{"id":49352,"date":"2023-01-31T16:01:33","date_gmt":"2023-10-10T22:41:03","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8docker%e5%b0%86django%e9%83%a8%e7%bd%b2%e5%88%b0heroku%e3%80%82\/"},"modified":"2024-04-29T12:24:23","modified_gmt":"2024-04-29T04:24:23","slug":"%e4%bd%bf%e7%94%a8docker%e5%b0%86django%e9%83%a8%e7%bd%b2%e5%88%b0heroku%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8docker%e5%b0%86django%e9%83%a8%e7%bd%b2%e5%88%b0heroku%e3%80%82\/","title":{"rendered":"\u4f7f\u7528Docker\u5c06Django\u90e8\u7f72\u5230Heroku"},"content":{"rendered":"

\u5f00\u59cb<\/h1>\n

\u56e0\u4e3a\u9664\u4e86Python\u548cConda\u4e4b\u5916\uff0c\u6211\u6ca1\u6709\u5176\u4ed6\u4efb\u4f55\u77e5\u8bc6\uff0c\u6240\u4ee5\u6211\u82b1\u4e86\u5f88\u591a\u65f6\u95f4\u624d\u642d\u5efa\u597d\u4e86Django\u3001Docker\u548cHeroku\u73af\u5883\u3002<\/p>\n

\u8fd9\u6b21\u6211\u4eec\u5c06\u63a5\u6536\u5316\u5408\u7269\u7684SMILES\u8f93\u5165\uff0c\u5e76\u5c55\u793a\u8be5\u5316\u5408\u7269\u3002<\/p>\n

\u53c2\u8003\u7684\u7db2\u7ad9<\/h4>\n

\u5728Docker\u4e0a\u4f7f\u7528Anaconda\u5b89\u88c5\u7684Django\uff0c\u5e76\u5728Heroku\u4e0a\u8fd0\u884c
\n\u5c06\u4f7f\u7528Conda\u73af\u5883\u5728Heroku\u4e0a\u90e8\u7f72\u5f00\u53d1\u7684\u5e94\u7528\u7684\u65b9\u6cd5
\nDjango\u5165\u95e8\u6307\u5357<\/p>\n

\u73af\u5883<\/h4>\n

Windows 11
\n\u7a97\u53e3 11<\/p>\n

Anaconda
\n\u5b89\u7eb3\u5eb7\u8fbe<\/p>\n

VScode
\n\u89c6\u89d2\u7f16\u7801<\/p>\n

\u4f7f\u7528Docker\u521b\u5efa\u5bb9\u5668\u3002<\/h1>\n

\u8bf7\u53c2\u8003\u5728Docker\u4e0a\u4f7f\u7528Anaconda\u5b89\u88c5\u7684Django\u5e76\u5728Heroku\u4e0a\u8fd0\u884c\u7684\u65b9\u6cd5\uff0c\u60a8\u9700\u8981\u53c2\u80032\u30013\u30014\u30015\u6b65\u9aa4\u3002\u5728\u8fdb\u5165conda\u7684\u865a\u62df\u73af\u5883\u540e\uff0c\u8bf7\u5b89\u88c5\u4e0eAnaconda\u521b\u5efaDjango\u73af\u5883\u76f8\u540c\u7684\u8f6f\u4ef6\u3002<\/p>\n

\u6700\u5f8c\uff0c\u4f7f\u7528\u7c7b\u4f3c\u4e8edocker commit django djangotest:1.0.0\u7684\u547d\u4ee4\u5c06docker\u4fdd\u5b58\u4e3a\u9002\u5f53\u7684\u7248\u672c\u3002<\/p>\n

2. \u4f7f\u7528anaconda\u5efa\u7acbdjango\u73af\u5883\u3002<\/h1>\n

\u53ef\u4ee5\u4f7f\u7528\u4efb\u4f55\u540d\u5b57\uff0c\u5728Windows 11\u73af\u5883\u4e0b\u521b\u5efaDjango\u73af\u5883\uff08\u7701\u7565Anaconda\u73af\u5883\u7684\u521b\u5efa\uff09\u3002\u5982\u679c\u9700\u8981\uff0c\u60a8\u53ef\u4ee5\u5b89\u88c5RDKit\uff0c\u4f46\u5bf9\u4e8e\u666e\u901a\u7684\u5e94\u7528\u7a0b\u5e8f\u6765\u8bf4\u662f\u4e0d\u5fc5\u8981\u7684\u3002<\/p>\n

(<\/span>base)<\/span>       ><\/span> conda create -n<\/span> django_env python<\/span>==<\/span>3.7\r\n(<\/span>base)<\/span>       ><\/span> conda activate django_env\r\n(<\/span>django_env)<\/span> ><\/span> conda install <\/span>django<\/span>=<\/span>3.*<\/span> -c<\/span> conda-forge\r\n(<\/span>django_env)<\/span> ><\/span> conda install<\/span> -c<\/span> rdkit -c<\/span> conda-forge rdkit\r\n(<\/span>django_env)<\/span> ><\/span> conda install <\/span>django-heroku -c<\/span> conda-forge\r\n<\/code><\/pre>\n
\u63a5\u4e0b\u6765\u8981\u4f7f\u7528Django\u521b\u5efa\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n
\u9879\u76ee\u540d\u79f0\uff1awepapps\uff0c\u5e94\u7528\u540d\u79f0\uff1achem_app\u5c06\u88ab\u5236\u4f5c\u3002<\/p>\n
(<\/span>django_env)<\/span> ><\/span> mkdir <\/span>django_sample\r\n(<\/span>django_env)<\/span> ><\/span> cd <\/span>django_sample\r\n(<\/span>django_env)<\/span> ><\/span> mkdir <\/span>webapps\r\n(<\/span>django_env)<\/span> ><\/span> cd <\/span>webapps\r\n(<\/span>django_env)<\/span> ><\/span> django-admin startproject webapps .<\/span>\r\n(<\/span>django_env)<\/span> ><\/span> python manage.py startapp chem_app\r\n<\/code><\/pre>\n
django-admin startproject webapps .\u4e0d\u9700\u8981\u4e0e mkdir webapps \u76f8\u540c\u7684\u540d\u79f0\u3002<\/p>\n
\u6211\u5011\u5c07\u5728\u9019\u88e1\u78ba\u8a8d\u4e00\u4e0b\u57f7\u884c “python manage.py runserver 0.0.0.0:8000” \u7684\u60c5\u6cc1\u3002<\/p>\n
\u5236\u4f5c\u5e94\u7528\u7a0b\u5e8f<\/h1>\n
\u5728django_sample\/webapps\/webapps\/setting.py\u6587\u4ef6\u4e2d\uff0c\u8fdb\u884c\u4ee5\u4e0b\u66f4\u6539\u3002<\/p>\n
\r\n# heroku\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304f\r\n<\/span>ALLOWED_HOSTS<\/span> =<\/span>  [<\/span>'<\/span>127.0.0.1<\/span>'<\/span>,<\/span> '<\/span>.herokuapp.com<\/span>'<\/span>]<\/span>\r\n\r\n~<\/span>\r\n\r\nTEMPLATES<\/span> =<\/span> [<\/span>\r\n    {<\/span>\r\n        '<\/span>BACKEND<\/span>'<\/span>:<\/span> '<\/span>django.template.backends.django.DjangoTemplates<\/span>'<\/span>,<\/span>\r\n        '<\/span>DIRS<\/span>'<\/span>:<\/span> [<\/span>  \r\n            # html\u3092\u8aad\u307f\u8fbc\u3081\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304f\u3002\r\n<\/span>            os<\/span>.<\/span>path<\/span>.<\/span>join<\/span>(<\/span>BASE_DIR<\/span>,<\/span> '<\/span>chem_app\/templates<\/span>'<\/span>),<\/span> ## <- \u30b3\u30b3\u3092\u8ffd\u52a0\r\n<\/span>        ],<\/span>\r\n        '<\/span>APP_DIRS<\/span>'<\/span>:<\/span> True<\/span>,<\/span>\r\n        '<\/span>OPTIONS<\/span>'<\/span>:<\/span> {<\/span>\r\n            '<\/span>context_processors<\/span>'<\/span>:<\/span> [<\/span>\r\n                '<\/span>django.template.context_processors.debug<\/span>'<\/span>,<\/span>\r\n                '<\/span>django.template.context_processors.request<\/span>'<\/span>,<\/span>\r\n                '<\/span>django.contrib.auth.context_processors.auth<\/span>'<\/span>,<\/span>\r\n                '<\/span>django.contrib.messages.context_processors.messages<\/span>'<\/span>,<\/span>\r\n            ],<\/span>\r\n        },<\/span>\r\n    },<\/span>\r\n]<\/span>\r\n\r\n<\/code><\/pre>\n
\u4e0b\u4e00\u6b65\uff0c\u5c06django_sample\/webapps\/webapps\/urls.py\u66f4\u6539\u5982\u4e0b\uff1a<\/p>\n
from<\/span> django.conf.urls<\/span> import<\/span> url<\/span>,<\/span> include<\/span>\r\nfrom<\/span> django.contrib<\/span> import<\/span> admin<\/span>\r\nfrom<\/span> django.urls<\/span> import<\/span> path<\/span>\r\nimport<\/span> chem_app.views<\/span> as<\/span> chem<\/span> # django_sample\/webapps\/chem_app\/views.py\u3092chem\u3068\u3057\u3066\u6271\u3063\u3066\u3044\u307e\u3059\r\n<\/span>\r\nurlpatterns<\/span> =<\/span> [<\/span>\r\n    path<\/span>(<\/span>'<\/span>admin\/<\/span>'<\/span>,<\/span> admin<\/span>.<\/span>site<\/span>.<\/span>urls<\/span>),<\/span>\r\n    path<\/span>(<\/span>'<\/span>smiles2picture\/<\/span>'<\/span>,<\/span> chem<\/span>.<\/span>smiles2pic<\/span>,<\/span> name<\/span>=<\/span>'<\/span>smiles2picuture<\/span>'<\/span>),<\/span>\r\n    path<\/span>(<\/span>'<\/span>smiles2picture\/result<\/span>'<\/span>,<\/span> chem<\/span>.<\/span>smiles2pic_result<\/span>,<\/span> name<\/span>=<\/span>'<\/span>s2p_res<\/span>'<\/span>),<\/span>\r\n]<\/span>\r\n\r\n<\/code><\/pre>\n
\u5c06django_sample\/webapps\/chem_app\/views.py\u6587\u4ef6\u66f4\u6539\u5982\u4e0b\u3002<\/p>\n
from<\/span> django.shortcuts<\/span> import<\/span> render<\/span>\r\nfrom<\/span> django.http<\/span> import<\/span> HttpResponse<\/span>  # Load Module\r\n<\/span>from<\/span> rdkit<\/span> import<\/span> Chem<\/span>\r\nfrom<\/span> rdkit.Chem<\/span> import<\/span> Draw<\/span>\r\nimport<\/span> base64<\/span>\r\nfrom<\/span> io<\/span> import<\/span> BytesIO<\/span>\r\nfrom<\/span> PIL<\/span> import<\/span> Image<\/span>\r\nimport<\/span> os<\/span>\r\n\r\ndef<\/span> pil_to_base64<\/span>(<\/span>img<\/span>,<\/span> format<\/span>=<\/span>\"<\/span>jpeg<\/span>\"<\/span>):<\/span>\r\n    buffer<\/span> =<\/span> BytesIO<\/span>()<\/span>\r\n    img<\/span>.<\/span>save<\/span>(<\/span>buffer<\/span>,<\/span> format<\/span>)<\/span>\r\n    img_str<\/span> =<\/span> base64<\/span>.<\/span>b64encode<\/span>(<\/span>buffer<\/span>.<\/span>getvalue<\/span>()).<\/span>decode<\/span>(<\/span>\"<\/span>ascii<\/span>\"<\/span>)<\/span>\r\n\r\n    return<\/span> img_str<\/span>\r\n\r\ndef<\/span> smiles2pic<\/span>(<\/span>request<\/span>):<\/span>\r\n    return<\/span> render<\/span>(<\/span>request<\/span>,<\/span>\"<\/span>smiles2picture.html<\/span>\"<\/span>)<\/span>\r\n\r\ndef<\/span> smiles2pic_result<\/span>(<\/span>request<\/span>):<\/span>\r\n    # SMILES\u304b\u3089\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\r\n<\/span>    smiles<\/span> =<\/span> request<\/span>.<\/span>POST<\/span>.<\/span>get<\/span>(<\/span>\"<\/span>SMILES<\/span>\"<\/span>,<\/span> None<\/span>)<\/span>\r\n    print<\/span>(<\/span>f<\/span>\"<\/span>smiles:<\/span>{<\/span>smiles<\/span>}<\/span>\"<\/span>)<\/span>\r\n    m<\/span> =<\/span> Chem<\/span>.<\/span>MolFromSmiles<\/span>(<\/span>smiles<\/span>)<\/span>\r\n    img<\/span> =<\/span> Draw<\/span>.<\/span>MolToImage<\/span>(<\/span>m<\/span>,<\/span>size<\/span>=<\/span>(<\/span>300<\/span>,<\/span> 300<\/span>))<\/span>\r\n    img_base64<\/span> =<\/span> pil_to_base64<\/span>(<\/span>img<\/span>,<\/span> format<\/span>=<\/span>\"<\/span>png<\/span>\"<\/span>)<\/span>\r\n    return<\/span> render<\/span>(<\/span>request<\/span>,<\/span> '<\/span>chemtest.html<\/span>'<\/span>,{<\/span>\"<\/span>title<\/span>\"<\/span>:<\/span>smiles<\/span>,<\/span>\"<\/span>img<\/span>\"<\/span>:<\/span>img_base64<\/span>})<\/span>\r\n<\/code><\/pre>\n
\u8bf7\u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9\u5230django_sample\/webapps\/chem_app\/templates\/smiles2picture.html\u548cdjango_sample\/webapps\/chem_app\/templates\/chemtest.html\u4e2d\u3002<\/p>\n
<!DOCTYPE html><\/span>\r\n<html<\/span> lang=<\/span>\"ja\"<\/span>><\/span>\r\n<head><\/span>\r\n    <meta<\/span> charset=<\/span>\"UTF-8\"<\/span>><\/span>\r\n    <title><\/span>Smiles2Picture<\/title><\/span>\r\n<\/head><\/span>\r\n<body><\/span>\r\n    <p><\/span>\u5316\u5408\u7269\u306eSMILES\u3092\u5165\u529b<\/p><\/span>\r\n    <form<\/span> action=<\/span>\"\/smiles2picture\/result\"<\/span> method=<\/span>\"POST\"<\/span>><\/span>\r\n        {% csrf_token %}\r\n        <input<\/span> type=<\/span>\"text\"<\/span> name=<\/span>\"SMILES\"<\/span>><\/span>\r\n        <input<\/span> type=<\/span>\"submit\"<\/span> value=<\/span>\"\u9001\u4fe1\"<\/span>><\/span>\r\n    <\/form><\/span>\r\n<\/body><\/span>\r\n<\/html><\/span>\r\n<\/code><\/pre>\n
<!doctype html><\/span>\r\n<html<\/span> lang=<\/span>\"ja\"<\/span>><\/span>\r\n    <head><\/span>\r\n        <meta<\/span> charset=<\/span>\"utf-8\"<\/span>><\/span>\r\n        <title><\/span>{{ title }}<\/title><\/span>\r\n    <\/head><\/span>\r\n    <body><\/span>\r\n        <img<\/span> src=<\/span>\"data:image\/png;base64,{{img}}\"<\/span>><\/span>\r\n    <\/body><\/span>\r\n<\/html><\/span>\r\n<\/code><\/pre>\n
\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5c06\u7531rdkit\u751f\u6210\u7684\u56fe\u50cf\u8f6c\u6362\u4e3abase64\u683c\u5f0f\uff0c\u76f4\u63a5\u4f20\u9012\u5230html\u6587\u4ef6\u4e2d\uff0c\u800c\u4e0d\u662f\u4fdd\u5b58\u4e3a\u6587\u4ef6\uff0c\u8fd9\u662f\u56e0\u4e3aHeroku\u65e0\u6cd5\u4fdd\u5b58\u5e76\u91cd\u590d\u4f7f\u7528\u6587\u4ef6\u3002\u5bf9\u4e8e\u9759\u6001\u6587\u4ef6\u60c5\u51b5\u4e0b\uff0c\u4f3c\u4e4e\u9700\u8981\u5728Django\u4e0a\u8fdb\u884c\u4e00\u4e9b\u590d\u6742\u7684\u64cd\u4f5c\u3002<\/p>\n
\u5728\u8fd9\u91cc\u518d\u6b21\u8f93\u5165 “python manage.py runserver 0.0.0.0:8000” \u5e76\u8bbf\u95ee http:\/\/127.0.0.1:8000\/smiles2picture\/ \u6765\u786e\u8ba4\u662f\u5426\u6b63\u5e38\u8fd0\u884c\u3002<\/p>\n
\u751f\u6210Dockerfile\u3002<\/h1>\n
\u5728django_sample\u6587\u4ef6\u5939\u4e0b\u8bbe\u7f6eDockerfile\u3002<\/p>\n
# \u81ea\u5206\u306edocker\u30a4\u30e1\u30fc\u30b8\u306b\u66f8\u304d\u63db\u3048\u308b<\/span>\r\nFROM<\/span> djangotest:1.0.2<\/span>\r\n\r\nSHELL<\/span> [\"\/bin\/bash\", \"-c\",\"-l\"]<\/span>\r\n\r\nRUN <\/span>echo<\/span> \"chmod 777 \/root\/.pyenv\/versions\/miniconda3-latest\/etc\/profile.d\/conda.sh\"<\/span> >><\/span> ~\/.bashrc\r\nRUN <\/span>echo<\/span> \"source \/root\/.pyenv\/versions\/miniconda3-latest\/etc\/profile.d\/conda.sh\"<\/span> >><\/span> ~\/.bashrc\r\nRUN <\/span>echo<\/span> \"conda activate base\"<\/span> >><\/span> ~\/.bashrc\r\nRUN <\/span>echo<\/span> \"conda activate django\"<\/span> >><\/span> ~\/.bashrc\r\nRUN <\/span>echo<\/span> \"conda env list\"<\/span> >><\/span> ~\/.bashrc\r\n\r\nENV<\/span> PATH \/root\/.pyenv\/versions\/miniconda3-latest\/envs\/django\/bin:$PATH<\/span>\r\n\r\nCOPY<\/span> webapps\/ ~\/webapps<\/span>\r\nWORKDIR<\/span> ~\/webapps<\/span>\r\nCMD<\/span> gunicorn --bind 0.0.0.0:$PORT webapps.wsgi<\/span>\r\n<\/code><\/pre>\n
5. \u5f15\u5165Heroku\u3002<\/h1>\n
\u9700\u8981\u5b89\u88c5git\u3002
\n\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e2d\u9009\u62e9\u9002\u5408\u60a8\u73af\u5883\u7684\u7248\u672c\u8fdb\u884c\u5b89\u88c5\u3002
\n\u7136\u540e\u5b89\u88c5Heroku CLI\u3002\u5728Windows\u4e0a\uff0c\u53ef\u4ee5\u76f8\u5bf9\u8f7b\u677e\u5730\u5b8c\u6210\u8be5\u6b65\u9aa4\u3002<\/p>\n
6. \u5728Heroku\u4e0a\u8fdb\u884c\u63a8\u9001\u3002<\/h1>\n
heroku container:login\r\nheroku create myappname\r\nheroku container:push web -a<\/span> myappname\r\nheroku container:release web -a<\/span> myappname\r\n<\/code><\/pre>\n
\u5e94\u8be5\u5df2\u7ecf\u5728Heroku\u4e0a\u5e94\u7528\u4e86\u3002\u8bbf\u95ee\u81ea\u5df1\u521b\u5efa\u7684\u7f51\u7ad9\u5e76\u786e\u8ba4\u662f\u5426\u6b63\u5e38\u8fd0\u884c\u3002<\/p>\n
\u5982\u679c\u4e0d\u884c\u7684\u8bdd\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u5728Heroku\u4e0a\u67e5\u770b\u65e5\u5fd7\uff1aheroku logs –tail -a myappname\u3002<\/p>\n
\u6211\u4f1a\u5c06\u6211\u521b\u5efa\u7684\u7f51\u7ad9\u4e34\u65f6\u516c\u5f00\u3002https:\/\/mychemodel2.herokuapp.com\/smiles2picture<\/p>\n
\u6700\u7ec8\u76ee\u5f55\u7ed3\u6784\u7684\u8865\u5145\u8bf4\u660e<\/h1>\n
DJANGO_SAMPLE\r\n\u2502  Dockerfile\r\n\u2502\r\n\u2514\u2500webapps\r\n    \u2502  db.sqlite3\r\n    \u2502  manage.py\r\n    \u2502\r\n    \u251c\u2500chem_app\r\n    \u2502  \u2502  admin.py\r\n    \u2502  \u2502  apps.py\r\n    \u2502  \u2502  models.py\r\n    \u2502  \u2502  tests.py\r\n    \u2502  \u2502  views.py\r\n    \u2502  \u2502  __init__.py\r\n    \u2502  \u2502\r\n    \u2502  \u251c\u2500migrations\r\n    \u2502  \u2502      __init__.py\r\n    \u2502  \u2502\r\n    \u2502  \u251c\u2500static\r\n    \u2502  \u2502  \u2514\u2500chem_app\r\n    \u2502  \u2502      \u2514\u2500images\r\n    \u2502  \u2502          \u2514\u2500  test.png\r\n    \u2502  \u2502\r\n    \u2502  \u2514\u2500templates\r\n    \u2502         chemtest.html\r\n    \u2502         index.html\r\n    \u2502         smiles2picture.html\r\n    \u2502  \r\n    \u2514\u2500webapps\r\n        \u2502  asgi.py\r\n        \u2502  settings.py\r\n        \u2502  urls.py\r\n        \u2502  wsgi.py\r\n        \u2514\u2500 __init__.py\r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"
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