{"id":75452,"date":"2026-02-12T11:17:32","date_gmt":"2026-02-12T03:17:32","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/75452.html"},"modified":"2026-02-12T11:17:32","modified_gmt":"2026-02-12T03:17:32","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8-mac-%e4%bd%9c%e4%b8%ba%e6%9c%8d%e5%8a%a1%e5%99%a8%e8%bf%90%e8%a1%8c-dify-workflow","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/75452.html","title":{"rendered":"\u5982\u4f55\u4f7f\u7528 Mac \u4f5c\u4e3a\u670d\u52a1\u5668\u8fd0\u884c Dify Workflow"},"content":{"rendered":"

\u5982\u4f55\u4f7f\u7528 Mac \u4f5c\u4e3a\u670d\u52a1\u5668\u8fd0\u884c Dify Workflow<\/h2>\n

\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728 macOS \u7cfb\u7edf\u4e0a\u914d\u7f6e\u5b9a\u65f6\u4efb\u52a1，\u8ba9 Mac \u4f5c\u4e3a\u670d\u52a1\u5668\u6301\u7eed\u8fd0\u884c Dify workflow \u6216\u5176\u4ed6 Python \u811a\u672c\u3002<\/p>\n

\u524d\u7f6e\u51c6\u5907<\/h3>\n

1. \u51c6\u5907 Python \u73af\u5883<\/h4>\n

# \u521b\u5efa\u9879\u76ee\u76ee\u5f55<\/span>
\nmkdir<\/span> -p ~\/your-project
\ncd<\/span> ~\/your-project<\/p>\n

# \u521b\u5efa\u865a\u62df\u73af\u5883<\/span>
\npython3 -m venv venv<\/p>\n

# \u6fc0\u6d3b\u865a\u62df\u73af\u5883<\/span>
\nsource<\/span> venv\/bin\/activate<\/p>\n

# \u5b89\u88c5\u4f9d\u8d56<\/span>
\npip install<\/span> -r requirements.txt<\/p>\n

2. \u51c6\u5907 Python \u811a\u672c<\/h4>\n

\u786e\u4fdd\u4f60\u7684 Python \u811a\u672c（\u5982 scheduled_runner.py）\u80fd\u591f\u6b63\u5e38\u8fd0\u884c：<\/p>\n

python scheduled_runner.py<\/p>\n

3. \u521b\u5efa\u65e5\u5fd7\u76ee\u5f55<\/h4>\n

mkdir<\/span> -p ~\/your-project\/logs<\/p>\n

\u4f7f\u7528 launchd \u914d\u7f6e\u5f00\u673a\u81ea\u542f\u52a8<\/h3>\n

macOS \u4f7f\u7528 launchd \u7ba1\u7406\u7cfb\u7edf\u670d\u52a1\u548c\u5b9a\u65f6\u4efb\u52a1，\u914d\u7f6e\u6587\u4ef6\u4e3a .plist \u683c\u5f0f\u3002<\/p>\n

\u521b\u5efa LaunchAgent \u914d\u7f6e\u6587\u4ef6<\/h4>\n

\u5728 ~\/Library\/LaunchAgents\/ \u76ee\u5f55\u4e0b\u521b\u5efa\u914d\u7f6e\u6587\u4ef6：<\/p>\n

nano<\/span> ~\/Library\/LaunchAgents\/com.yourapp.agent.plist<\/p>\n

\u914d\u7f6e\u6587\u4ef6\u793a\u4f8b<\/h4>\n

<?xml version="1.0" encoding="UTF-8"?><\/span>
\n<!<\/span>DOCTYPE<\/span> plist<\/span> PUBLIC<\/span> "-\/\/Apple\/\/DTD PLIST 1.0\/\/EN"<\/span> "http:\/\/www.apple.com\/DTDs\/PropertyList-1.0.dtd"<\/span>><\/span><\/span>
\n<<\/span>plist<\/span> version<\/span>=<\/span>"<\/span>1.0"<\/span><\/span>><\/span><\/span>
\n<<\/span>dict<\/span>><\/span><\/span>
\n <!– \u670d\u52a1\u6807\u8bc6\u7b26，\u5fc5\u987b\u552f\u4e00 –><\/span>
\n <<\/span>key<\/span>><\/span><\/span>Label<\/<\/span>key<\/span>><\/span><\/span>
\n <<\/span>string<\/span>><\/span><\/span>com.yourapp.agent<\/<\/span>string<\/span>><\/span><\/span><\/p>\n

<!– \u8981\u6267\u884c\u7684\u7a0b\u5e8f\u548c\u53c2\u6570 –><\/span>
\n <<\/span>key<\/span>><\/span><\/span>ProgramArguments<\/<\/span>key<\/span>><\/span><\/span>
\n <<\/span>array<\/span>><\/span><\/span>
\n <<\/span>string<\/span>><\/span><\/span>\/Users\/username\/your-project\/venv\/bin\/python<\/<\/span>string<\/span>><\/span><\/span>
\n <<\/span>string<\/span>><\/span><\/span>\/Users\/username\/your-project\/scheduled_runner.py<\/<\/span>string<\/span>><\/span><\/span>
\n <\/<\/span>array<\/span>><\/span><\/span><\/p>\n

<!– \u5de5\u4f5c\u76ee\u5f55 –><\/span>
\n <<\/span>key<\/span>><\/span><\/span>WorkingDirectory<\/<\/span>key<\/span>><\/span><\/span>
\n <<\/span>string<\/span>><\/span><\/span>\/Users\/username\/your-project<\/<\/span>string<\/span>><\/span><\/span><\/p>\n

<!– \u5f00\u673a\u81ea\u52a8\u542f\u52a8 –><\/span>
\n <<\/span>key<\/span>><\/span><\/span>RunAtLoad<\/<\/span>key<\/span>><\/span><\/span>
\n <<\/span>true<\/span>\/><\/span><\/span><\/p>\n

<!– \u8fdb\u7a0b\u5f02\u5e38\u9000\u51fa\u540e\u81ea\u52a8\u91cd\u542f（\u4fdd\u6d3b） –><\/span>
\n <<\/span>key<\/span>><\/span><\/span>KeepAlive<\/<\/span>key<\/span>><\/span><\/span>
\n <<\/span>true<\/span>\/><\/span><\/span><\/p>\n

<!– \u6807\u51c6\u8f93\u51fa\u65e5\u5fd7 –><\/span>
\n <<\/span>key<\/span>><\/span><\/span>StandardOutPath<\/<\/span>key<\/span>><\/span><\/span>
\n <<\/span>string<\/span>><\/span><\/span>\/Users\/username\/your-project\/logs\/stdout.log<\/<\/span>string<\/span>><\/span><\/span><\/p>\n

<!– \u9519\u8bef\u8f93\u51fa\u65e5\u5fd7 –><\/span>
\n <<\/span>key<\/span>><\/span><\/span>StandardErrorPath<\/<\/span>key<\/span>><\/span><\/span>
\n <<\/span>string<\/span>><\/span><\/span>\/Users\/username\/your-project\/logs\/stderr.log<\/<\/span>string<\/span>><\/span><\/span>
\n<\/<\/span>dict<\/span>><\/span><\/span>
\n<\/<\/span>plist<\/span>><\/span><\/span><\/p>\n

\u914d\u7f6e\u8bf4\u660e<\/h4>\n\n\u914d\u7f6e\u9879\u8bf4\u660e<\/tr>\n\n\n\n\n\n\n\n\n
Label<\/td>\n\u670d\u52a1\u552f\u4e00\u6807\u8bc6\u7b26，\u901a\u5e38\u4f7f\u7528\u53cd\u5411\u57df\u540d\u683c\u5f0f<\/td>\n<\/tr>\n
ProgramArguments<\/td>\n\u8981\u6267\u884c\u7684\u547d\u4ee4，\u7b2c\u4e00\u4e2a\u5143\u7d20\u662f\u7a0b\u5e8f\u8def\u5f84，\u540e\u7eed\u662f\u53c2\u6570<\/td>\n<\/tr>\n
WorkingDirectory<\/td>\n\u811a\u672c\u8fd0\u884c\u65f6\u7684\u5de5\u4f5c\u76ee\u5f55<\/td>\n<\/tr>\n
RunAtLoad<\/td>\n\u8bbe\u4e3a true \u65f6\u5f00\u673a\u81ea\u52a8\u542f\u52a8<\/td>\n<\/tr>\n
KeepAlive<\/td>\n\u8bbe\u4e3a true \u65f6\u8fdb\u7a0b\u9000\u51fa\u540e\u81ea\u52a8\u91cd\u542f<\/td>\n<\/tr>\n
StandardOutPath<\/td>\n\u6807\u51c6\u8f93\u51fa\u91cd\u5b9a\u5411\u5230\u7684\u6587\u4ef6<\/td>\n<\/tr>\n
StandardErrorPath<\/td>\n\u9519\u8bef\u8f93\u51fa\u91cd\u5b9a\u5411\u5230\u7684\u6587\u4ef6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5176\u4ed6\u5e38\u7528\u914d\u7f6e<\/h4>\n

<!– \u5b9a\u65f6\u6267\u884c（\u6bcf\u5c0f\u65f6\u8fd0\u884c\u4e00\u6b21） –><\/span>
\n<<\/span>key<\/span>><\/span><\/span>StartInterval<\/<\/span>key<\/span>><\/span><\/span>
\n<<\/span>integer<\/span>><\/span><\/span>3600<\/<\/span>integer<\/span>><\/span><\/span><\/p>\n

<!– \u6216\u8005\u6307\u5b9a\u5177\u4f53\u65f6\u95f4\u6267\u884c –><\/span>
\n<<\/span>key<\/span>><\/span><\/span>StartCalendarInterval<\/<\/span>key<\/span>><\/span><\/span>
\n<<\/span>dict<\/span>><\/span><\/span>
\n <<\/span>key<\/span>><\/span><\/span>Hour<\/<\/span>key<\/span>><\/span><\/span>
\n <<\/span>integer<\/span>><\/span><\/span>9<\/<\/span>integer<\/span>><\/span><\/span>
\n <<\/span>key<\/span>><\/span><\/span>Minute<\/<\/span>key<\/span>><\/span><\/span>
\n <<\/span>integer<\/span>><\/span><\/span>0<\/<\/span>integer<\/span>><\/span><\/span>
\n<\/<\/span>dict<\/span>><\/span><\/span><\/p>\n

<!– \u73af\u5883\u53d8\u91cf –><\/span>
\n<<\/span>key<\/span>><\/span><\/span>EnvironmentVariables<\/<\/span>key<\/span>><\/span><\/span>
\n<<\/span>dict<\/span>><\/span><\/span>
\n <<\/span>key<\/span>><\/span><\/span>PATH<\/<\/span>key<\/span>><\/span><\/span>
\n <<\/span>string<\/span>><\/span><\/span>\/usr\/local\/bin:\/usr\/bin:\/bin<\/<\/span>string<\/span>><\/span><\/span>
\n<\/<\/span>dict<\/span>><\/span><\/span><\/p>\n

\u52a0\u8f7d\u548c\u7ba1\u7406\u670d\u52a1<\/h3>\n

\u52a0\u8f7d\u670d\u52a1（\u542f\u52a8）<\/h4>\n

launchctl load ~\/Library\/LaunchAgents\/com.yourapp.agent.plist<\/p>\n

\u5378\u8f7d\u670d\u52a1（\u505c\u6b62）<\/h4>\n

launchctl unload ~\/Library\/LaunchAgents\/com.yourapp.agent.plist<\/p>\n

\u67e5\u770b\u8fd0\u884c\u72b6\u6001<\/h4>\n

# \u67e5\u770b\u6240\u6709\u8fd0\u884c\u7684\u670d\u52a1<\/span>
\nlaunchctl list<\/p>\n

# \u67e5\u770b\u7279\u5b9a\u670d\u52a1<\/span>
\nlaunchctl list |<\/span> grep<\/span> yourapp<\/p>\n

\u67e5\u770b\u65e5\u5fd7<\/h4>\n

# \u67e5\u770b\u6807\u51c6\u8f93\u51fa<\/span>
\ntail<\/span> -f ~\/your-project\/logs\/stdout.log<\/p>\n

# \u67e5\u770b\u9519\u8bef\u65e5\u5fd7<\/span>
\ntail<\/span> -f ~\/your-project\/logs\/stderr.log<\/p>\n

\u5b8c\u5168\u7981\u7528\u5f00\u673a\u81ea\u542f\u52a8<\/h3>\n

\u5982\u679c\u8981\u5f7b\u5e95\u7981\u7528\u670d\u52a1：<\/p>\n

# 1. \u505c\u6b62\u5e76\u5378\u8f7d\u670d\u52a1<\/span>
\nlaunchctl unload ~\/Library\/LaunchAgents\/com.yourapp.agent.plist<\/p>\n

# 2. \u5220\u9664\u914d\u7f6e\u6587\u4ef6<\/span>
\nrm<\/span> ~\/Library\/LaunchAgents\/com.yourapp.agent.plist<\/p>\n

# 3. \u9a8c\u8bc1\u662f\u5426\u5df2\u79fb\u9664<\/span>
\nlaunchctl list |<\/span> grep<\/span> yourapp<\/p>\n

\u67e5\u770b\u7cfb\u7edf\u4e2d\u7684\u5b9a\u65f6\u4efb\u52a1<\/h3>\n

\u67e5\u770b\u7528\u6237\u7ea7\u4efb\u52a1<\/h4>\n

# \u67e5\u770b crontab<\/span>
\ncrontab<\/span> -l<\/p>\n

# \u67e5\u770b LaunchAgents<\/span>
\nls<\/span> -la ~\/Library\/LaunchAgents\/<\/p>\n

# \u67e5\u770b\u5f53\u524d\u52a0\u8f7d\u7684\u670d\u52a1（\u6392\u9664\u7cfb\u7edf\u670d\u52a1）<\/span>
\nlaunchctl list |<\/span> grep<\/span> -v "com.apple"<\/span><\/p>\n

\u67e5\u770b\u7cfb\u7edf\u7ea7\u4efb\u52a1（\u9700\u8981 sudo）<\/h4>\n

# \u67e5\u770b\u7cfb\u7edf\u7ea7\u670d\u52a1<\/span>
\nsudo<\/span> launchctl list |<\/span> grep<\/span> -v "com.apple"<\/span><\/p>\n

# \u67e5\u770b\u7cfb\u7edf\u7ea7 LaunchDaemons<\/span>
\nls<\/span> -la \/Library\/LaunchDaemons\/<\/p>\n

\u5e38\u89c1\u95ee\u9898<\/h3>\n

1. \u670d\u52a1\u65e0\u6cd5\u542f\u52a8<\/h4>\n
    \n
  • \u68c0\u67e5 Python \u8def\u5f84\u662f\u5426\u6b63\u786e：which python<\/li>\n
  • \u68c0\u67e5\u811a\u672c\u8def\u5f84\u662f\u5426\u4f7f\u7528\u7edd\u5bf9\u8def\u5f84<\/li>\n
  • \u68c0\u67e5\u6587\u4ef6\u6743\u9650：chmod +x your_script.py<\/li>\n
  • \u67e5\u770b\u9519\u8bef\u65e5\u5fd7：cat ~\/your-project\/logs\/stderr.log<\/li>\n<\/ul>\n

    2. \u670d\u52a1\u610f\u5916\u9000\u51fa<\/h4>\n
      \n
    • \u68c0\u67e5 KeepAlive \u662f\u5426\u8bbe\u7f6e\u4e3a true<\/li>\n
    • \u68c0\u67e5 Python \u811a\u672c\u4e2d\u662f\u5426\u6709\u672a\u6355\u83b7\u7684\u5f02\u5e38<\/li>\n
    • \u67e5\u770b\u65e5\u5fd7\u6392\u67e5\u95ee\u9898<\/li>\n<\/ul>\n

      3. \u627e\u4e0d\u5230\u6a21\u5757\u6216\u4f9d\u8d56<\/h4>\n

      \u786e\u4fdd\u4f7f\u7528\u865a\u62df\u73af\u5883\u7684 Python：<\/p>\n

      \/path\/to\/venv\/bin\/python<\/p>\n

      \u800c\u4e0d\u662f\u7cfb\u7edf Python：<\/p>\n

      \/usr\/bin\/python3<\/p>\n

      4. \u73af\u5883\u53d8\u91cf\u95ee\u9898<\/h4>\n

      \u5728 plist \u4e2d\u663e\u5f0f\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf：<\/p>\n

      <<\/span>key<\/span>><\/span><\/span>EnvironmentVariables<\/<\/span>key<\/span>><\/span><\/span>
      \n<<\/span>dict<\/span>><\/span><\/span>
      \n <<\/span>key<\/span>><\/span><\/span>PATH<\/<\/span>key<\/span>><\/span><\/span>
      \n <<\/span>string<\/span>><\/span><\/span>\/usr\/local\/bin:\/usr\/bin:\/bin<\/<\/span>string<\/span>><\/span><\/span>
      \n <<\/span>key<\/span>><\/span><\/span>PYTHONPATH<\/<\/span>key<\/span>><\/span><\/span>
      \n <<\/span>string<\/span>><\/span><\/span>\/Users\/username\/your-project<\/<\/span>string<\/span>><\/span><\/span>
      \n<\/<\/span>dict<\/span>><\/span><\/span><\/p>\n

      LaunchAgents vs LaunchDaemons<\/h3>\n\n\u7279\u6027LaunchAgentsLaunchDaemons<\/tr>\n\n\n\n\n\n\n
      \u914d\u7f6e\u4f4d\u7f6e<\/td>\n~\/Library\/LaunchAgents\/<\/td>\n\/Library\/LaunchDaemons\/<\/td>\n<\/tr>\n
      \u8fd0\u884c\u6743\u9650<\/td>\n\u7528\u6237\u7ea7\u522b<\/td>\n\u7cfb\u7edf\u7ea7\u522b<\/td>\n<\/tr>\n
      \u8fd0\u884c\u65f6\u673a<\/td>\n\u7528\u6237\u767b\u5f55\u540e<\/td>\n\u7cfb\u7edf\u542f\u52a8\u65f6<\/td>\n<\/tr>\n
      GUI \u8bbf\u95ee<\/td>\n\u53ef\u4ee5<\/td>\n\u4e0d\u53ef\u4ee5<\/td>\n<\/tr>\n
      \u9002\u7528\u573a\u666f<\/td>\n\u4e2a\u4eba\u4efb\u52a1\u3001\u9700\u8981 GUI<\/td>\n\u7cfb\u7edf\u670d\u52a1\u3001\u540e\u53f0\u4efb\u52a1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u6700\u4f73\u5b9e\u8df5<\/h3>\n
    • \u4f7f\u7528\u7edd\u5bf9\u8def\u5f84：\u6240\u6709\u8def\u5f84\u90fd\u4f7f\u7528\u7edd\u5bf9\u8def\u5f84，\u907f\u514d\u76f8\u5bf9\u8def\u5f84\u95ee\u9898<\/li>\n
    • \u914d\u7f6e\u65e5\u5fd7：\u59cb\u7ec8\u8bbe\u7f6e StandardOutPath \u548c StandardErrorPath<\/li>\n
    • \u9519\u8bef\u5904\u7406：Python \u811a\u672c\u4e2d\u6dfb\u52a0\u5b8c\u5584\u7684\u9519\u8bef\u5904\u7406\u548c\u65e5\u5fd7\u8bb0\u5f55<\/li>\n
    • \u6d4b\u8bd5\u5148\u884c：\u5148\u624b\u52a8\u8fd0\u884c\u811a\u672c\u786e\u4fdd\u6b63\u5e38，\u518d\u914d\u7f6e launchd<\/li>\n
    • \u5b9a\u671f\u68c0\u67e5：\u5b9a\u671f\u67e5\u770b\u65e5\u5fd7\u6587\u4ef6，\u786e\u4fdd\u670d\u52a1\u6b63\u5e38\u8fd0\u884c<\/li>\n
    • \u8d44\u6e90\u7ba1\u7406：\u907f\u514d\u957f\u671f\u8fd0\u884c\u7684\u811a\u672c\u5360\u7528\u8fc7\u591a\u7cfb\u7edf\u8d44\u6e90<\/li>\n

      \u793a\u4f8b：Dify Workflow \u8fd0\u884c\u811a\u672c<\/h3>\n

      #!\/usr\/bin\/env python3<\/span>
      \nimport<\/span> time
      \nimport<\/span> logging
      \nfrom<\/span> datetime import<\/span> datetime<\/p>\n

      # \u914d\u7f6e\u65e5\u5fd7<\/span>
      \nlogging.<\/span>basicConfig(<\/span>
      \n level=<\/span>logging.<\/span>INFO,<\/span>
      \n format<\/span>=<\/span>'%(asctime)s – %(levelname)s – %(message)s'<\/span>
      \n)<\/span><\/p>\n

      def<\/span> run_dify_workflow<\/span>(<\/span>)<\/span>:<\/span>
      \n """\u8fd0\u884c Dify workflow \u7684\u4e3b\u51fd\u6570"""<\/span>
      \n try<\/span>:<\/span>
      \n logging.<\/span>info(<\/span>"\u5f00\u59cb\u6267\u884c Dify workflow"<\/span>)<\/span>
      \n # \u8fd9\u91cc\u6dfb\u52a0\u4f60\u7684 Dify workflow \u8c03\u7528\u4ee3\u7801<\/span>
      \n # \u4f8b\u5982：\u8c03\u7528 API\u3001\u5904\u7406\u6570\u636e\u7b49<\/span><\/p>\n

      logging.<\/span>info(<\/span>"Dify workflow \u6267\u884c\u5b8c\u6210"<\/span>)<\/span>
      \n except<\/span> Exception as<\/span> e:<\/span>
      \n logging.<\/span>error(<\/span>f"\u6267\u884c\u51fa\u9519: <\/span>{<\/span>e}<\/span><\/span>"<\/span><\/span>,<\/span> exc_info=<\/span>True<\/span>)<\/span><\/p>\n

      if<\/span> __name__ ==<\/span> "__main__"<\/span>:<\/span>
      \n logging.<\/span>info(<\/span>"\u670d\u52a1\u542f\u52a8"<\/span>)<\/span><\/p>\n

      while<\/span> True<\/span>:<\/span>
      \n try<\/span>:<\/span>
      \n run_dify_workflow(<\/span>)<\/span>
      \n # \u6bcf\u5c0f\u65f6\u6267\u884c\u4e00\u6b21<\/span>
      \n time.<\/span>sleep(<\/span>3600<\/span>)<\/span>
      \n except<\/span> KeyboardInterrupt:<\/span>
      \n logging.<\/span>info(<\/span>"\u6536\u5230\u505c\u6b62\u4fe1\u53f7，\u670d\u52a1\u9000\u51fa"<\/span>)<\/span>
      \n break<\/span>
      \n except<\/span> Exception as<\/span> e:<\/span>
      \n logging.<\/span>error(<\/span>f"\u672a\u9884\u671f\u7684\u9519\u8bef: <\/span>{<\/span>e}<\/span><\/span>"<\/span><\/span>,<\/span> exc_info=<\/span>True<\/span>)<\/span>
      \n # \u51fa\u9519\u540e\u7b49\u5f85 60 \u79d2\u518d\u91cd\u8bd5<\/span>
      \n time.<\/span>sleep(<\/span>60<\/span>)<\/span><\/p>\n

      \u53c2\u8003\u8d44\u6e90<\/h3>\n
        \n
      • launchd.info – launchd \u5b8c\u6574\u6587\u6863<\/li>\n
      • Apple Developer Documentation<\/li>\n
      • man launchd.plist – \u67e5\u770b plist \u683c\u5f0f\u624b\u518c<\/li>\n
      • man launchctl – \u67e5\u770b launchctl \u547d\u4ee4\u624b\u518c<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

        \u5982\u4f55\u4f7f\u7528 Mac \u4f5c\u4e3a\u670d\u52a1\u5668\u8fd0\u884c Dify Workflow
        \n\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728 macOS \u7cfb\u7edf\u4e0a\u914d\u7f6e\u5b9a\u65f6\u4efb\u52a1，\u8ba9 Mac \u4f5c\u4e3a\u670d\u52a1\u5668\u6301\u7eed\u8fd0\u884c Dify workflow \u6216\u5176\u4ed6 Python \u811a\u672c\u3002
        \n\u524d\u7f6e\u51c6\u5907
        \n1. \u51c6\u5907 Python \u73af\u5883
        \n# \u521b\u5efa\u9879\u76ee\u76ee\u5f55
        \nmkdir -p ~\/your-project
        \ncd ~\/your-project# \u521b\u5efa\u865a\u62df\u73af\u5883
        \npython3 -m venv venv# \u6fc0\u6d3b\u865a\u62df\u73af\u5883
        \nsource venv\/bin\/act<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[323],"topic":[],"class_list":["post-75452","post","type-post","status-publish","format-standard","hentry","category-server","tag-323"],"yoast_head":"\n\u5982\u4f55\u4f7f\u7528 Mac \u4f5c\u4e3a\u670d\u52a1\u5668\u8fd0\u884c Dify Workflow - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/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.wsisp.com\/helps\/75452.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5982\u4f55\u4f7f\u7528 Mac \u4f5c\u4e3a\u670d\u52a1\u5668\u8fd0\u884c Dify Workflow - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u5982\u4f55\u4f7f\u7528 Mac \u4f5c\u4e3a\u670d\u52a1\u5668\u8fd0\u884c Dify Workflow \u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728 macOS \u7cfb\u7edf\u4e0a\u914d\u7f6e\u5b9a\u65f6\u4efb\u52a1，\u8ba9 Mac \u4f5c\u4e3a\u670d\u52a1\u5668\u6301\u7eed\u8fd0\u884c Dify workflow \u6216\u5176\u4ed6 Python \u811a\u672c\u3002 \u524d\u7f6e\u51c6\u5907 1. \u51c6\u5907 Python \u73af\u5883 # \u521b\u5efa\u9879\u76ee\u76ee\u5f55 mkdir -p ~\/your-project cd ~\/your-project# \u521b\u5efa\u865a\u62df\u73af\u5883 python3 -m venv venv# \u6fc0\u6d3b\u865a\u62df\u73af\u5883 source venv\/bin\/act\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/75452.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-12T03:17:32+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\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.wsisp.com\/helps\/75452.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/75452.html\",\"name\":\"\u5982\u4f55\u4f7f\u7528 Mac \u4f5c\u4e3a\u670d\u52a1\u5668\u8fd0\u884c Dify Workflow - 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