b81\/27-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5728\u6d4f\u89c8\u5668\u9762\u677f\u4e2d\u663e\u793a\u4e86\u77e2\u91cf\u5207\u7247\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d111f37434c4406bf2b81\/29-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5728\u663e\u793a\u6dfb\u52a0\u7684\u77e2\u91cf\u5207\u7247\u4e4b\u524d\uff0c\u8bf7\u4f7f\u7528QGIS\u5728\u80af\u5c3c\u4e9a\u7684\u7eb3\u7f57\u514b\u9547\u663e\u793a\u4f4d\u7f6e\u3002\u8fd9\u91cc\u6211\u4eec\u5c06\u5c1d\u8bd5\u6dfb\u52a0Maptiler\u63d2\u4ef6\u7684\u57fa\u672c\u529f\u80fd\u3002\u8bf7\u63d0\u524d\u83b7\u53d6\u8bbf\u95ee\u5bc6\u94a5\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d111f37434c4406bf2b81\/31-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d111f37434c4406bf2b81\/32-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u73b0\u5728\uff0c\u5728\u8fd9\u91cc\u5c06\u521b\u5efa\u7684\u77e2\u91cf\u5207\u7247\u6dfb\u52a0\u5230\u5730\u56fe\u4e2d\u3002\u53ea\u9700\u53cc\u51fb\u6d4f\u89c8\u5668\u9762\u677f\u4e2d\u7684Vector Tile\u7684elastic MVT test\u5373\u53ef\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d111f37434c4406bf2b81\/34-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5f53\u6211\u67e5\u770b\u7ec8\u7aef\u65f6\uff0c\u6211\u80fd\u591f\u770b\u5230\u65e5\u5fd7\u6b63\u5e38\u8f93\u51fa\uff0c\u5e76\u4e14\u786e\u8ba4\u7a0b\u5e8f\u5728\u8fd0\u884c\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code>es_tileserv_1    | 06:18:20 2|es_tileserv  | GET \/api\/tile\/13\/4914\/4121.pbf?indices=[%7B%22name%22:%22osm_building_narok%22,%22geometry%22:%22geometry%22%7D] 200 51.559 ms - 0\r\nes_tileserv_1    | 06:18:20 1|es_tileserv  | GET \/api\/tile\/13\/4914\/4122.pbf?indices=[%7B%22name%22:%22osm_building_narok%22,%22geometry%22:%22geometry%22%7D] 200 53.046 ms - 0\r\n<\/code><\/pre>\n<h2>\u672a\u6765\u5c55\u671b<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3067MapboxGL JS\u3092\u4f7f\u3063\u3066\u52d5\u7684\u306b\u691c\u7d22\u30ef\u30fc\u30c9\u3092\u5909\u3048\u3064\u3064\u3001\u30d9\u30af\u30c8\u30eb\u30bf\u30a4\u30eb\u3092\u5730\u56f3\u306b\u8868\u793a\u3057\u305f\u3044\u3002<\/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\">\u3082\u3057\u3067\u304d\u305f\u3089\u3001es_tileserv\u3067\u691c\u7d22\u3057\u3066\u8868\u793a\u3059\u308bMapbox GL JS\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f5c\u308a\u305f\u3044\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul 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