{"id":41683,"date":"2023-03-13T13:04:34","date_gmt":"2024-01-10T12:01:22","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%a8rabbitmq-postgresql-celery%e8%bf%9b%e8%a1%8c%e5%bc%82%e6%ad%a5%e4%bb%bb%e5%8a%a1%e5%a4%84%e7%90%86%e3%80%82\/"},"modified":"2024-04-29T18:40:49","modified_gmt":"2024-04-29T10:40:49","slug":"%e8%ae%a9%e6%88%91%e4%bb%ac%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8rabbitmq-postgresql-celery%e8%bf%9b%e8%a1%8c%e5%bc%82%e6%ad%a5%e4%bb%bb%e5%8a%a1%e5%a4%84%e7%90%86%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%a8rabbitmq-postgresql-celery%e8%bf%9b%e8%a1%8c%e5%bc%82%e6%ad%a5%e4%bb%bb%e5%8a%a1%e5%a4%84%e7%90%86%e3%80%82\/","title":{"rendered":"\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528RabbitMQ + PostgreSQL + Celery\u8fdb\u884c\u5f02\u6b65\u4efb\u52a1\u5904\u7406"},"content":{"rendered":"

\u6574\u4f53\u5f62\u8c61<\/h1>\n
\"\"<\/div>\n
    \n
  1. \n
      \u5ba2\u6237\u7aef\u5e94\u7528\u7a0b\u5e8f\u5c06\u4efb\u52a1\u6ce8\u518c\u5230RabbitMQ\u3002<\/ol>\n<\/li>\n<\/ol>\n

       <\/p>\n

        \n
      1. \n
          Celery\u7684\u5de5\u4f5c\u8282\u70b9\u4eceRabbitMQ\u83b7\u53d6\u4efb\u52a1\u5e76\u6267\u884c\u3002<\/ol>\n<\/li>\n<\/ol>\n

           <\/p>\n

            \n
          1. \n
              \u6267\u884c\u7ed3\u679c\u4fdd\u5b58\u5230PostgreSQL\u3002<\/ol>\n<\/li>\n<\/ol>\n

               <\/p>\n

                \n
              1. \n
                  \u6267\u884c\u7ed3\u679c\u8fd4\u56de\u5230RabbitMQ\u3002<\/ol>\n<\/li>\n<\/ol>\n

                   <\/p>\n

                    \n
                  1. \n
                      \u5ba2\u6237\u7aef\u5e94\u7528\u7a0b\u5e8f\u4ecePostgreSQL\u83b7\u53d6\u6267\u884c\u7ed3\u679c\u3002<\/ol>\n<\/li>\n<\/ol>\n

                       <\/p>\n

                        Flower\u76d1\u63a7\u5de5\u4f5c\u8282\u70b9\u548c\u4efb\u52a1\u7684\u6267\u884c\u72b6\u6001\u3002<\/ol>\n

                        \u5e94\u7528\u6280\u672f<\/h1>\n

                        \u5154\u5b50\u6d88\u606f\u961f\u5217<\/h3>\n
                          \n
                        • \n
                            \u30e1\u30c3\u30bb\u30fc\u30b8\u30ad\u30e5\u30fc\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306eOSS\u3067\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30d6\u30ed\u30fc\u30ab\u3068\u547c\u3070\u308c\u308b<\/ul>\n<\/li>\n<\/ul>\n

                             <\/p>\n

                              \u8a73\u3057\u304f\u306fDocker Compose\u3067\u7acb\u3066\u305fRabbitMQ\u306bpika\u3067\u63a5\u7d9a\u3057\u3066\u307f\u308b\u3092\u53c2\u7167<\/ul>\n

                              \u897f\u82b9<\/h3>\n
                                \n
                              • \n
                                  Python\u3067\u975e\u540c\u671f\u30bf\u30b9\u30af\u51e6\u7406\u3092\u884c\u3046\u30e9\u30a4\u30d6\u30e9\u30ea<\/ul>\n<\/li>\n<\/ul>\n

                                   <\/p>\n

                                    \n
                                  • \n
                                      RabbitMQ\u4ee5\u5916\u306b\u3082Redis\u7b49\u3001\u69d8\u3005\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u30d6\u30ed\u30fc\u30ab\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b<\/ul>\n<\/li>\n<\/ul>\n

                                       <\/p>\n

                                        GitHub: https:\/\/github.com\/celery\/celery<\/ul>\n

                                        \u82b1<\/h3>\n
                                          \n
                                        • \n
                                            Celery\u5c02\u7528\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/ul>\n<\/li>\n<\/ul>\n

                                             <\/p>\n

                                              GitHub: https:\/\/github.com\/mher\/flower<\/ul>\n

                                              PostgreSQL\u662f\u4e00\u79cd\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u3002<\/h3>\n
                                                \n
                                              • \n
                                                  \u3044\u308f\u305a\u3082\u304c\u306aRDBMS<\/ul>\n<\/li>\n<\/ul>\n

                                                   <\/p>\n

                                                    \n
                                                  • \n
                                                      \u4eca\u56de\u306f\u5b9f\u884c\u7d50\u679c\u306e\u6c38\u7d9a\u5316\u306b\u4f7f\u7528\u3059\u308b<\/ul>\n<\/li>\n<\/ul>\n

                                                       <\/p>\n

                                                        \u5b9f\u884c\u7d50\u679c\u3092\u6c38\u7d9a\u5316\u3057\u306a\u3044\u5834\u5408\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u5b9f\u884c\u7d50\u679c\u3092\u53d6\u5f97\u3067\u304d\u306a\u304f\u306a\u308b<\/ul>\n

                                                        \u914d\u7f6e\u73af\u5883<\/h1>\n

                                                        Docker Compose\u7684\u8bbe\u7f6e<\/h3>\n
                                                          RabbitMQ\u3068PostgreSQL\u306eDocker\u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5\u3059\u308b<\/ul>\n
                                                          services<\/span>:<\/span>\r\n\r\n  rabbitmq<\/span>:<\/span>\r\n    image<\/span>:<\/span> rabbitmq:3.11.7-management<\/span>\r\n    container_name<\/span>:<\/span> rabbitmq<\/span>\r\n    ports<\/span>:<\/span>\r\n      -<\/span> 5672:5672<\/span>\r\n      -<\/span> 15672:15672<\/span>\r\n    environment<\/span>:<\/span>\r\n      -<\/span> RABBITMQ_DEFAULT_USER=root<\/span>\r\n      -<\/span> RABBITMQ_DEFAULT_PASS=password<\/span>\r\n    volumes<\/span>:<\/span>\r\n      -<\/span> .\/docker\/rabbitmq\/data:\/var\/lib\/rabbitmq<\/span>\r\n\r\n  postgresql<\/span>:<\/span>\r\n    image<\/span>:<\/span> postgres:latest<\/span>\r\n    container_name<\/span>:<\/span> postgresql<\/span>\r\n    ports<\/span>:<\/span>\r\n      -<\/span> 5432:5432<\/span>\r\n    environment<\/span>:<\/span>\r\n      -<\/span> POSTGRES_DB=celery<\/span>\r\n      -<\/span> POSTGRES_USER=postgres<\/span>\r\n      -<\/span> POSTGRES_PASSWORD=postgres<\/span>\r\n      -<\/span> PGDATA=\/var\/lib\/postgresql\/data\/pgdata<\/span>\r\n    volumes<\/span>:<\/span>\r\n      -<\/span> .\/docker\/postgresql\/data:\/var\/lib\/postgresql\/data<\/span>\r\n<\/code><\/pre>\n
                                                          # Docker\u30b3\u30f3\u30c6\u30ca\u306e\u8d77\u52d5<\/span>\r\n$ <\/span>docker compose up -d<\/span>\r\n\r\n# Docker\u30b3\u30f3\u30c6\u30ca\u304c\u8d77\u52d5\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d<\/span>\r\n$ <\/span>docker compose ps\r\nNAME                COMMAND                  SERVICE             STATUS              PORTS\r\npostgresql          \"docker-entrypoint.s\u2026\"<\/span>   postgresql          running             0.0.0.0:5432->5432\/tcp\r\nrabbitmq            \"docker-entrypoint.s\u2026\"<\/span>   rabbitmq            running             0.0.0.0:5672->5672\/tcp, 0.0.0.0:15672->15672\/tcp\r\n\r\n# RabbitMQ\u306b\u63a5\u7d9a\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d<\/span>\r\n$ <\/span>open http:\/\/localhost:15672\r\n\r\n# PostgreSQL\u306b\u63a5\u7d9a\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d<\/span>\r\n$ <\/span>psql -h<\/span> localhost -p<\/span> 5432 -U<\/span> postgres -d<\/span> celery\r\nPassword for <\/span>user postgres: \r\npsql (<\/span>14.5 (<\/span>Homebrew)<\/span>, server 15.2 (<\/span>Debian 15.2-1.pgdg110+1))<\/span>\r\nWARNING: psql major version 14, server major version 15.\r\n         Some psql features might not work.\r\nType \"help\"<\/span> for <\/span>help.\r\n\r\ncelery<\/span>=<\/span># <\/span>\r\n<\/code><\/pre>\n
                                                          \u5b89\u88c5\u56fe\u4e66\u9986<\/h3>\n
                                                          $ <\/span>pipenv install <\/span>celery\r\n$ <\/span>pipenv install <\/span>flower\r\n\r\n# Celery\u304b\u3089PostgreSQL\u3092\u64cd\u4f5c\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981<\/span>\r\n$ <\/span>pipenv install <\/span>SQLAlchemy\r\n$ <\/span>pipenv install <\/span>psycopg2\r\n<\/code><\/pre>\n
                                                          \u542f\u52a8Flower<\/h3>\n
                                                          $ <\/span>celery --broker<\/span>=<\/span>amqp:\/\/root:password@localhost:5672\/\/ flower\r\n$ <\/span>open localhost:5555\r\n<\/code><\/pre>\n
                                                          \"FireShot<\/div>\n
                                                          \u4efb\u52a1\u7684\u6267\u884c<\/h3>\n
                                                          from<\/span> celery<\/span> import<\/span> Celery<\/span>\r\n\r\n# broker\u306b\u306fRabbitMQ\u3001backend\u306b\u306fPostgreSQL\u306e\u63a5\u7d9a\u60c5\u5831\u3092\u8a18\u8ff0\u3059\u308b\r\n<\/span>celery<\/span> =<\/span> Celery<\/span>(<\/span>\r\n    \"<\/span>tasks<\/span>\"<\/span>,<\/span>\r\n    broker<\/span>=<\/span>\"<\/span>amqp:\/\/root:password@localhost:5672\/\/<\/span>\"<\/span>,<\/span>\r\n    backend<\/span>=<\/span>\"<\/span>db+postgresql:\/\/postgres:postgres@localhost:5432\/celery<\/span>\"<\/span>,<\/span>\r\n)<\/span>\r\n\r\n# \u540d\u524d\u3092\u53d7\u3051\u53d6\u3063\u3066\u6328\u62f6\u3092\u8fd4\u3059\u30bf\u30b9\u30af\r\n# Celery.task\u30c7\u30b3\u30ec\u30fc\u30bf\u3092\u4ed8\u4e0e\u3059\u308b\u3053\u3068\u3067\u3001Celery\u306e\u30bf\u30b9\u30af\u3068\u3057\u3066\u767b\u9332\u3055\u308c\u308b\r\n<\/span>@celery.task<\/span>\r\ndef<\/span> greet<\/span>(<\/span>name<\/span>:<\/span> str<\/span>):<\/span>\r\n    return<\/span> \"<\/span>hello, {name}!<\/span>\"<\/span>.<\/span>format<\/span>(<\/span>name<\/span>=<\/span>name<\/span>)<\/span>\r\n<\/code><\/pre>\n
                                                          \u5de5\u4eba\u7684\u542f\u52a8<\/h3>\n
                                                          $ <\/span>celery -A<\/span> tasks worker --loglevel<\/span>=<\/span>INFO\r\n\r\n# \u30ef\u30fc\u30ab\u30fc\u306e\u4e26\u5217\u6570\u3092\u6307\u5b9a\u3059\u308b\u5834\u5408<\/span>\r\n$ <\/span>celery -A<\/span> tasks worker --concurrency<\/span> 4 --loglevel<\/span>=<\/span>INFO\r\n<\/code><\/pre>\n
                                                            \n
                                                          • \n
                                                              \u30ef\u30fc\u30ab\u30fc\u306e\u4e26\u5217\u6570\u3092\u6307\u5b9a\u3057\u305f\u5834\u5408\u3001Flower\u4e0a\u306e\u300cMax concurrency\u300d\u304c\u6307\u5b9a\u3057\u305f\u5024\u306b\u306a\u3063\u3066\u3044\u308b<\/ul>\n<\/li>\n<\/ul>\n
                                                              \u3061\u306a\u307f\u306b\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u4e26\u5217\u6570\u306f8<\/p>\n
                                                              \"\"<\/div>\n
                                                              \u4efb\u52a1\u6267\u884c<\/h3>\n
                                                              from<\/span> tasks<\/span> import<\/span> greet<\/span>\r\n\r\n# \u30bf\u30b9\u30af\u306e\u5b9f\u884c\r\n<\/span>res<\/span> =<\/span> greet<\/span>.<\/span>delay<\/span>(<\/span>\"<\/span>takashi<\/span>\"<\/span>)<\/span>\r\n\r\n# \u30bf\u30b9\u30af\u306e\u5b9f\u884c\u7d50\u679c\u306e\u53d6\u5f97\r\n<\/span>msg<\/span> =<\/span> res<\/span>.<\/span>get<\/span>(<\/span>timeout<\/span>=<\/span>1<\/span>)<\/span>\r\nprint<\/span>(<\/span>msg<\/span>)<\/span>\r\n<\/code><\/pre>\n
                                                              $ <\/span>python client.py\r\nhello, takashi!\r\n<\/code><\/pre>\n
                                                              \u786e\u8ba4Flower\u548cPostgreSQL<\/h3>\n
                                                                Flower\u4e0a\u306e\u300cProcessed\u300d\u3068\u300cSucceeded\u300d\u304c\u5897\u52a0\u3057\u3066\u3044\u308b<\/ul>\n
                                                                \"\"<\/div>\n
                                                                  PostgreSQL\u4e0a\u306b\u5b9f\u884c\u7d50\u679c\u3092\u4fdd\u5b58\u3059\u308b\u30c6\u30fc\u30d6\u30eb\u304c\u4f5c\u6210\u3055\u308c\u3066\u3044\u308b<\/ul>\n
                                                                  $ <\/span>psql -h<\/span> localhost -p<\/span> 5432 -U<\/span> postgres -d<\/span> celery\r\nPassword for <\/span>user postgres: \r\npsql (<\/span>14.5 (<\/span>Homebrew)<\/span>, server 15.2 (<\/span>Debian 15.2-1.pgdg110+1))<\/span>\r\nWARNING: psql major version 14, server major version 15.\r\n         Some psql features might not work.\r\nType \"help\"<\/span> for <\/span>help.\r\n\r\ncelery<\/span>=<\/span># \\dt<\/span>\r\n               List of relations\r\n Schema |        Name        | Type  |  Owner   \r\n--------<\/span>+--------------------+-------+----------\r\n public | celery_taskmeta    | table | postgres\r\n public | celery_tasksetmeta | table | postgres\r\n(<\/span>2 rows)<\/span>\r\n\r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"
                                                                  \u6574\u4f53\u5f62\u8c61 \u5ba2\u6237\u7aef\u5e94\u7528\u7a0b\u5e8f\u5c06\u4efb\u52a1\u6ce8\u518c\u5230RabbitMQ\u3002   Celery\u7684\u5de5\u4f5c\u8282\u70b9\u4eceRabbitMQ […]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-41683","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528RabbitMQ + PostgreSQL + Celery\u8fdb\u884c\u5f02\u6b65\u4efb\u52a1\u5904\u7406 - 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\u7528rabbitmq-postgresql-celery\u8fdb\u884c\u5f02\u6b65\u4efb\u52a1\u5904\u7406\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\u7528RabbitMQ + PostgreSQL + Celery\u8fdb\u884c\u5f02\u6b65\u4efb\u52a1\u5904\u7406\" \/>\n<meta property=\"og:description\" content=\"\u6574\u4f53\u5f62\u8c61 \u5ba2\u6237\u7aef\u5e94\u7528\u7a0b\u5e8f\u5c06\u4efb\u52a1\u6ce8\u518c\u5230RabbitMQ\u3002   Celery\u7684\u5de5\u4f5c\u8282\u70b9\u4eceRabbitMQ […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u8ba9\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528rabbitmq-postgresql-celery\u8fdb\u884c\u5f02\u6b65\u4efb\u52a1\u5904\u7406\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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