{"id":41222,"date":"2023-09-15T07:03:27","date_gmt":"2023-08-29T00:21:41","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/"},"modified":"2024-05-03T23:50:39","modified_gmt":"2024-05-03T15:50:39","slug":"%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/","title":{"rendered":"\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528Python\u548cElasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c"},"content":{"rendered":"

\u7d22\u5f15<\/h1>\n

1. \u9996\u5148
\n2. \u51c6\u5907\u5de5\u4f5c
\n3. \u641c\u7d22
\n4. \u7edf\u8ba1
\n5. \u6536\u62fe
\n6. \u6700\u540e<\/p>\n

\u9996\u5148<\/h1>\n

\u8fd9\u7bc7\u6587\u7ae0\u662f2020\u5e74RevComm Advent Calendar\u7b2c13\u5929\u7684\u6587\u7ae0\u3002\u7b2c12\u5929\u662ftomohiro86\u7684\u300a\u5c1d\u8bd5\u4f7f\u7528Apollo Client\u8fdb\u884cWebSocket\u901a\u4fe1\u300b\u3002<\/p>\n

RevComm\u516c\u53f8\u6b63\u5728\u5f00\u53d1\u8bed\u97f3\u5206\u6790AI\u7535\u8bddMiiTel\u3002
\nMiiTel\u53ef\u4ee5\u63d0\u4f9b\u5168\u6587\u4f1a\u8bdd\u8f6c\u5f55\uff0c\u5e76\u4e14\u53ef\u4ee5\u901a\u8fc7\u8f6c\u5f55\u7684\u6587\u672c\u8fdb\u884c\u5355\u8bcd\u641c\u7d22\u3002<\/p>\n

\u672c\u6587\u4ecb\u7ecd\u4e86\u4f7f\u7528Python\uff08elasticsearch_dsl\uff09\u548cElasticsearch\uff08AWS\uff09\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u7684\u65b9\u6cd5\u3002<\/p>\n

2. \u51c6\u5907 –<\/h1>\n

\u521b\u5efa IAM \u7528\u6237<\/h2>\n

\u8bf7\u4ece”\u6dfb\u52a0\u7528\u6237”\u6309\u94ae\u5f00\u59cb\u521b\u5efa\u5177\u6709AWS Elasticsearch\u670d\u52a1\u8bbf\u95ee\u6743\u9650\u7684\u7528\u6237\u3002\u8bf7\u8bb0\u4e0b\u8bbf\u95ee\u5bc6\u94a5ID\u3001\u79d8\u5bc6\u8bbf\u95ee\u5bc6\u94a5\u548cARN\u3002<\/p>\n

\u521b\u5efa\u4e00\u4e2a Elasticsearch \u57df<\/h2>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n

\u51c6\u5907\u6570\u636e<\/h2>\n

\u6211\u5011\u6574\u7406\u4e86\u65e5\u672c\u6b77\u4ee3\u7968\u623f\u6536\u5165\u524d\u5341\u540d\u7684\u6392\u884c\u699c\u3002
\n\u9019\u662f\u622a\u81f32020\u5e7411\u670829\u65e5\u7684\u6578\u64da\u3002\uff08\u566c\u8840\u72c2\u8972\u5230\u5e95\u80fd\u6709\u591a\u9ad8\u7684\u6210\u7e3e\u5462\uff1f\uff09
\n\u4f86\u6e90\uff1ahttp:\/\/www.kogyotsushin.com\/archives\/alltime\/<\/p>\n

[<\/span>\r\n    {<\/span>\r\n        \"title\"<\/span>:<\/span> \"\u5343\u3068\u5343\u5c0b\u306e\u795e\u96a0\u3057\"<\/span>,<\/span>\r\n        \"company\"<\/span>:<\/span> \"\u6771\u5b9d\"<\/span>,<\/span>\r\n        \"type\"<\/span>:<\/span> \"animation\"<\/span>,<\/span>\r\n        \"year\"<\/span>:<\/span> 2011<\/span>,<\/span>\r\n        \"rank\"<\/span>:<\/span> 1<\/span>,<\/span>\r\n        \"income\"<\/span>:<\/span> 308.0<\/span>\r\n    },<\/span>\r\n    {<\/span>\r\n        \"title\"<\/span>:<\/span> \"\u5287\u5834\u7248\u300c\u9b3c\u6ec5\u306e\u5203\u300d\u7121\u9650\u5217\u8eca\u7de8\"<\/span>,<\/span>\r\n        \"company\"<\/span>:<\/span> \"\u6771\u5b9d\"<\/span>,<\/span>\r\n        \"type\"<\/span>:<\/span> \"animation\"<\/span>,<\/span>\r\n        \"year\"<\/span>:<\/span> 2020<\/span>,<\/span>\r\n        \"rank\"<\/span>:<\/span> 2<\/span>,<\/span>\r\n        \"income\"<\/span>:<\/span> 275.1<\/span>\r\n    },<\/span>\r\n    {<\/span>\r\n        \"title\"<\/span>:<\/span> \"\u30bf\u30a4\u30bf\u30cb\u30c3\u30af\"<\/span>,<\/span>\r\n        \"company\"<\/span>:<\/span> \"FOX\"<\/span>,<\/span>\r\n        \"type\"<\/span>:<\/span> \"live_action\"<\/span>,<\/span>\r\n        \"year\"<\/span>:<\/span> 1997<\/span>,<\/span>\r\n        \"rank\"<\/span>:<\/span> 3<\/span>,<\/span>\r\n        \"income\"<\/span>:<\/span> 262.0<\/span>\r\n    },<\/span>\r\n    {<\/span>\r\n        \"title\"<\/span>:<\/span> \"\u30a2\u30ca\u3068\u96ea\u306e\u5973\u738b\"<\/span>,<\/span>\r\n        \"company\"<\/span>:<\/span> \"\u30c7\u30a3\u30ba\u30cb\u30fc\"<\/span>,<\/span>\r\n        \"type\"<\/span>:<\/span> \"animation\"<\/span>,<\/span>\r\n        \"year\"<\/span>:<\/span> 2014<\/span>,<\/span>\r\n        \"rank\"<\/span>:<\/span> 4<\/span>,<\/span>\r\n        \"income\"<\/span>:<\/span> 255.0<\/span>\r\n    },<\/span>\r\n    {<\/span>\r\n        \"title\"<\/span>:<\/span> \"\u541b\u306e\u540d\u306f\u3002\"<\/span>,<\/span>\r\n        \"company\"<\/span>:<\/span> \"\u6771\u5b9d\"<\/span>,<\/span>\r\n        \"type\"<\/span>:<\/span> \"animation\"<\/span>,<\/span>\r\n        \"year\"<\/span>:<\/span> 2016<\/span>,<\/span>\r\n        \"rank\"<\/span>:<\/span> 5<\/span>,<\/span>\r\n        \"income\"<\/span>:<\/span> 250.3<\/span>\r\n    },<\/span>\r\n    {<\/span>\r\n        \"title\"<\/span>:<\/span> \"\u30cf\u30ea\u30fc\u30fb\u30dd\u30c3\u30bf\u30fc\u3068\u8ce2\u8005\u306e\u77f3\"<\/span>,<\/span>\r\n        \"company\"<\/span>:<\/span> \"\u30ef\u30fc\u30ca\u30fc\"<\/span>,<\/span>\r\n        \"type\"<\/span>:<\/span> \"live_action\"<\/span>,<\/span>\r\n        \"year\"<\/span>:<\/span> 2001<\/span>,<\/span>\r\n        \"rank\"<\/span>:<\/span> 6<\/span>,<\/span>\r\n        \"income\"<\/span>:<\/span> 203.0<\/span>\r\n    },<\/span>\r\n    {<\/span>\r\n        \"title\"<\/span>:<\/span> \"\u30cf\u30a6\u30eb\u306e\u52d5\u304f\u57ce\"<\/span>,<\/span>\r\n        \"company\"<\/span>:<\/span> \"\u6771\u5b9d\"<\/span>,<\/span>\r\n        \"type\"<\/span>:<\/span> \"animation\"<\/span>,<\/span>\r\n        \"year\"<\/span>:<\/span> 2004<\/span>,<\/span>\r\n        \"rank\"<\/span>:<\/span> 7<\/span>,<\/span>\r\n        \"income\"<\/span>:<\/span> 196.0<\/span>\r\n    },<\/span>\r\n    {<\/span>\r\n        \"title\"<\/span>:<\/span> \"\u3082\u306e\u306e\u3051\u59eb\"<\/span>,<\/span>\r\n        \"company\"<\/span>:<\/span> \"\u6771\u5b9d\"<\/span>,<\/span>\r\n        \"type\"<\/span>:<\/span> \"animation\"<\/span>,<\/span>\r\n        \"year\"<\/span>:<\/span> 1997<\/span>,<\/span>\r\n        \"rank\"<\/span>:<\/span> 8<\/span>,<\/span>\r\n        \"income\"<\/span>:<\/span> 193.0<\/span>\r\n    },<\/span>\r\n    {<\/span>\r\n        \"title\"<\/span>:<\/span> \"\u8e0a\u308b\u5927\u635c\u67fb\u7dda THE MOVIE2 \u30ec\u30a4\u30f3\u30dc\u30fc\u30d6\u30ea\u30c3\u30b8\u3092\u5c01\u9396\u305b\u3088\uff01\"<\/span>,<\/span>\r\n        \"company\"<\/span>:<\/span> \"\u6771\u5b9d\"<\/span>,<\/span>\r\n        \"type\"<\/span>:<\/span> \"live_action\"<\/span>,<\/span>\r\n        \"year\"<\/span>:<\/span> 2003<\/span>,<\/span>\r\n        \"rank\"<\/span>:<\/span> 9<\/span>,<\/span>\r\n        \"income\"<\/span>:<\/span> 173.5<\/span>\r\n    },<\/span>\r\n    {<\/span>\r\n        \"title\"<\/span>:<\/span> \"\u30cf\u30ea\u30fc\u30fb\u30dd\u30c3\u30bf\u30fc\u3068\u79d8\u5bc6\u306e\u90e8\u5c4b\"<\/span>,<\/span>\r\n        \"company\"<\/span>:<\/span> \"\u30ef\u30fc\u30ca\u30fc\"<\/span>,<\/span>\r\n        \"type\"<\/span>:<\/span> \"live_action\"<\/span>,<\/span>\r\n        \"year\"<\/span>:<\/span> 2002<\/span>,<\/span>\r\n        \"rank\"<\/span>:<\/span> 10<\/span>,<\/span>\r\n        \"income\"<\/span>:<\/span> 173.0<\/span>\r\n    }<\/span>\r\n]<\/span>\r\n<\/code><\/pre>\n
\u5b89\u88c5\u56fe\u4e66\u9986<\/h2>\n
pip install <\/span>elasticsearch elasticsearch_dsl requests_aws4auth\r\n<\/code><\/pre>\n
\u6570\u636e\u589e\u52a0<\/h2>\n
\u8ba9\u6211\u4eec\u4f7f\u7528Python\u811a\u672c\u5c06\u6570\u636e\u6dfb\u52a0\u5230\u51c6\u5907\u597d\u7684Elasticsearch\u4e2d\u3002<\/p>\n
import<\/span> json<\/span>\r\nfrom<\/span> elasticsearch<\/span> import<\/span> Elasticsearch<\/span>,<\/span> RequestsHttpConnection<\/span>,<\/span> helpers<\/span>\r\nfrom<\/span> requests_aws4auth<\/span> import<\/span> AWS4Auth<\/span>\r\n\r\nHOST<\/span> =<\/span> 'search-test-foobar.ap-northeast-1.es.amazonaws.com'<\/span>\r\nawsauth<\/span> =<\/span> AWS4Auth<\/span>(<\/span>\r\n    '\u30a2\u30af\u30bb\u30b9\u30ad\u30fc ID'<\/span>,<\/span>\r\n    '\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u30ad\u30fc'<\/span>,<\/span>\r\n    'ap-northeast-1'<\/span>,<\/span>\r\n    'es'<\/span>\r\n)<\/span>\r\n\r\nes<\/span> =<\/span> Elasticsearch<\/span>(<\/span>\r\n    hosts<\/span>=<\/span>[{<\/span>'host'<\/span>:<\/span> HOST<\/span>,<\/span> 'port'<\/span>:<\/span> 443<\/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\r\ndef<\/span> generate<\/span>():<\/span>\r\n\r\n    with<\/span> open<\/span>(<\/span>'movies.json'<\/span>,<\/span> 'r'<\/span>)<\/span> as<\/span> f<\/span>:<\/span>\r\n        movies<\/span> =<\/span> json<\/span>.<\/span>load<\/span>(<\/span>f<\/span>)<\/span>\r\n\r\n    for<\/span> movie<\/span> in<\/span> movies<\/span>:<\/span>\r\n        yield<\/span> {<\/span>\r\n            \"_op_movie_type\"<\/span>:<\/span> \"create\"<\/span>,<\/span>\r\n            \"_index\"<\/span>:<\/span> \"movies\"<\/span>,<\/span>\r\n            \"_source\"<\/span>:<\/span> movie<\/span>\r\n        }<\/span>\r\n\r\nhelpers<\/span>.<\/span>bulk<\/span>(<\/span>es<\/span>,<\/span> generate<\/span>())<\/span>\r\nprint<\/span>(<\/span>es<\/span>.<\/span>count<\/span>(<\/span>index<\/span>=<\/span>\"movies\"<\/span>)[<\/span>\"count\"<\/span>])<\/span>\r\n# \u7d50\u679c\r\n# 10\u3000\u3082\u305710\u3058\u3083\u306a\u304b\u3063\u305f\u3089\u5c11\u3057\u6642\u9593\u3092\u7f6e\u3044\u3066\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\r\n<\/span><\/code><\/pre>\n
\u8bf7\u786e\u4fdd\u5c06text\u6570\u636e\u7684fielddata\u8bbe\u7f6e\u4e3atrue\u3002
\n\u5982\u679c\u4e0d\u8fd9\u6837\u505a\uff0c\u5219\u65e0\u6cd5\u5c06text\u6570\u636e\u7528\u4e8e\u805a\u5408\u3002<\/p>\n
from<\/span> pprint<\/span> import<\/span> pprint<\/span>\r\n\r\nMAPPING<\/span> =<\/span> {<\/span>\r\n    \"properties\"<\/span>:<\/span> {<\/span>\r\n        \"company\"<\/span>:<\/span> {<\/span>\"fields\"<\/span>:<\/span> {<\/span>\"keyword\"<\/span>:<\/span> {<\/span>\"ignore_above\"<\/span>:<\/span> 256<\/span>,<\/span> \"type\"<\/span>:<\/span> \"keyword\"<\/span>}},<\/span> \"type\"<\/span>:<\/span> \"text\"<\/span>,<\/span> \"fielddata\"<\/span>:<\/span> True<\/span>},<\/span>\r\n        \"title\"<\/span>:<\/span> {<\/span>\"fields\"<\/span>:<\/span> {<\/span>\"keyword\"<\/span>:<\/span> {<\/span>\"ignore_above\"<\/span>:<\/span> 256<\/span>,<\/span> \"type\"<\/span>:<\/span> \"keyword\"<\/span>}},<\/span> \"type\"<\/span>:<\/span> \"text\"<\/span>,<\/span> \"fielddata\"<\/span>:<\/span> True<\/span>},<\/span>\r\n        \"type\"<\/span>:<\/span> {<\/span>\"fields\"<\/span>:<\/span> {<\/span>\"keyword\"<\/span>:<\/span> {<\/span>\"ignore_above\"<\/span>:<\/span> 256<\/span>,<\/span> \"type\"<\/span>:<\/span> \"keyword\"<\/span>}},<\/span> \"type\"<\/span>:<\/span> \"text\"<\/span>,<\/span> \"fielddata\"<\/span>:<\/span> True<\/span>},<\/span>\r\n    }<\/span>\r\n}<\/span>\r\n\r\nes<\/span>.<\/span>indices<\/span>.<\/span>put_mapping<\/span>(<\/span>index<\/span>=<\/span>\"movies\"<\/span>,<\/span> body<\/span>=<\/span>MAPPING<\/span>)<\/span>\r\npprint<\/span>(<\/span>es<\/span>.<\/span>indices<\/span>.<\/span>get_mapping<\/span>()[<\/span>\"movies\"<\/span>])<\/span>\r\n# \u7d50\u679c\r\n# {'mappings': {'properties': {'company': {'fielddata': True,\r\n#                                         'fields': {'keyword': {'ignore_above': 256,\r\n#                                                                'type': 'keyword'}},\r\n#                                         'type': 'text'},\r\n#                             'income': {'type': 'float'},\r\n#                             'rank': {'type': 'long'},\r\n#                             'title': {'fielddata': True,\r\n#                                       'fields': {'keyword': {'ignore_above': 256,\r\n#                                                              'type': 'keyword'}},\r\n#                                       'type': 'text'},\r\n#                             'type': {'fielddata': True,\r\n#                                      'fields': {'keyword': {'ignore_above': 256,\r\n#                                                             'type': 'keyword'}},\r\n#                                      'type': 'text'},\r\n#                             'year': {'type': 'long'}}}}\r\n<\/span><\/code><\/pre>\n
\u51c6\u5907\u5de5\u4f5c\u5df2\u7ecf\u5b8c\u6210\u3002<\/p>\n
3. \u67e5\u8be2<\/h1>\n
\u90a3\u4e48\u6211\u4eec\u6765\u641c\u7d22\u4e00\u4e0b\u3002
\nElasticsearch\u7684\u6587\u6863
\nelasticsearch_dsl\u7684\u6587\u6863<\/p>\n
from<\/span> elasticsearch_dsl<\/span> import<\/span> Search<\/span>\r\n\r\ns<\/span> =<\/span> Search<\/span>(<\/span>using<\/span>=<\/span>es<\/span>).<\/span>sort<\/span>(<\/span>'rank'<\/span>).<\/span>query<\/span>(<\/span>\"match\"<\/span>,<\/span> type<\/span>=<\/span>\"animation\"<\/span>).<\/span>query<\/span>(<\/span>\"match\"<\/span>,<\/span> company<\/span>=<\/span>\"\u6771\u5b9d\"<\/span>)<\/span>\r\nfor<\/span> hit<\/span> in<\/span> s<\/span>:<\/span>\r\n    print<\/span>(<\/span>hit<\/span>.<\/span>title<\/span>)<\/span>\r\n\r\n# \u7d50\u679c\r\n# \u5343\u3068\u5343\u5c0b\u306e\u795e\u96a0\u3057\r\n# \u5287\u5834\u7248\u300c\u9b3c\u6ec5\u306e\u5203\u300d\u7121\u9650\u5217\u8eca\u7de8\r\n# \u541b\u306e\u540d\u306f\u3002\r\n# \u30cf\u30a6\u30eb\u306e\u52d5\u304f\u57ce\r\n# \u3082\u306e\u306e\u3051\u59eb\r\n<\/span><\/code><\/pre>\n
- s = Search(using=es).sort('rank').query(\"match\", type=\"animation\").query(\"match\", company=\"\u6771\u5b9d\")\r\n<\/span>+ s = Search(using=es).filter(\"range\", year={\"lte\": 2000})\r\n<\/span>\r\n# \u7d50\u679c\r\n#<\/span> \u30bf\u30a4\u30bf\u30cb\u30c3\u30af\r\n#<\/span> \u3082\u306e\u306e\u3051\u59eb\r\n<\/code><\/pre>\n
from<\/span> elasticsearch_dsl<\/span> import<\/span> Search<\/span>,<\/span> Q<\/span>\r\n\r\nq<\/span> =<\/span> Q<\/span>(<\/span>\"multi_match\"<\/span>,<\/span> query<\/span>=<\/span>'\u30cf\u30ea\u30fc \u30a2\u30ca'<\/span>,<\/span> fields<\/span>=<\/span>[<\/span>'title'<\/span>])<\/span>\r\n\r\ns<\/span> =<\/span> Search<\/span>(<\/span>using<\/span>=<\/span>es<\/span>).<\/span>sort<\/span>(<\/span>'rank'<\/span>).<\/span>query<\/span>(<\/span>q<\/span>)<\/span>\r\nfor<\/span> hit<\/span> in<\/span> s<\/span>:<\/span>\r\n    print<\/span>(<\/span>hit<\/span>.<\/span>title<\/span>)<\/span>\r\n\r\n# \u7d50\u679c\r\n# \u30a2\u30ca\u3068\u96ea\u306e\u5973\u738b\r\n# \u30cf\u30ea\u30fc\u30fb\u30dd\u30c3\u30bf\u30fc\u3068\u8ce2\u8005\u306e\u77f3\r\n# \u30cf\u30ea\u30fc\u30fb\u30dd\u30c3\u30bf\u30fc\u3068\u79d8\u5bc6\u306e\u90e8\u5c4b\r\n<\/span><\/code><\/pre>\n
- q = Q(\"multi_match\", query='\u30cf\u30ea\u30fc \u30a2\u30ca', fields=['title'])\r\n<\/span>+ q = Q('bool', must=[Q(\"match\", company=\"\u6771\u5b9d\"), ~Q(\"match\", title=\"\u306e\")])\r\n<\/span>\r\n# \u7d50\u679c\r\n#<\/span> \u8e0a\u308b\u5927\u635c\u67fb\u7dda THE MOVIE2 \u30ec\u30a4\u30f3\u30dc\u30fc\u30d6\u30ea\u30c3\u30b8\u3092\u5c01\u9396\u305b\u3088\uff01\r\n<\/code><\/pre>\n
4. \u6c47\u603b<\/h1>\n
\u8ba9\u6211\u4eec\u63a5\u4e0b\u6765\u8fdb\u884c\u7edf\u8ba1\u3002
\nElasticsearch\u7684\u6587\u6863
\nelasticsearch_dsl\u7684\u6587\u6863<\/p>\n
\u9996\u5148, \u6211\u4eec\u8bd5\u8bd5\u8fd9\u4e9b\u6761\u6b3e\u3002<\/p>\n
from<\/span> pprint<\/span> import<\/span> pprint<\/span>\r\nfrom<\/span> elasticsearch_dsl<\/span> import<\/span> Search<\/span>,<\/span> A<\/span>\r\n\r\ns<\/span> =<\/span> Search<\/span>(<\/span>using<\/span>=<\/span>es<\/span>)<\/span>\r\n\r\na<\/span> =<\/span> A<\/span>(<\/span>'terms'<\/span>,<\/span>  field<\/span>=<\/span>'company'<\/span>)<\/span>\r\ns<\/span>.<\/span>aggs<\/span>.<\/span>bucket<\/span>(<\/span>'results'<\/span>,<\/span> a<\/span>)<\/span>\r\nresp<\/span> =<\/span> s<\/span>.<\/span>execute<\/span>()<\/span>\r\npprint<\/span>(<\/span>resp<\/span>.<\/span>aggregations<\/span>.<\/span>_d_<\/span>[<\/span>'results'<\/span>][<\/span>'buckets'<\/span>])<\/span>\r\n\r\n# \u7d50\u679c\r\n# [{'doc_count': 6, 'key': '\u5b9d'},\r\n#  {'doc_count': 6, 'key': '\u6771'},\r\n#  {'doc_count': 2, 'key': '\u30ef\u30fc\u30ca\u30fc'},\r\n#  {'doc_count': 1, 'key': 'fox'},\r\n#  {'doc_count': 1, 'key': '\u30c7\u30a3\u30ba\u30cb\u30fc'}]\r\n<\/span><\/code><\/pre>\n
\u6211\u4e86\u89e3\u5230\u6771\u5bf6\u67096\u90e8\u4f5c\u54c1\uff0c\u83ef\u7d0d\u3001\u798f\u65af\u548c\u8fea\u58eb\u5c3c\u5404\u67091\u90e8\u4f5c\u54c1\uff01<\/p>\n
- a = A('terms',  field='company')\r\n<\/span>+ a = A('terms',  field='type')\r\n<\/span>\r\n# \u7d50\u679c\r\n#<\/span> [{'doc_count': 6, 'key': 'animation'},\r\n#<\/span>  {'doc_count': 4, 'key': 'live_action'}]\r\n<\/code><\/pre>\n
\u6211\u77e5\u9053\u4e86\u67096\u90e8\u52a8\u753b\u4f5c\u54c1\u548c4\u90e8\u771f\u4eba\u5b9e\u62cd\u4f5c\u54c1\uff01<\/p>\n
- a = A('terms',  field='type')\r\n<\/span>+ a = A('histogram', field='year', interval='5', offset='1901')\r\n<\/span>\r\n# \u7d50\u679c\r\n#<\/span> [{'doc_count': 2, 'key': 1996.0},\r\n#<\/span>  {'doc_count': 4, 'key': 2001.0},\r\n#<\/span>  {'doc_count': 0, 'key': 2006.0},\r\n#<\/span>  {'doc_count': 2, 'key': 2011.0},\r\n#<\/span>  {'doc_count': 2, 'key': 2016.0}]\r\n<\/code><\/pre>\n
\u6211\u4eec\u5f97\u51fa\u4e86\u4e00\u4e2a\u7ed3\u8bba\uff0c\u5373\u4ece2001\u5e74\u52302005\u5e74\u8fd9\u6bb5\u65f6\u95f4\u5185\u6709\u6700\u591a\u7684\u4f5c\u54c1\uff0c\u603b\u5171\u67094\u4e2a\uff01<\/p>\n
\u8bf7\u67e5\u770b\u6587\u6863\uff0c\u56e0\u4e3a\u6709\u8bb8\u591a\u5176\u4ed6\u7684\u7edf\u8ba1\u65b9\u6cd5\uff0c\u4e00\u5b9a\u8981\u5c1d\u8bd5\u4e00\u4e0b\u3002<\/p>\n
5. \u6574\u7406\u623f\u95f4<\/h1>\n
\u6700\u540e\u8bb0\u5f97\u5220\u9664\u6700\u8fd1\u521b\u5efa\u7684IAM\u7528\u6237\u548cElasticsearch\u3002<\/p>\n
\u5220\u9664IAM\u7528\u6237<\/h2>\n
\u70b9\u51fb\u5220\u9664\u6309\u94ae\u4e4b\u524d\uff0c\u8bf7\u52fe\u9009\u8981\u5220\u9664\u7684\u7528\u6237\u3002\u8bf7\u8bbf\u95ee\u4ee5\u4e0b\u94fe\u63a5\uff1ahttps:\/\/console.aws.amazon.com\/iam\/home?#\/users<\/p>\n
\u5220\u9664Elasticsearch\u3002<\/h2>\n
\u70b9\u51fb\u76ee\u6807\u57df\u540d\uff0c\u9009\u62e9\u64cd\u4f5c>\u70b9\u51fb\u5220\u9664\u57df\u540d<\/p>\n
6. \u6700\u540e<\/h1>\n
\u6211\u4e4b\u524d\u4ece\u672a\u4f7f\u7528\u8fc7ElasticSearch\uff0c\u4f46\u5728\u6211\u4eec\u516c\u53f8\uff0c\u53ea\u8981\u8868\u660e\u5e0c\u671b\uff0c\u5c31\u53ef\u4ee5\u63d0\u4f9b\u4e00\u4e2a\u80fd\u591f\u5c1d\u8bd5\u7684\u73af\u5883\u3002\u6211\u5f88\u9ad8\u5174\u80fd\u6709\u673a\u4f1a\u6311\u6218\u81ea\u5df1\u3002\u660e\u5e74\u6211\u5e0c\u671b\u80fd\u7ee7\u7eed\u4e0d\u65ad\u6311\u6218\u5e76\u4e0d\u65ad\u6210\u957f\uff01<\/p>\n
\u660e\u5929\u662ftatakahashi35\u7684\u201c\u5728RevComm\u80cc\u540e\u8fd0\u4f5c\u7684\u7b97\u6cd5[\u4e8c\u5206\u641c\u7d22\u7bc7]\u201d\u3002\u8bf7\u671f\u5f85\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"
\u7d22\u5f15 1. \u9996\u5148 2. \u51c6\u5907\u5de5\u4f5c 3. \u641c\u7d22 4. \u7edf\u8ba1 5. \u6536\u62fe 6. \u6700\u540e \u9996\u5148 \u8fd9\u7bc7\u6587\u7ae0\u662f2020\u5e74R […]<\/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-41222","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528Python\u548cElasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c - 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\/\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528python\u548celasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528Python\u548cElasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c\" \/>\n<meta property=\"og:description\" content=\"\u7d22\u5f15 1. \u9996\u5148 2. \u51c6\u5907\u5de5\u4f5c 3. \u641c\u7d22 4. \u7edf\u8ba1 5. \u6536\u62fe 6. \u6700\u540e \u9996\u5148 \u8fd9\u7bc7\u6587\u7ae0\u662f2020\u5e74R […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528python\u548celasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-29T00:21:41+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-03T15:50:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d459a37434c4406ca303e\/10-3.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=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/\",\"name\":\"\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528Python\u548cElasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-08-29T00:21:41+00:00\",\"dateModified\":\"2024-05-03T15:50:39+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/6530331a63adef3b3443a1fab53a0e6e\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/zh\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528Python\u548cElasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/6530331a63adef3b3443a1fab53a0e6e\",\"name\":\"\u97f5, \u79d1\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/429ccb39b3fff5188bc17986222cfb0936cbadb8cc933cff04ab5ca01bd30a08?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/429ccb39b3fff5188bc17986222cfb0936cbadb8cc933cff04ab5ca01bd30a08?s=96&d=mm&r=g\",\"caption\":\"\u97f5, \u79d1\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/yunke\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528Python\u548cElasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c - Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528python\u548celasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c\u3002\/","og_locale":"zh_CN","og_type":"article","og_title":"\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528Python\u548cElasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c","og_description":"\u7d22\u5f15 1. \u9996\u5148 2. \u51c6\u5907\u5de5\u4f5c 3. \u641c\u7d22 4. \u7edf\u8ba1 5. \u6536\u62fe 6. \u6700\u540e \u9996\u5148 \u8fd9\u7bc7\u6587\u7ae0\u662f2020\u5e74R […]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528python\u548celasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c\u3002\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-08-29T00:21:41+00:00","article_modified_time":"2024-05-03T15:50:39+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d459a37434c4406ca303e\/10-3.png"}],"author":"\u97f5, \u79d1","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u97f5, \u79d1","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"3 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/","name":"\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528Python\u548cElasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2023-08-29T00:21:41+00:00","dateModified":"2024-05-03T15:50:39+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/6530331a63adef3b3443a1fab53a0e6e"},"breadcrumb":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/zh\/blog\/"},{"@type":"ListItem","position":2,"name":"\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528Python\u548cElasticsearch\u8fdb\u884c\u641c\u7d22\u548c\u805a\u5408\u64cd\u4f5c"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/6530331a63adef3b3443a1fab53a0e6e","name":"\u97f5, \u79d1","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/429ccb39b3fff5188bc17986222cfb0936cbadb8cc933cff04ab5ca01bd30a08?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/429ccb39b3fff5188bc17986222cfb0936cbadb8cc933cff04ab5ca01bd30a08?s=96&d=mm&r=g","caption":"\u97f5, \u79d1"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/yunke\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8python%e5%92%8celasticsearch%e8%bf%9b%e8%a1%8c%e6%90%9c%e7%b4%a2%e5%92%8c%e8%81%9a%e5%90%88%e6%93%8d%e4%bd%9c%e3%80%82\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/41222","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=41222"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/41222\/revisions"}],"predecessor-version":[{"id":94847,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/41222\/revisions\/94847"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=41222"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=41222"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=41222"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}