{"id":13735,"date":"2024-11-15T21:04:38","date_gmt":"2024-11-15T13:04:38","guid":{"rendered":"https:\/\/fwq.ai\/blog\/13735\/"},"modified":"2024-11-15T21:04:38","modified_gmt":"2024-11-15T13:04:38","slug":"%e4%bd%bf%e7%94%a8docker%e5%ae%89%e8%a3%85celery%e7%9a%84%e6%95%99%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/13735\/","title":{"rendered":"\u4f7f\u7528Docker\u5b89\u88c5Celery\u7684\u6559\u7a0b"},"content":{"rendered":"<h1 id=\"%e4%bd%bf%e7%94%a8docker%e5%ae%89%e8%a3%85celery%e7%9a%84%e6%95%99%e7%a8%8b-IMaESWYbUz\">\u4f7f\u7528Docker\u5b89\u88c5Celery\u7684\u6559\u7a0b<\/h1>\n<p>Celery\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5f02\u6b65\u4efb\u52a1\u961f\u5217\/\u4f5c\u4e1a\u961f\u5217\uff0c\u57fa\u4e8e\u5206\u5e03\u5f0f\u6d88\u606f\u4f20\u9012\u3002\u5b83\u88ab\u5e7f\u6cdb\u7528\u4e8e\u5904\u7406\u540e\u53f0\u4efb\u52a1\uff0c\u5c24\u5176\u662f\u5728Web\u5e94\u7528\u7a0b\u5e8f\u4e2d\u3002\u4f7f\u7528Docker\u6765\u5b89\u88c5\u548c\u7ba1\u7406Celery\u53ef\u4ee5\u7b80\u5316\u90e8\u7f72\u8fc7\u7a0b\uff0c\u5e76\u786e\u4fdd\u73af\u5883\u7684\u4e00\u81f4\u6027\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5728Docker\u4e2d\u5b89\u88c5\u548c\u914d\u7f6eCelery\u3002<\/p>\n<h2 id=\"%e5%89%8d%e6%8f%90%e6%9d%a1%e4%bb%b6-IMaESWYbUz\">\u524d\u63d0\u6761\u4ef6<\/h2>\n<ul>\n<li>\u786e\u4fdd\u5df2\u5b89\u88c5Docker\u548cDocker Compose\u3002<\/li>\n<li>\u5177\u5907\u57fa\u672c\u7684Python\u548cCelery\u77e5\u8bc6\u3002<\/li>\n<li>\u4e86\u89e3\u5982\u4f55\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u3002<\/li>\n<\/ul>\n<h2 id=\"%e6%ad%a5%e9%aa%a4%e4%b8%80%ef%bc%9a%e5%88%9b%e5%bb%ba%e9%a1%b9%e7%9b%ae%e7%9b%ae%e5%bd%95-IMaESWYbUz\">\u6b65\u9aa4\u4e00\uff1a\u521b\u5efa\u9879\u76ee\u76ee\u5f55<\/h2>\n<p>\u9996\u5148\uff0c\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u9879\u76ee\u76ee\u5f55\uff0c\u5e76\u8fdb\u5165\u8be5\u76ee\u5f55\uff1a<\/p>\n<pre><code>mkdir celery-docker-example\ncd celery-docker-example\n<\/code><\/pre>\n<h2 id=\"%e6%ad%a5%e9%aa%a4%e4%ba%8c%ef%bc%9a%e5%88%9b%e5%bb%badockerfile-IMaESWYbUz\">\u6b65\u9aa4\u4e8c\uff1a\u521b\u5efaDockerfile<\/h2>\n<p>\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a <code>Dockerfile<\/code> \u7684\u6587\u4ef6\uff0c\u5185\u5bb9\u5982\u4e0b\uff1a<\/p>\n<pre><code>FROM python:3.9-slim\n\n# \u8bbe\u7f6e\u5de5\u4f5c\u76ee\u5f55\nWORKDIR \/app\n\n# \u590d\u5236\u4f9d\u8d56\u6587\u4ef6\nCOPY requirements.txt .\n\n# \u5b89\u88c5\u4f9d\u8d56\nRUN pip install --no-cache-dir -r requirements.txt\n\n# \u590d\u5236\u9879\u76ee\u6587\u4ef6\nCOPY . .\n\n# \u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\nENV CELERY_BROKER_URL=redis:\/\/redis:6379\/0\n<\/code><\/pre>\n<h2 id=\"%e6%ad%a5%e9%aa%a4%e4%b8%89%ef%bc%9a%e5%88%9b%e5%bb%barequirements-txt-IMaESWYbUz\">\u6b65\u9aa4\u4e09\uff1a\u521b\u5efarequirements.txt<\/h2>\n<p>\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a <code>requirements.txt<\/code> \u7684\u6587\u4ef6\uff0c\u5185\u5bb9\u5982\u4e0b\uff1a<\/p>\n<pre><code>celery\nredis\n<\/code><\/pre>\n<h2 id=\"%e6%ad%a5%e9%aa%a4%e5%9b%9b%ef%bc%9a%e5%88%9b%e5%bb%bacelery%e4%bb%bb%e5%8a%a1-IMaESWYbUz\">\u6b65\u9aa4\u56db\uff1a\u521b\u5efaCelery\u4efb\u52a1<\/h2>\n<p>\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a <code>tasks.py<\/code> \u7684\u6587\u4ef6\uff0c\u5185\u5bb9\u5982\u4e0b\uff1a<\/p>\n<pre><code>from celery import Celery\n\napp = Celery('tasks')\n\n@app.task\ndef add(x, y):\n    return x + y\n<\/code><\/pre>\n<h2 id=\"%e6%ad%a5%e9%aa%a4%e4%ba%94%ef%bc%9a%e5%88%9b%e5%bb%badocker-compose-yml%e6%96%87%e4%bb%b6-IMaESWYbUz\">\u6b65\u9aa4\u4e94\uff1a\u521b\u5efadocker-compose.yml\u6587\u4ef6<\/h2>\n<p>\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a <code>docker-compose.yml<\/code> \u7684\u6587\u4ef6\uff0c\u5185\u5bb9\u5982\u4e0b\uff1a<\/p>\n<pre><code>version: '3'\n\nservices:\n  redis:\n    image: \"redis:alpine\"\n  \n  celery:\n    build: .\n    command: celery -A tasks worker --loglevel=info\n    depends_on:\n      - redis\n<\/code><\/pre>\n<h2 id=\"%e6%ad%a5%e9%aa%a4%e5%85%ad%ef%bc%9a%e6%9e%84%e5%bb%ba%e5%92%8c%e8%bf%90%e8%a1%8cdocker%e5%ae%b9%e5%99%a8-IMaESWYbUz\">\u6b65\u9aa4\u516d\uff1a\u6784\u5efa\u548c\u8fd0\u884cDocker\u5bb9\u5668<\/h2>\n<p>\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u4ee5\u6784\u5efa\u548c\u542f\u52a8Docker\u5bb9\u5668\uff1a<\/p>\n<pre><code>docker-compose up --build\n<\/code><\/pre>\n<p>\u6b64\u547d\u4ee4\u5c06\u6784\u5efaCelery\u670d\u52a1\u5e76\u542f\u52a8Redis\u670d\u52a1\u3002\u60a8\u5e94\u8be5\u4f1a\u770b\u5230Celery worker\u7684\u65e5\u5fd7\u8f93\u51fa\uff0c\u8868\u793a\u5b83\u5df2\u6210\u529f\u542f\u52a8\u5e76\u6b63\u5728\u7b49\u5f85\u4efb\u52a1\u3002<\/p>\n<h2 id=\"%e6%ad%a5%e9%aa%a4%e4%b8%83%ef%bc%9a%e6%b5%8b%e8%af%95celery%e4%bb%bb%e5%8a%a1-IMaESWYbUz\">\u6b65\u9aa4\u4e03\uff1a\u6d4b\u8bd5Celery\u4efb\u52a1<\/h2>\n<p>\u6253\u5f00\u53e6\u4e00\u4e2a\u7ec8\u7aef\u7a97\u53e3\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6765\u6d4b\u8bd5Celery\u4efb\u52a1\uff1a<\/p>\n<pre><code>docker-compose exec celery python -c \"from tasks import add; add.delay(4, 6)\"\n<\/code><\/pre>\n<p>\u5982\u679c\u4e00\u5207\u6b63\u5e38\uff0c\u60a8\u5c06\u5728Celery worker\u7684\u65e5\u5fd7\u4e2d\u770b\u5230\u4efb\u52a1\u7684\u6267\u884c\u7ed3\u679c\u3002<\/p>\n<h2 id=\"%e6%80%bb%e7%bb%93-IMaESWYbUz\">\u603b\u7ed3<\/h2>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u60a8\u5df2\u7ecf\u6210\u529f\u5728Docker\u4e2d\u5b89\u88c5\u5e76\u914d\u7f6e\u4e86Celery\u3002\u4f7f\u7528Docker\u53ef\u4ee5\u6709\u6548\u5730\u7ba1\u7406\u4f9d\u8d56\u5173\u7cfb\u548c\u73af\u5883\u914d\u7f6e\uff0c\u4f7f\u5f97\u5f00\u53d1\u548c\u90e8\u7f72\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\u3002\u5982\u679c\u60a8\u9700\u8981\u66f4\u5f3a\u5927\u7684\u670d\u52a1\u5668\u652f\u6301\uff0c\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u7c73\u4e91\u63d0\u4f9b\u7684<a href=\"https:\/\/fwq.ai\">\u7f8e\u56fd\u4e91\u670d\u52a1\u5668<\/a>\uff0c\u4ee5\u6ee1\u8db3\u60a8\u7684\u4e1a\u52a1\u9700\u6c42\u3002\u7c73\u4e91\u7684\u670d\u52a1\u5305\u62ec<a href=\"https:\/\/fwq.ai\">\u7f8e\u56fdVPS<\/a>\u548c<a href=\"https:\/\/fwq.ai\">\u533f\u540d\u670d\u52a1\u5668<\/a>\uff0c\u4e3a\u60a8\u63d0\u4f9b\u5b89\u5168\u3001\u7a33\u5b9a\u7684\u6258\u7ba1\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f7f\u7528Docker\u5b89\u88c5Celery\u7684\u6559\u7a0b Celery\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5f02\u6b65\u4efb\u52a1\u961f\u5217\/\u4f5c\u4e1a\u961f\u5217\uff0c\u57fa\u4e8e\u5206\u5e03\u5f0f\u6d88\u606f\u4f20\u9012\u3002\u5b83\u88ab\u5e7f\u6cdb\u7528\u4e8e\u5904\u7406\u540e\u53f0\u4efb\u52a1\uff0c\u5c24\u5176\u662f\u5728Web\u5e94\u7528\u7a0b\u5e8f\u4e2d\u3002\u4f7f\u7528Docker\u6765\u5b89\u88c5\u548c\u7ba1\u7406Celery\u53ef\u4ee5\u7b80\u5316\u90e8\u7f72\u8fc7\u7a0b\uff0c\u5e76\u786e\u4fdd\u73af\u5883\u7684\u4e00\u81f4\u6027\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5728Docker\u4e2d\u5b89\u88c5\u548c\u914d\u7f6eCelery\u3002 \u524d\u63d0\u6761\u4ef6 \u786e\u4fdd\u5df2\u5b89\u88c5Docker\u548cDocker Compose\u3002 \u5177\u5907\u57fa\u672c\u7684Python\u548cCelery\u77e5\u8bc6\u3002 \u4e86\u89e3\u5982\u4f55\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u3002 \u6b65\u9aa4\u4e00\uff1a\u521b\u5efa\u9879\u76ee\u76ee\u5f55 \u9996\u5148\uff0c\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u9879\u76ee\u76ee\u5f55\uff0c\u5e76\u8fdb\u5165\u8be5\u76ee\u5f55\uff1a mkdir celery-docker-example cd celery-docker-example \u6b65\u9aa4\u4e8c\uff1a\u521b\u5efaDockerfile \u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a Dockerfile \u7684\u6587\u4ef6\uff0c\u5185\u5bb9\u5982\u4e0b\uff1a FROM python:3.9-slim # \u8bbe\u7f6e\u5de5\u4f5c\u76ee\u5f55 WORKDIR \/app # \u590d\u5236\u4f9d\u8d56\u6587\u4ef6 COPY requirements.txt . # \u5b89\u88c5\u4f9d\u8d56 RUN pip install &#8211;no-cache-dir -r requirements.txt # \u590d\u5236\u9879\u76ee\u6587\u4ef6 COPY . . # \u8bbe\u7f6e\u73af\u5883\u53d8\u91cf ENV CELERY_BROKER_URL=redis:\/\/redis:6379\/0 \u6b65\u9aa4\u4e09\uff1a\u521b\u5efarequirements.txt \u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a requirements.txt \u7684\u6587\u4ef6\uff0c\u5185\u5bb9\u5982\u4e0b\uff1a celery redis \u6b65\u9aa4\u56db\uff1a\u521b\u5efaCelery\u4efb\u52a1 \u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a tasks.py \u7684\u6587\u4ef6\uff0c\u5185\u5bb9\u5982\u4e0b\uff1a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[],"class_list":["post-13735","post","type-post","status-publish","format-standard","hentry","category-docker"],"_links":{"self":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/13735","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/comments?post=13735"}],"version-history":[{"count":0,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/13735\/revisions"}],"wp:attachment":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/media?parent=13735"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/categories?post=13735"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/tags?post=13735"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}