{"id":40724,"date":"2023-09-11T16:43:32","date_gmt":"2023-12-30T19:25:37","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8-django-%e8%bf%9e%e6%8e%a5-elasticsearch\/"},"modified":"2024-05-03T23:14:57","modified_gmt":"2024-05-03T15:14:57","slug":"%e4%bd%bf%e7%94%a8-django-%e8%bf%9e%e6%8e%a5-elasticsearch","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8-django-%e8%bf%9e%e6%8e%a5-elasticsearch\/","title":{"rendered":"\u4f7f\u7528 Django \u8fde\u63a5 Elasticsearch"},"content":{"rendered":"<p>\u8fd9\u662f2014\u5e74Elasticsearch\u5723\u8bde\u65e5\u5386\u7684\u7b2c24\u7bc7\u6587\u7ae0\u3002<\/p>\n<p>2019\u5e7412\u67083\u65e5\u66f4\u65b0<br \/>\n\u7531\u4e8eElasticUtils\u5f00\u53d1\u5df2\u7ecf\u7ec8\u6b62\uff0c\u800chaystack\u5f00\u53d1\u4e5f\u505c\u6ede\u4e0d\u524d\uff0c\u56e0\u6b64\u73b0\u5728\u4f7f\u7528Elasticsearch\u5b98\u65b9\u7684elasticsearch-dsl-py\u662f\u6700\u4f73\u9009\u62e9\u3002<\/p>\n<h2>\u5e8f\u8a00<\/h2>\n<p>\u5982\u679c\u4f7f\u7528Django\u6765\u5b9e\u73b0\u641c\u7d22\u529f\u80fd\uff0c\u6211\u8ba4\u4e3a\u4f1a\u4f7f\u7528\u6807\u51c6\u7684ORM\uff0c\u5373QuerySet\u3002\u7136\u800c\uff0c\u7531\u4e8e\u901a\u8fc7ORM\u5411\u6570\u636e\u5e93\u53d1\u51fa\u67e5\u8be2\uff0c\u6240\u4ee5\u5f53\u6570\u636e\u91cf\u8fbe\u5230\u51e0\u5341\u4e07\u6761\u6216\u8de8\u8d8a\u591a\u4e2a\u6a21\u578b\u8fdb\u884c\u641c\u7d22\u65f6\uff0cJOIN\u64cd\u4f5c\u4f1a\u589e\u591a\uff0c\u6027\u80fd\u4f1a\u53d7\u5230\u5f71\u54cd\u3002<\/p>\n<p>\u5f53\u7136\u4e4b\u8a00\u5f53\u7136\u662f\u8fd9\u6837\u7684\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u4e00\u79cd\u89e3\u51b3\u65b9\u6848\u662f\u5728\u641c\u7d22\u540e\u7aef\u5f15\u5165Elasticsearch\u3002<br \/>\n\u5728\u8fd9\u91cc\uff0c\u6211\u60f3\u4ecb\u7ecd\u4e00\u4e9b\u5728Django\u4e2d\u5f15\u5165Elasticsearch\u7684\u65b9\u6cd5\u3002<\/p>\n<h2>Python\u4f7f\u7528Elasticsearch\u5e93<\/h2>\n<h3>\u4f7f\u7528 Haystack<\/h3>\n<p>Haystack\u4e3a\u591a\u4e2a\u641c\u7d22\u540e\u7aef\u63d0\u4f9b\u4e86\u7c7b\u4f3cDjango\u7684QuerySet\u7684API\u3002<\/p>\n<p>\u7531\u4e8e\u53ef\u4ee5\u4f7f\u7528\u7c7b\u4f3c\u4e8e\u6807\u51c6ORM\u4ee3\u7801\u7684\u65b9\u5f0f\u6765\u53d1\u51fa\u641c\u7d22\u67e5\u8be2\uff0c\u8bf7\u4e0d\u9700\u8981\u8bb0\u4f4f\u6bcf\u4e2a\u641c\u7d22\u5f15\u64ce\u7684\u67e5\u8be2DSL\uff0c\u4ece\u800c\u964d\u4f4e\u4e86\u5b66\u4e60\u6210\u672c\u3002<\/p>\n<p>\u5982\u679c\u53c2\u8003\u4ee5\u4e0b\u7684\u6587\u7ae0\uff0c\u4f60\u5e94\u8be5\u5927\u81f4\u4e86\u89e3\u5982\u4f55\u4f7f\u7528\u4e86\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Django + Elasticsearch \u30b3\u30c8\u30cf\u30b8\u30e1<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Haystack + Elasticsearch + kuromoji \u30b3\u30c8\u30cf\u30b8\u30e1<\/ul>\n<p>\u5982\u679c\u5728Django\u7684settings.py\u6587\u4ef6\u4e2d\u4f7f\u7528elasticstack\u6269\u5c55\u8bbe\u7f6eElasticsearch\u914d\u7f6e\uff0c\u6216\u8005\u4f7f\u7528celery-haystack\u4f7f\u7528\u4efb\u52a1\u961f\u5217\u7684Celery\uff0c\u8fd8\u53ef\u4ee5\u6269\u5c55\u529f\u80fd\uff0c\u4ee5\u5b9e\u73b0Django\u6a21\u578b\u5728\u66f4\u65b0\u65f6\u5f02\u6b65\u66f4\u65b0Elasticsearch\u7d22\u5f15\u7b49\u529f\u80fd\u6269\u5c55\u3002<\/p>\n<h4>\u5e72\u8349\u5806\u7684\u6ce8\u610f\u4e8b\u9879<\/h4>\n<p>\u7531\u4e8e\u957f\u65f6\u95f4\u6ca1\u6709\u66f4\u65b0Elasticsearch\u7684\u540e\u7aef\uff0c\u5c3d\u7ba1Haystack\u62e5\u6709\u4e30\u5bcc\u7684\u5468\u8fb9\u5e93\u5e76\u4e14\u975e\u5e38\u65b9\u4fbf\uff0c\u4f46\u9700\u8981\u6ce8\u610f\u4ee5\u4e0b\u51e0\u70b9\u5728\u5f15\u5165\u65f6\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Aggregation \u304c\u4f7f\u3048\u306a\u3044<\/ul>\n<\/li>\n<\/ul>\n<p>Facet \u306e\u307f\u5bfe\u5fdc<\/p>\n<p>Haystack \u5168\u4f53\u30671\u3064\u306e Index \u3057\u304b\u751f\u6210\u3057\u306a\u3044<\/p>\n<p>\u8907\u6570\u306e Index \u306b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u5206\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044<\/p>\n<p>\u7531\u4e8e\u57fa\u672c\u4e0d\u652f\u6301Elasticseach 1.0\u8fc1\u79fb\u7684\u65b0\u529f\u80fd\uff0c\u56e0\u6b64\u8bb8\u591a\u529f\u80fd\u53d7\u5230\u4e86\u9650\u5236\u3002\u7279\u522b\u662f\u4e0d\u80fd\u4f7f\u7528\u805a\u5408\u529f\u80fd\u975e\u5e38\u4ee4\u4eba\u75db\u82e6\u3002<\/p>\n<p>\u6839\u636e\u4ee5\u4e0a\u5185\u5bb9\uff0c\u5728\u4f7f\u7528Django\u7684Haystack\u65f6\uff0c\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u65b9\u9488\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Elasticsearch \u306e\u96c6\u8a08\u6a5f\u80fd\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408 Haystack \u306f \u4f7f\u308f\u306a\u3044<\/ul>\n<\/li>\n<\/ul>\n<p>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u8907\u6570\u306e Index \u306b\u5206\u3051\u308b\u5834\u5408 Haystack \u306f \u4f7f\u308f\u306a\u3044<\/p>\n<p>\u5982\u679c\u4f60\u53ea\u4e13\u6ce8\u4e8e\u7b80\u5355\u7684\u5168\u6587\u641c\u7d22\uff0cHaystack\u4e5f\u53ef\u4ee5\u6ee1\u8db3\u9700\u6c42\u3002<\/p>\n<p>\u7136\u800c\uff0c\u968f\u7740\u641c\u7d22\u529f\u80fd\u7684\u4e0d\u65ad\u589e\u52a0\uff0c\u5f88\u96be\u60f3\u8c61\u4ec5\u4ec5\u4f9d\u9760\u5168\u6587\u641c\u7d22\u5c31\u80fd\u6ee1\u8db3\u529f\u80fd\u9700\u6c42\u7684\u60c5\u51b5\u3002\u800c\u4e14\u7531\u4e8eHaystack\u4e0e\u4f7f\u7528\u7684Django\u5e94\u7528\u7a0b\u5e8f\u7d27\u5bc6\u8026\u5408\uff0c\u56e0\u6b64\u5f53\u9700\u8981\u653e\u5f03Haystack\u65f6\uff0c\u4f1a\u5e26\u6765\u76f8\u5f53\u5927\u7684\u8d1f\u62c5\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u4fdd\u5b58\u7684\u6587\u6863\u6570\u636e\u4e5f\u5c06\u91c7\u7528Haystack\u72ec\u7279\u7684\u683c\u5f0f\uff0c\u56e0\u6b64\u5f88\u96be\u7ee7\u627f\u5df2\u751f\u6210\u7684\u7d22\u5f15\u6570\u636e\u6216\u5728\u5176\u4ed6\u641c\u7d22\u540e\u7aef\u4e2d\u91cd\u7528\u3002<\/p>\n<h3>\u4f7f\u7528ElasticUtils<\/h3>\n<p>\u9019\u662fMozilla\u70baPython\u8a2d\u8a08\u7684Elasticsearch\u5eab\u3002<br \/>\n\u9806\u5e36\u4e00\u63d0\uff0cMozilla\u7d93\u71df\u8457\u4e00\u500b\u9f90\u5927\u7684Django\u7db2\u7ad9\uff08\u7db2\u5740\uff09\u3002<\/p>\n<p>\u5b9e\u9645\u4e0a\uff0c\u6211\u4ece\u672a\u4f7f\u7528\u8fc7 elasticutil\uff0c\u5bf9\u4e8e\u5b83\u7684\u5b9e\u9645\u4f7f\u7528\u611f\u53d7\u3001\u4fbf\u5229\u6027\u4ee5\u53ca\u53ef\u80fd\u9047\u5230\u7684\u56f0\u96be\uff0c\u6211\u4e00\u65e0\u6240\u77e5\uff08\u5f88\u62b1\u6b49\uff09\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u6211\u60f3\u8981\u901a\u904e\u95b1\u8b80\u6587\u4ef6\u4e26\u5beb\u4e0b\u6211\u7684\u5370\u8c61\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Django \u5c02\u7528\u3067\u306f\u306a\u3044<\/ul>\n<\/li>\n<\/ul>\n<p>\u4ed6\u306ePython\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3082\u9069\u7528\u53ef\u80fd<\/p>\n<p>ElasticUtils.contrib \u30e2\u30b8\u30e5\u30fc\u30eb\u3067\u5bfe\u5fdc\u53ef\u80fd(URL)<\/p>\n<p>Django \u306e Model \u3068\u9023\u643a\u53ef\u80fd<br \/>\nCelery \u3068\u306e\u9023\u643a\u53ef\u80fd<\/p>\n<p>\u691c\u7d22API\u304cQuerySet\u306b\u4f3c\u3066\u308b<\/p>\n<p>Haystack \u307b\u3069\u3067\u306f\u306a\u3044<\/p>\n<p>S() \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3067\u691c\u7d22\u30af\u30a8\u30ea\u3092\u767a\u884c\u3059\u308b<\/p>\n<p>Django \u306e QuerySet \u3068\u540c\u3058\u7acb\u3061\u4f4d\u7f6e<\/p>\n<p>Q() \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3067\u691c\u7d22\u6761\u4ef6\u3092\u500b\u5225\u306b\u5b9a\u7fa9\u3057\u3066 S() \u3078\u6e21\u305b\u308b<\/p>\n<p>\u6761\u4ef6\u306b\u3088\u3063\u3066\u5909\u5316\u3059\u308b\u8907\u96d1\u306a\u30af\u30a8\u30ea\u306e\u7d44\u307f\u7acb\u3066\u306b\u4f7f\u3048\u308b<\/p>\n<p>F() \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3067\u30d5\u30a3\u30eb\u30bf\u306e or \u691c\u7d22\u304c\u3067\u304d\u308b<\/p>\n<p>Django \u306e Q \u3068\u4f3c\u305f\u7528\u9014<\/p>\n<p>Index \u3068 mapping \u306f\u500b\u5225\u306b\u5b9a\u7fa9\u3067\u304d\u308b<br \/>\n\u6700\u65b0\u306e Aggregation \u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b\u602a\u3057\u3044<\/p>\n<p>\u5b9f\u969b\u306b\u767a\u884c\u3055\u308c\u308bQueryDSL\u3084\u30bd\u30fc\u30b9\u306e\u4e2d\u8eab\u3092\u78ba\u8a8d\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u65ad\u8a00\u306f\u3067\u304d\u307e\u305b\u3093\u304c\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306eURL\u306e\u30ea\u30f3\u30af\u5148\u304c Facet \u306e\u307e\u307e\u306a\u306e\u3067 Es \u306e\u96c6\u8a08\u6a5f\u80fd\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<br \/>\nhttp:\/\/ElasticUtils.readthedocs.org\/en\/latest\/searching.html#id46<\/p>\n<h4>\u5370\u8c61<\/h4>\n<p>ElasticUtils\u867d\u7136\u4e0d\u50cfHaystack\u90a3\u6837\u529f\u80fd\u53d7\u9650\uff0c\u4f46\u5176\u5404\u79cdAPI\u90fd\u6709\u9002\u5ea6\u7684\u62bd\u8c61\u5316\uff0c\u7ed9\u4eba\u4e00\u79cd\u6bd4Haystack\u66f4\u7075\u6d3b\u53ef\u8c03\u7528\u7684\u5370\u8c61\u3002\u6b64\u5916\uff0cElasticUtils\u7684API\u4e0eDjango\u7684API\u6709\u5f88\u591a\u76f8\u4f3c\u4e4b\u5904\uff0c\u5bf9\u4e8e\u4e60\u60ef\u7f16\u5199QuerySet\u4ee3\u7801\u7684\u4eba\u6765\u8bf4\u5e94\u8be5\u66f4\u5bb9\u6613\u4e0a\u624b\u3002\u4e0d\u8fc7\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u7531\u4e8e\u5176\u53ef\u80fd\u4e0d\u652f\u6301\u805a\u5408\u529f\u80fd\uff0c\u56e0\u6b64\u5728\u9700\u8981\u4f7f\u7528\u805a\u5408\u529f\u80fd\u65f6\u9700\u8981\u683c\u5916\u5c0f\u5fc3\u3002<\/p>\n<h3>\u4f7f\u7528elasticsearch-py<\/h3>\n<p>\u8fd9\u662fElasticsearch\u63d0\u4f9b\u7684\u5b98\u65b9\u5e93\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Python \u3092 Elasticsearch \u306e\u8584\u3044\u30e9\u30c3\u30d1\u30fc<\/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\">Python\u306eDict\u3067\u305d\u306e\u307e\u307e QueryDSL \u3092\u66f8\u304f\u305f\u3081\u3001QueryDSL\u3092\u899a\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u4f9d\u5b58\u304c\u5c11\u306a\u304f\u3001Es\u306e\u4ed5\u69d8\u3092\u77e5\u3063\u3066\u3044\u308c\u3070\u30d5\u30eb\u6a5f\u80fd\u3092\u547c\u3073\u51fa\u305b\u308b<\/ul>\n<p>\u8fd9\u4e2a\u5e93\u53ea\u662f\u5c06\u8c03\u7528 REST API \u548c\u63a5\u6536\u8fd4\u56de\u503c\u7684\u90e8\u5206\u9690\u85cf\u8d77\u6765\uff0c\u6240\u4ee5\u53ea\u662f\u8ba9\u4f60\u80fd\u591f\u5728Python\u4e2d\u5199\u5165\u901a\u5e38\u7528curl\u5b9e\u73b0\u7684\u90e8\u5206\uff0c\u8fd9\u5c31\u662f\u6211\u7684\u5370\u8c61\u3002<\/p>\n<p>\u7531\u4e8e\u9700\u8981\u8bb0\u4f4fElasticsearch\u5404\u79cdAPI\uff0c\u5b66\u4e60\u6210\u672c\u5c06\u53d8\u5f97\u5f88\u9ad8\u3002\u6b64\u5916\uff0c\u4ee3\u7801\u91cf\u4e5f\u4f1a\u589e\u52a0\u3002<\/p>\n<p>\u7136\u800c\uff0c\u4ee5\u4e0b\u662f\u5b83\u7684\u597d\u5904\uff1a<br \/>\n&#8211; \u53ef\u8f7b\u677e\u8ffd\u968fElasticsearch\u7684\u66f4\u6539<br \/>\n&#8211; \u53ef\u8f7b\u677e\u5c1d\u8bd5\u65b0\u529f\u80fd<\/p>\n<p>\u5982\u679c\u5bf9\u4e8e\u5f15\u5165 Elasticsearch \u6709\u8db3\u591f\u7684\u65f6\u95f4\u4f59\u88d5\uff0c\u90a3\u4e48\u8fd9\u5c06\u662f\u6700\u7075\u6d3b\u7684\u65b9\u5f0f\u3002<\/p>\n<h2>\u603b\u7ed3<\/h2>\n<p>\u6211\u5011\u8003\u616e\u4f7f\u7528Django\u5c0dElasticsearch\u9032\u884c\u9023\u63a5\u7684\u65b9\u91dd\u5982\u4e0b\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Elasticsearch \u306e\u5168\u6587\u691c\u7d22\u6a5f\u80fd\u306e\u307f\u3057\u304b\u4eca\u5f8c\u3064\u304b\u3046\u3053\u3068\u304c\u306a\u304f Haystack \u3067\u5341\u5206\u307e\u304b\u306a\u3048\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>\u8907\u96d1\u306a\u691c\u7d22\u30af\u30a8\u30ea\u3082Haystack\u3060\u3068\u305d\u3053\u305d\u3053\u697d\u306b\u66f8\u3051\u308b<br \/>\nElasticsearch \u5411\u3051\u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3092\u81ea\u5206\u3067\u66f8\u304d\u5909\u3048\u3066\u62e1\u5f35\u3059\u308b\u899a\u609f\u304c\u3042\u308b\u306a\u3089\u975e\u5e38\u306b\u512a\u79c0\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/p>\n<p>Haystack\u307b\u3069\u306e\u62bd\u8c61\u5316\u3092\u6c42\u3081\u306a\u3044\u306a\u3089 ElasticUtils<\/p>\n<p>Haystack \u3088\u308a\u67d4\u8edf\u6027\u306f\u3042\u308a\u305d\u3046<br \/>\n\u96c6\u8a08\u6a5f\u80fd\u3092\u4f7f\u3046\u4e88\u5b9a\u306a\u3089\u3070\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u30bd\u30fc\u30b9\u3092\u8981\u78ba\u8a8d<\/p>\n<p>Elasticsearch \u306e\u6a5f\u80fd\u3092\u7a4d\u6975\u7684\u306b\u5229\u7528\u3057, \u5c0e\u5165\u307e\u3067\u4f59\u88d5\u304c\u3042\u308b\u306a\u3089 elasticsearch-py<\/p>\n<p>\u4f5c\u696d\u5de5\u6570\u306f\u9ad8\u3044\u304c\u3001\u7d50\u5c40\u306e\u3068\u3053\u308d\u5229\u7528\u65b9\u6cd5\u306b\u6700\u3082\u67d4\u8edf\u6027\u304c\u3042\u308b<\/p>\n<p>\u6839\u636e\u6240\u9700\u529f\u80fd\u548c\u5f15\u5165\u7684\u65f6\u95f4\u4f59\u5730\uff0c\u7531\u4e8e\u5728Haystack\u4e0a\u66fe\u7ecf\u9047\u5230\u4e00\u4e9b\u56f0\u96be\uff0c\u6240\u4ee5\u4e2a\u4eba\u503e\u5411\u4e8e\u5c3d\u91cf\u4e0d\u4f7f\u7528Haystack\uff0c\u800c\u662f\u8003\u8651\u4f7f\u7528ElasticUtils\u3002<\/p>\n<p>\u5982\u679c\u60f3\u8981\u4f7f\u7528Elasticsearch\u5f3a\u5927\u7684\u805a\u5408\u529f\u80fd\uff0c\u53ef\u80fd\u4f1a\u53d1\u73b0ElasticUtils\u4e5f\u5f88\u56f0\u96be\uff0c\u56e0\u6b64\u53ef\u80fd\u4f1a\u9009\u62e9\u4f7f\u7528\u5b98\u65b9\u6a21\u5757elasticsearch-py\u3002<\/p>\n<h2>\u6587\u732e\u5f15\u7528<\/h2>\n<p>http:\/\/pixabay.com\/ja\/blog\/posts\/django-search-with-elasticsearch-47\/<\/p>\n<p>Django \u30b5\u30a4\u30c8\u3067 Elasticsearch \u3092\u5c0e\u5165\u3059\u308b\u969b\u306e\u691c\u8a0e\u7d50\u679c\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u306f\u3082\u3063\u3068\u6975\u7aef\u3067 elasticsearch-py \u3082\u4f7f\u308f\u305a requests \u3092\u4f7f\u3063\u305f JSON\u30d9\u30fc\u30b9 HTTP\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u76f4\u63a5\u6295\u3052\u308b\u3068\u3044\u3046\u7d50\u8ad6\u306e\u843d\u3061\u7740\u3044\u3066\u3044\u307e\u3059\u3002<br \/>\n\u6700\u521d\u306b\u7b87\u6761\u66f8\u304d\u3067\u691c\u8a0e\u7d50\u679c\u304c\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u3066\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002Django \u88fd\u306e\u30b5\u30a4\u30c8\u306b\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3092\u5c0e\u5165\u3059\u308b\u969b\u306b\u306f\u4e00\u8aad\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n<p>http:\/\/blog.kevinastone.com\/elasticsearch-bliss-with-elasticutils.html<\/p>\n<p>ElasticUtils \u306e\u4f7f\u3044\u65b9<\/p>\n<p>http:\/\/www.stamkracht.com\/extending-haystacks-elasticsearch-backend\/<\/p>\n<p>Haystack \u306e\u30af\u30a8\u30ea\u62e1\u5f35\u65b9\u6cd5\u306b\u3064\u3044\u3066\u66f8\u304b\u308c\u3066\u3044\u307e\u3059<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd9\u662f2014\u5e74Elasticsearch\u5723\u8bde\u65e5\u5386\u7684\u7b2c24\u7bc7\u6587\u7ae0\u3002 2019\u5e7412\u67083\u65e5\u66f4\u65b0 \u7531\u4e8eElastic [&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-40724","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>\u4f7f\u7528 Django \u8fde\u63a5 Elasticsearch - Blog - 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