{"id":55904,"date":"2025-08-14T09:44:29","date_gmt":"2025-08-14T01:44:29","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/55904.html"},"modified":"2025-08-14T09:44:29","modified_gmt":"2025-08-14T01:44:29","slug":"python%e4%b8%8ejava%e7%9a%84%e5%8c%ba%e5%88%ab%e6%95%99%e7%a8%8b%ef%bc%9a%e4%bb%8e%e9%83%a8%e7%bd%b2%e4%b8%8e%e5%ba%94%e7%94%a8%e8%a7%92%e5%ba%a6%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/55904.html","title":{"rendered":"Python\u4e0eJava\u7684\u533a\u522b\u6559\u7a0b\uff1a\u4ece\u90e8\u7f72\u4e0e\u5e94\u7528\u89d2\u5ea6\u6df1\u5ea6\u89e3\u6790"},"content":{"rendered":"

\u4e00\u3001\u5f15\u8a00：\u4e3a\u4ec0\u4e48\u9700\u8981\u4ece\u90e8\u7f72\u4e0e\u5e94\u7528\u89d2\u5ea6\u7406\u89e3Python\u4e0eJava\u7684\u533a\u522b？<\/h2>\n

\u5728\u8f6f\u4ef6\u5f00\u53d1\u5168\u751f\u547d\u5468\u671f\u4e2d，\u200b\u200b\u90e8\u7f72\u4e0e\u5e94\u7528\u9636\u6bb5\u200b\u200b\u5f80\u5f80\u51b3\u5b9a\u4e86\u6280\u672f\u7684\u5b9e\u9645\u53ef\u884c\u6027\u4e0e\u957f\u671f\u7ef4\u62a4\u6210\u672c\u3002Python\u548cJava\u867d\u7136\u90fd\u80fd\u7528\u4e8e\u6784\u5efa\u5404\u7c7b\u5e94\u7528，\u4f46\u5728\u200b\u200b\u90e8\u7f72\u65b9\u5f0f\u3001\u8fd0\u884c\u73af\u5883\u3001\u6027\u80fd\u8c03\u4f18\u3001\u6269\u5c55\u6027\u200b\u200b\u7b49\u65b9\u9762\u5b58\u5728\u663e\u8457\u5dee\u5f02\u3002\u672c\u6559\u7a0b\u5c06\u805a\u7126\u8fd9\u4e24\u4e2a\u7ef4\u5ea6，\u5e2e\u52a9\u5f00\u53d1\u8005\u6839\u636e\u5b9e\u9645\u5e94\u7528\u573a\u666f\u505a\u51fa\u66f4\u7cbe\u51c6\u7684\u6280\u672f\u9009\u62e9\u3002<\/p>\n

\n

\u4e8c\u3001\u90e8\u7f72\u65b9\u5f0f\u5bf9\u6bd4：\u4ece\u5f00\u53d1\u73af\u5883\u5230\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u94fe\u8def<\/h3>\n

1. \u73af\u5883\u4f9d\u8d56\u4e0e\u6253\u5305\u673a\u5236<\/h4>\n\n\u200b\u200b\u7ef4\u5ea6\u200b\u200b\u200b\u200bPython\u200b\u200b\u200b\u200bJava\u200b\u200b<\/tr>\n\n\n\n\n
\u200b\u200b\u8fd0\u884c\u65f6\u4f9d\u8d56\u200b\u200b<\/td>\n\u9700\u9884\u88c5\u5bf9\u5e94\u7248\u672c\u7684Python\u89e3\u91ca\u5668（\u59823.8\/3.11）\u548c\u7b2c\u4e09\u65b9\u5e93（\u901a\u8fc7pip\u5b89\u88c5）<\/td>\n\u4ec5\u9700JVM（Java\u865a\u62df\u673a），\u4ee3\u7801\u7f16\u8bd1\u4e3a\u8de8\u5e73\u53f0\u7684\u5b57\u8282\u7801（.class\u6587\u4ef6）<\/td>\n<\/tr>\n
\u200b\u200b\u6253\u5305\u5de5\u5177\u200b\u200b<\/td>\n\u5e38\u7528PyInstaller（\u751f\u6210\u72ec\u7acbexe）\u3001Docker\u955c\u50cf\u3001setuptools（\u751f\u6210wheel\u5305）<\/td>\nMaven\/Gradle\u6784\u5efa\u5de5\u5177\u751f\u6210\u53ef\u6267\u884cJAR（\u5305\u542b\u4f9d\u8d56\u5e93）\u3001Docker\u955c\u50cf<\/td>\n<\/tr>\n
\u200b\u200b\u5178\u578b\u90e8\u7f72\u5305\u200b\u200b<\/td>\n– \u76f4\u63a5\u4e0a\u4f20Python\u811a\u672c+requirements.txt
\n– Docker\u955c\u50cf（\u57fa\u4e8epython:3.11-slim）
\n– PyInstaller\u6253\u5305\u7684exe（Windows）<\/td>\n		– \u53ef\u6267\u884cJAR\u6587\u4ef6（java -jar app.jar）
\n– Docker\u955c\u50cf（\u57fa\u4e8eopenjdk:17-jdk）
\n– WAR\u6587\u4ef6（\u90e8\u7f72\u5230Tomcat\u7b49\u5bb9\u5668）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u200b\u200b\u5173\u952e\u533a\u522b\u200b\u200b：Python\u4f9d\u8d56\u89e3\u91ca\u5668\u548c\u73af\u5883\u4e00\u81f4\u6027，\u6613\u51fa\u73b0"\u5728\u6211\u673a\u5668\u4e0a\u80fd\u8dd1"\u7684\u95ee\u9898；Java\u4f9d\u8d56JVM\u4f46\u8de8\u5e73\u53f0\u6027\u66f4\u5f3a，\u9002\u5408\u6807\u51c6\u5316\u90e8\u7f72\u3002<\/p>\n

\n

2. \u5bb9\u5668\u5316\u90e8\u7f72\u5b9e\u8df5（Docker\u793a\u4f8b）<\/h4>\n

\u200b\u200bPython\u5e94\u7528（Flask API）\u200b\u200b：<\/p>\n

# \u57fa\u4e8e\u8f7b\u91cf\u7ea7Python\u955c\u50cf
\nFROM python:3.11-slim<\/p>\n

# \u8bbe\u7f6e\u5de5\u4f5c\u76ee\u5f55
\nWORKDIR \/app<\/p>\n

# \u590d\u5236\u4f9d\u8d56\u6587\u4ef6\u5e76\u5b89\u88c5（\u51cf\u5c11\u955c\u50cf\u5c42）
\nCOPY requirements.txt .
\nRUN pip install –no-cache-dir -r requirements.txt<\/p>\n

# \u590d\u5236\u5e94\u7528\u4ee3\u7801
\nCOPY . .<\/p>\n

# \u66b4\u9732\u7aef\u53e3\u5e76\u542f\u52a8\u670d\u52a1
\nEXPOSE 5000
\nCMD ["gunicorn", "-w 4", "-b :5000", "app:app"]<\/p>\n

    \n
  • \u200b\u200b\u955c\u50cf\u5927\u5c0f\u200b\u200b：\u57fa\u7840\u955c\u50cf\u7ea650-100MB（ slim\u7248\u672c），\u5b8c\u6574\u5e94\u7528\u901a\u5e38<200MB<\/li>\n
  • \u200b\u200b\u542f\u52a8\u901f\u5ea6\u200b\u200b：\u79d2\u7ea7\u542f\u52a8（\u9002\u5408Serverless\u573a\u666f）<\/li>\n<\/ul>\n

    \u200b\u200bJava\u5e94\u7528（Spring Boot）\u200b\u200b：<\/p>\n

    # \u57fa\u4e8e\u5b98\u65b9OpenJDK\u955c\u50cf
    \nFROM openjdk:17-jdk-slim<\/p>\n

    # \u590d\u5236\u6784\u5efa\u597d\u7684\u53ef\u6267\u884cJAR
    \nCOPY target\/myapp.jar .<\/p>\n

    # \u66b4\u9732\u7aef\u53e3\u5e76\u542f\u52a8\u670d\u52a1
    \nEXPOSE 8080
    \nENTRYPOINT ["java", "-jar", "myapp.jar"]<\/p>\n

      \n
    • \u200b\u200b\u955c\u50cf\u5927\u5c0f\u200b\u200b：\u57fa\u7840\u955c\u50cf\u7ea6200-300MB（slim\u7248\u672c），\u5b8c\u6574\u5e94\u7528\u901a\u5e38300-500MB<\/li>\n
    • \u200b\u200b\u542f\u52a8\u901f\u5ea6\u200b\u200b：\u8f83\u6162（\u9700JVM\u9884\u70ed，\u7ea6\u51e0\u79d2\u5230\u5341\u51e0\u79d2）<\/li>\n<\/ul>\n

      \u200b\u200b\u90e8\u7f72\u5efa\u8bae\u200b\u200b：Python\u9002\u5408\u5feb\u901f\u8fed\u4ee3\u7684\u8f7b\u91cf\u7ea7\u670d\u52a1；Java\u9002\u5408\u9700\u8981\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u7684\u6838\u5fc3\u4e1a\u52a1\u7cfb\u7edf\u3002<\/p>\n

      \n

      \u4e09\u3001\u5e94\u7528\u573a\u666f\u9002\u914d：\u4e0d\u540c\u4e1a\u52a1\u9700\u6c42\u4e0b\u7684\u90e8\u7f72\u7b56\u7565<\/h3>\n

      1. Web\u5e94\u7528\u90e8\u7f72\u5bf9\u6bd4<\/h4>\n\n\u200b\u200b\u573a\u666f\u200b\u200b\u200b\u200bPython\u65b9\u6848\u200b\u200b\u200b\u200bJava\u65b9\u6848\u200b\u200b<\/tr>\n\n\n\n\n\n
      \u200b\u200b\u5f00\u53d1\u6846\u67b6\u200b\u200b<\/td>\nFlask（\u8f7b\u91cf\u7ea7）\u3001Django（\u5168\u529f\u80fd）\u3001FastAPI（\u5f02\u6b65\u9ad8\u6027\u80fd）<\/td>\nSpring Boot（\u4f01\u4e1a\u7ea7）\u3001Jakarta EE（\u6807\u51c6\u89c4\u8303）\u3001Play Framework（\u54cd\u5e94\u5f0f）<\/td>\n<\/tr>\n
      \u200b\u200b\u90e8\u7f72\u76ee\u6807\u200b\u200b<\/td>\n– \u4e91\u51fd\u6570（AWS Lambda\/Python）
      \n– \u5bb9\u5668\u5316（Docker+Kubernetes）
      \n– \u4f20\u7edfVPS（Nginx\u53cd\u5411\u4ee3\u7406）<\/td>\n      		– \u4e91\u539f\u751f（Kubernetes+Spring Cloud）
      \n– \u5e94\u7528\u670d\u52a1\u5668（Tomcat\/Jetty\/WildFly）
      \n– \u4e91\u51fd\u6570（AWS Lambda\/Java）<\/td>\n<\/tr>\n
      \u200b\u200b\u6027\u80fd\u7279\u70b9\u200b\u200b<\/td>\n– IO\u5bc6\u96c6\u578b\u9ad8\u5e76\u53d1（\u5f02\u6b65\u6846\u67b6\u5982FastAPI+Uvicorn\u53ef\u652f\u6301\u4e07\u7ea7QPS）
      \n– CPU\u5bc6\u96c6\u578b\u6027\u80fd\u8f83\u5f31（\u53d7GIL\u9650\u5236）<\/td>\n      		– \u591a\u7ebf\u7a0b\u4f18\u5316（JVM\u7ebf\u7a0b\u6c60\u7ba1\u7406）
      \n– \u9ad8\u5e76\u53d1\u573a\u666f\u901a\u8fc7\u865a\u62df\u7ebf\u7a0b（Project Loom）\u6216Reactor\u6a21\u5f0f（WebFlux）\u63d0\u5347\u541e\u5410\u91cf<\/td>\n<\/tr>\n
      \u200b\u200b\u5178\u578b\u7528\u4f8b\u200b\u200b<\/td>\n\u6570\u636e\u5206\u6790\u5e73\u53f0API\u3001\u5185\u90e8\u7ba1\u7406\u7cfb\u7edf\u3001\u5feb\u901f\u539f\u578b\u9a8c\u8bc1<\/td>\n\u7535\u5546\u4ea4\u6613\u7cfb\u7edf\u3001\u94f6\u884c\u540e\u53f0\u670d\u52a1\u3001\u5927\u578b\u4f01\u4e1a\u95e8\u6237<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u200b\u200b\u6848\u4f8b\u200b\u200b：\u67d0\u521d\u521b\u516c\u53f8\u7684\u7528\u6237\u7ba1\u7406\u7cfb\u7edf<\/p>\n

        \n
      • \u200b\u200bPython\u9009\u62e9\u200b\u200b：\u4f7f\u7528FastAPI\u5f00\u53d1REST API，Docker\u5bb9\u5668\u90e8\u7f72\u5728AWS ECS，3\u5929\u5185\u5b8c\u6210\u4e0a\u7ebf，\u652f\u6301\u521d\u671f1000\u65e5\u6d3b\u7528\u6237<\/li>\n
      • \u200b\u200bJava\u9009\u62e9\u200b\u200b：\u82e5\u7528\u6237\u91cf\u589e\u957f\u81f310\u4e07+，\u9700\u5207\u6362\u81f3Spring Boot+Redis\u96c6\u7fa4+MySQL\u5206\u5e93\u5206\u8868，\u901a\u8fc7Kubernetes\u5b9e\u73b0\u81ea\u52a8\u6269\u7f29\u5bb9<\/li>\n<\/ul>\n
        \n

        2. \u79fb\u52a8\u4e0e\u5d4c\u5165\u5f0f\u5e94\u7528\u90e8\u7f72<\/h4>\n\n\u200b\u200b\u573a\u666f\u200b\u200b\u200b\u200bPython\u65b9\u6848\u200b\u200b\u200b\u200bJava\u65b9\u6848\u200b\u200b<\/tr>\n\n\n\n
        \u200b\u200b\u79fb\u52a8\u5f00\u53d1\u200b\u200b<\/td>\n\u901a\u8fc7Kivy\u6846\u67b6\u5f00\u53d1\u8de8\u5e73\u53f0APP（\u6027\u80fd\u8f83\u4f4e，\u9002\u5408\u7b80\u5355\u5de5\u5177\u7c7b\u5e94\u7528）
        \n\u4e3b\u8981\u7528\u4e8e\u540e\u7aefAPI\u670d\u52a1（\u5982Flask\u63d0\u4f9b\u6570\u636e\u63a5\u53e3）<\/td>\n        		\u200b\u200b\u5b89\u5353\u539f\u751f\u5f00\u53d1\u9996\u9009\u200b\u200b（Android Studio\u57fa\u4e8eJava\/Kotlin）
        \n\u652f\u6301\u9ad8\u6027\u80fdUI\u6e32\u67d3\u548c\u7cfb\u7edf\u7ea7API\u8c03\u7528<\/td>\n<\/tr>\n
        \u200b\u200b\u5d4c\u5165\u5f0f\u8bbe\u5907\u200b\u200b<\/td>\nMicroPython\/ CircuitPython（\u8d44\u6e90\u53d7\u9650\u8bbe\u5907\u5982\u6811\u8393\u6d3e\u3001ESP32）
        \n\u9700\u4f18\u5316\u5185\u5b58\u5360\u7528（\u901a\u5e38<128MB）<\/td>\n        		\u901a\u8fc7Java ME（\u5df2\u9010\u6e10\u6dd8\u6c70）\u6216Android Things（\u7269\u8054\u7f51\u5e73\u53f0）
        \n\u4f9d\u8d56Android\u7cfb\u7edf\u751f\u6001<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u200b\u200b\u5173\u952e\u7ed3\u8bba\u200b\u200b：\u79fb\u52a8\u7aefJava（\u5b89\u5353）\u5360\u636e\u7edd\u5bf9\u4e3b\u5bfc；Python\u66f4\u9002\u5408\u5d4c\u5165\u5f0f\u811a\u672c\u6216\u540e\u7aef\u670d\u52a1\u652f\u6301\u3002<\/p>\n

        \n

        3. \u5927\u6570\u636e\u4e0e\u5206\u5e03\u5f0f\u7cfb\u7edf\u90e8\u7f72<\/h4>\n\n\u200b\u200b\u573a\u666f\u200b\u200b\u200b\u200bPython\u65b9\u6848\u200b\u200b\u200b\u200bJava\u65b9\u6848\u200b\u200b<\/tr>\n\n\n\n\n
        \u200b\u200b\u6570\u636e\u5904\u7406\u200b\u200b<\/td>\nPySpark（Python API\u8c03\u7528Spark\u5f15\u64ce）
        \nJupyter Notebook\u5feb\u901f\u539f\u578b\u9a8c\u8bc1<\/td>\n        		\u539f\u751fSpark（Scala\/Java API）
        \nFlink（\u4f4e\u5ef6\u8fdf\u6d41\u5904\u7406）<\/td>\n<\/tr>\n
        \u200b\u200b\u90e8\u7f72\u6a21\u5f0f\u200b\u200b<\/td>\n– YARN\/Kubernetes\u96c6\u7fa4（\u901a\u8fc7PySpark\u63d0\u4ea4\u4efb\u52a1）
        \n– \u672c\u5730\u5f00\u53d1\u73af\u5883（Anaconda+Jupyter）<\/td>\n        		– Hadoop\u751f\u6001\u7cfb\u7edf（HDFS+YARN）
        \n– \u4f01\u4e1a\u7ea7\u5927\u6570\u636e\u5e73\u53f0（\u5982Cloudera\/CDP）<\/td>\n<\/tr>\n
        \u200b\u200b\u5178\u578b\u5de5\u5177\u94fe\u200b\u200b<\/td>\nPandas（\u5c0f\u6570\u636e\u96c6）\u3001Dask（\u5e76\u884c\u8ba1\u7b97）\u3001TensorFlow\/PyTorch（AI\u8bad\u7ec3）<\/td>\nHadoop\u3001Kafka\u3001HBase\u3001Elasticsearch（\u5168\u94fe\u8def\u5927\u6570\u636e\u89e3\u51b3\u65b9\u6848）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u200b\u200b\u90e8\u7f72\u6311\u6218\u200b\u200b：Python\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\u901a\u5e38\u4f5c\u4e3a"\u80f6\u6c34\u8bed\u8a00"\u8c03\u7528Java\/Scala\u5e95\u5c42\u5f15\u64ce；Java\u539f\u751f\u652f\u6301\u66f4\u5b8c\u6574\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u751f\u6001\u3002<\/p>\n

        \n

        \u56db\u3001\u6027\u80fd\u8c03\u4f18\u4e0e\u8fd0\u7ef4\u7ba1\u7406<\/h3>\n

        1. \u751f\u4ea7\u73af\u5883\u6027\u80fd\u4f18\u5316\u7b56\u7565<\/h4>\n

        \u200b\u200bPython\u4f18\u5316\u624b\u6bb5\u200b\u200b：<\/p>\n

          \n
        • \u200b\u200b\u5e76\u53d1\u6a21\u578b\u200b\u200b：\u5f02\u6b65\u6846\u67b6（FastAPI+Uvicorn）\u66ff\u4ee3\u540c\u6b65Flask，\u63d0\u5347IO\u5bc6\u96c6\u578b\u6027\u80fd<\/li>\n
        • \u200b\u200b\u8fdb\u7a0b\u7ba1\u7406\u200b\u200b：Gunicorn+gevent（\u591a\u8fdb\u7a0b+\u534f\u7a0b）\u5145\u5206\u5229\u7528\u591a\u6838CPU<\/li>\n
        • \u200b\u200b\u4f9d\u8d56\u4f18\u5316\u200b\u200b：\u4f7f\u7528C\u6269\u5c55\u5e93（\u5982NumPy\/Pandas\u5e95\u5c42\u7528C\u5b9e\u73b0）\u52a0\u901f\u8ba1\u7b97<\/li>\n
        • \u200b\u200b\u76d1\u63a7\u5de5\u5177\u200b\u200b：Prometheus+Grafana\u76d1\u63a7\u5f02\u6b65\u8bf7\u6c42\u6307\u6807，cProfile\u5206\u6790\u6027\u80fd\u74f6\u9888<\/li>\n<\/ul>\n

          \u200b\u200bJava\u4f18\u5316\u624b\u6bb5\u200b\u200b：<\/p>\n

            \n
          • \u200b\u200bJVM\u8c03\u4f18\u200b\u200b：\u8c03\u6574\u5806\u5185\u5b58\u5927\u5c0f（-Xms\/-Xmx）\u3001\u9009\u62e9\u5783\u573e\u56de\u6536\u5668（G1\/ZGC）<\/li>\n
          • \u200b\u200b\u5e76\u53d1\u6a21\u578b\u200b\u200b：\u865a\u62df\u7ebf\u7a0b（Project Loom）\u964d\u4f4e\u9ad8\u5e76\u53d1\u8d44\u6e90\u6d88\u8017，Reactor\u6a21\u5f0f（WebFlux）\u5904\u7406\u6d41\u5f0f\u8bf7\u6c42<\/li>\n
          • \u200b\u200b\u76d1\u63a7\u4f53\u7cfb\u200b\u200b：JConsole\u5b9e\u65f6\u76d1\u63a7\u3001VisualVM\u6df1\u5ea6\u5206\u6790\u5806\u8f6c\u50a8\u3001Arthas\u52a8\u6001\u8bca\u65ad\u7ebf\u4e0a\u95ee\u9898<\/li>\n
          • \u200b\u200bAPM\u5de5\u5177\u200b\u200b：SkyWalking\u3001Pinpoint\u5b9e\u73b0\u5168\u94fe\u8def\u8ffd\u8e2a<\/li>\n<\/ul>\n

            \u200b\u200b\u6848\u4f8b\u5bf9\u6bd4\u200b\u200b：\u67d0\u7535\u5546\u79d2\u6740\u7cfb\u7edf<\/p>\n

              \n
            • \u200b\u200bPython\u65b9\u6848\u200b\u200b：FastAPI+Redis\u7f13\u5b58+\u5f02\u6b65\u961f\u5217（Celery），\u652f\u63011\u4e07QPS\u4f46\u9700\u591a\u5b9e\u4f8b\u8d1f\u8f7d\u5747\u8861<\/li>\n
            • \u200b\u200bJava\u65b9\u6848\u200b\u200b：Spring WebFlux+Netty+Redis\u96c6\u7fa4，\u5355\u8282\u70b9\u53ef\u5904\u740610\u4e07QPS，JVM\u4f18\u5316\u540e\u5ef6\u8fdf<10ms<\/li>\n<\/ul>\n
              \n

              2. \u8fd0\u7ef4\u590d\u6742\u5ea6\u5bf9\u6bd4<\/h4>\n\n\u200b\u200b\u7ef4\u5ea6\u200b\u200b\u200b\u200bPython\u200b\u200b\u200b\u200bJava\u200b\u200b<\/tr>\n\n\n\n\n\n
              \u200b\u200b\u65e5\u5fd7\u7ba1\u7406\u200b\u200b<\/td>\n\u7075\u6d3b\u4f46\u5206\u6563（\u9700\u81ea\u884c\u96c6\u6210ELK\u6216Sentry）
              \n\u5f02\u6b65\u6846\u67b6\u65e5\u5fd7\u9700\u7279\u6b8a\u914d\u7f6e（\u5982UVicorn\u8bbf\u95ee\u65e5\u5fd7）<\/td>\n              		\u6807\u51c6\u5316\u65e5\u5fd7\u4f53\u7cfb（SLF4J+Logback），\u4e0eELK\u96c6\u6210\u66f4\u987a\u7545<\/td>\n<\/tr>\n
              \u200b\u200b\u4f9d\u8d56\u66f4\u65b0\u200b\u200b<\/td>\npip\u5305\u7248\u672c\u51b2\u7a81\u5e38\u89c1（\u9700\u4e25\u683c\u7ba1\u7406requirements.txt）
              \n\u865a\u62df\u73af\u5883（venv）\u9694\u79bb\u4e0d\u540c\u9879\u76ee\u4f9d\u8d56<\/td>\n              		Maven\/Gradle\u4f9d\u8d56\u7ba1\u7406\u4e25\u683c，\u7248\u672c\u51b2\u7a81\u8f83\u5c11（\u901a\u8fc7BOM\u7edf\u4e00\u7ba1\u7406）<\/td>\n<\/tr>\n
              \u200b\u200b\u70ed\u90e8\u7f72\u200b\u200b<\/td>\n\u901a\u5e38\u9700\u91cd\u542f\u670d\u52a1（\u5f00\u53d1\u9636\u6bb5\u53ef\u7528flask run –reload）
              \n\u751f\u4ea7\u73af\u5883\u5efa\u8bae\u84dd\u7eff\u90e8\u7f72<\/td>\n              		\u652f\u6301\u90e8\u5206\u70ed\u52a0\u8f7d（\u5982Spring DevTools），\u751f\u4ea7\u73af\u5883\u63a8\u8350\u6eda\u52a8\u66f4\u65b0（Kubernetes）<\/td>\n<\/tr>\n
              \u200b\u200b\u957f\u671f\u7ef4\u62a4\u200b\u200b<\/td>\n\u52a8\u6001\u7c7b\u578b\u53ef\u80fd\u5bfc\u81f4\u540e\u671f\u7ef4\u62a4\u6210\u672c\u9ad8（\u9700\u5b8c\u5584\u5355\u5143\u6d4b\u8bd5）
              \n\u9002\u5408\u5feb\u901f\u8fed\u4ee3\u7684\u4e2d\u5c0f\u578b\u9879\u76ee<\/td>\n              		\u5f3a\u7c7b\u578b+\u9759\u6001\u68c0\u67e5（IDEA\/SonarQube）\u964d\u4f4e\u7ef4\u62a4\u98ce\u9669，\u9002\u5408\u5927\u578b\u7cfb\u7edf\u957f\u671f\u6f14\u8fdb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
              \n

              \u4e94\u3001\u4e91\u539f\u751f\u4e0eServerless\u9002\u914d<\/h3>\n

              1. \u4e91\u5e73\u53f0\u652f\u6301\u5bf9\u6bd4<\/h4>\n\n\u200b\u200b\u4e91\u670d\u52a1\u200b\u200b\u200b\u200bPython\u4f18\u52bf\u200b\u200b\u200b\u200bJava\u4f18\u52bf\u200b\u200b<\/tr>\n\n\n\n\n
              \u200b\u200bServerless\u200b\u200b<\/td>\nAWS Lambda\/Python\u51fd\u6570\u51b7\u542f\u52a8\u5feb（<100ms）\u3001\u6267\u884c\u6210\u672c\u4f4e（\u6309\u6beb\u79d2\u8ba1\u8d39）
              \n\u9002\u5408\u4e8b\u4ef6\u9a71\u52a8\u578b\u4efb\u52a1（\u5982\u6587\u4ef6\u5904\u7406）<\/td>\n              		AWS Lambda\/Java\u51fd\u6570\u9700\u4f18\u5316\u542f\u52a8\u65f6\u95f4（\u53ef\u901a\u8fc7GraalVM\u539f\u751f\u955c\u50cf\u51cf\u5c11\u81f31-2\u79d2）
              \n\u9002\u5408\u8ba1\u7b97\u5bc6\u96c6\u578b\u4efb\u52a1<\/td>\n<\/tr>\n
              \u200b\u200b\u5bb9\u5668\u5316\u200b\u200b<\/td>\nDocker\u955c\u50cf\u8f7b\u91cf（\u57fa\u4e8epython:slim）\u3001Kubernetes\u8d44\u6e90\u5360\u7528\u5c11<\/td>\n\u955c\u50cf\u4f53\u79ef\u8f83\u5927\u4f46JVM\u4f18\u5316\u6210\u719f（Quarkus\u6846\u67b6\u542f\u52a8\u65f6\u95f4\u7f29\u77ed90%）
              \n\u9002\u5408\u6709\u72b6\u6001\u670d\u52a1<\/td>\n<\/tr>\n
              \u200b\u200b\u5fae\u670d\u52a1\u200b\u200b<\/td>\nFastAPI+gRPC\u8f7b\u91cf\u7ea7\u901a\u4fe1
              \n\u9002\u5408\u5feb\u901f\u6784\u5efa\u72ec\u7acbAPI\u670d\u52a1<\/td>\n              		Spring Cloud\u5168\u5bb6\u6876（\u670d\u52a1\u53d1\u73b0\/\u914d\u7f6e\u4e2d\u5fc3\/\u7194\u65ad\u5668）
              \n\u9002\u5408\u590d\u6742\u5fae\u670d\u52a1\u6cbb\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

              \u200b\u200b\u8d8b\u52bf\u200b\u200b：Python\u5728Serverless\u548c\u8f7b\u91cf\u7ea7\u5bb9\u5668\u5316\u573a\u666f\u66f4\u7ecf\u6d4e；Java\u5728\u9700\u8981\u957f\u671f\u8fd0\u884c\u7684\u6709\u72b6\u6001\u5fae\u670d\u52a1\u4e2d\u66f4\u53ef\u9760\u3002<\/p>\n

              \n

              \u516d\u3001\u603b\u7ed3：\u5982\u4f55\u6839\u636e\u90e8\u7f72\u4e0e\u5e94\u7528\u9700\u6c42\u9009\u62e9？<\/h3>\n

              1. \u200b\u200b\u4f18\u5148\u9009\u62e9Python\u7684\u573a\u666f\u200b\u200b<\/h4>\n
                \n
              • \u9700\u8981\u200b\u200b\u5feb\u901f\u90e8\u7f72\u539f\u578b\u200b\u200b（3\u5929\u5185\u4e0a\u7ebfMVP）<\/li>\n
              • \u200b\u200bIO\u5bc6\u96c6\u578b\u5e94\u7528\u200b\u200b（API\u670d\u52a1\u3001\u722c\u866b\u3001\u81ea\u52a8\u5316\u811a\u672c）<\/li>\n
              • \u200b\u200b\u6570\u636e\u79d1\u5b66\/AI\u96c6\u6210\u200b\u200b（\u76f4\u63a5\u90e8\u7f72\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u670d\u52a1）<\/li>\n
              • \u200b\u200bServerless\/\u8f7b\u91cf\u7ea7\u5bb9\u5668\u5316\u200b\u200b（\u6210\u672c\u654f\u611f\u578b\u9879\u76ee）<\/li>\n<\/ul>\n

                2. \u200b\u200b\u4f18\u5148\u9009\u62e9Java\u7684\u573a\u666f\u200b\u200b<\/h4>\n
                  \n
                • \u200b\u200b\u9ad8\u5e76\u53d1\u4f01\u4e1a\u7ea7\u5e94\u7528\u200b\u200b（\u7535\u5546\u4ea4\u6613\u3001\u91d1\u878d\u652f\u4ed8）<\/li>\n
                • \u200b\u200b\u957f\u671f\u7ef4\u62a4\u7684\u5927\u578b\u7cfb\u7edf\u200b\u200b（\u5f3a\u7c7b\u578b\u4fdd\u969c\u4ee3\u7801\u7a33\u5b9a\u6027）<\/li>\n
                • \u200b\u200b\u5927\u6570\u636e\u5904\u7406\/\u5206\u5e03\u5f0f\u8ba1\u7b97\u200b\u200b（\u4e0eHadoop\/Spark\u751f\u6001\u6df1\u5ea6\u96c6\u6210）<\/li>\n
                • \u200b\u200b\u9700\u8981JVM\u4f18\u5316\u7684\u6027\u80fd\u654f\u611f\u573a\u666f\u200b\u200b（\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u541e\u5410）<\/li>\n<\/ul>\n

                  3. \u200b\u200b\u6df7\u5408\u67b6\u6784\u5efa\u8bae\u200b\u200b<\/h4>\n

                  \u5728\u5b9e\u9645\u751f\u4ea7\u4e2d，\u4e24\u8005\u5e38\u200b\u200b\u4e92\u8865\u4f7f\u7528\u200b\u200b：<\/p>\n

                    \n
                  • \u200b\u200b\u524d\u7aef\/\u6570\u636e\u5904\u7406\u5c42\u200b\u200b：Python（FastAPI\u63d0\u4f9bAI\u63a5\u53e3\u3001Pandas\u6e05\u6d17\u6570\u636e）<\/li>\n
                  • \u200b\u200b\u4e1a\u52a1\u903b\u8f91\u5c42\u200b\u200b：Java（Spring Boot\u5904\u7406\u8ba2\u5355\u3001\u652f\u4ed8\u7b49\u6838\u5fc3\u4e8b\u52a1）<\/li>\n
                  • \u200b\u200b\u57fa\u7840\u8bbe\u65bd\u200b\u200b：Kubernetes\u7edf\u4e00\u7f16\u6392，Prometheus\u5168\u94fe\u8def\u76d1\u63a7<\/li>\n<\/ul>\n

                    \u200b\u200b\u6700\u7ec8\u51b3\u7b56\u5e94\u57fa\u4e8e\u200b\u200b：\u9879\u76ee\u89c4\u6a21\u3001\u56e2\u961f\u6280\u80fd\u3001\u6027\u80fd\u9700\u6c42\u3001\u8fd0\u7ef4\u6210\u672c\u548c\u957f\u671f\u6f14\u8fdb\u8def\u7ebf\u3002\u7406\u89e3\u90e8\u7f72\u4e0e\u5e94\u7528\u7684\u672c\u8d28\u5dee\u5f02，\u624d\u80fd\u505a\u51fa\u771f\u6b63\u9002\u5408\u4e1a\u52a1\u9700\u6c42\u7684\u6280\u672f\u9009\u62e9\u3002<\/p>\n

                    \"\"<\/p>\n","protected":false},"excerpt":{"rendered":"

                    \u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb910\u6b21\uff0c\u70b9\u8d5e23\u6b21\uff0c\u6536\u85cf16\u6b21\u3002\u200b\u4f18\u5148\u9009\u62e9Python\u7684\u573a\u666f\u200b\u3002<\/p>\n","protected":false},"author":2,"featured_media":55903,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[99,81,190],"topic":[],"class_list":["post-55904","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-java","tag-python","tag-190"],"yoast_head":"\nPython\u4e0eJava\u7684\u533a\u522b\u6559\u7a0b\uff1a\u4ece\u90e8\u7f72\u4e0e\u5e94\u7528\u89d2\u5ea6\u6df1\u5ea6\u89e3\u6790 - \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\/55904.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python\u4e0eJava\u7684\u533a\u522b\u6559\u7a0b\uff1a\u4ece\u90e8\u7f72\u4e0e\u5e94\u7528\u89d2\u5ea6\u6df1\u5ea6\u89e3\u6790 - 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