{"id":1159454,"date":"2025-01-13T18:53:03","date_gmt":"2025-01-13T10:53:03","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1159454.html"},"modified":"2025-01-13T18:53:20","modified_gmt":"2025-01-13T10:53:20","slug":"js%e4%b8%ad%e5%a6%82%e4%bd%95%e8%b0%83%e7%94%a8python%e4%bb%a3%e7%a0%81","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1159454.html","title":{"rendered":"js\u4e2d\u5982\u4f55\u8c03\u7528python\u4ee3\u7801"},"content":{"rendered":"

\"js\u4e2d\u5982\u4f55\u8c03\u7528python\u4ee3\u7801\"<\/p>\n

\u5728JavaScript\u4e2d\u8c03\u7528Python\u4ee3\u7801\u7684\u65b9\u5f0f\u6709\u5f88\u591a\u79cd\uff0c\u5176\u4e2d\u5305\u62ec\u901a\u8fc7HTTP\u8bf7\u6c42\u3001\u4f7f\u7528WebSocket\u3001\u8c03\u7528Python\u5b50\u8fdb\u7a0b\u3001\u4f7f\u7528Jupyter Notebook\u548cPython\u7684Web\u6846\u67b6<\/strong>\u3002\u5176\u4e2d\uff0c\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u4e4b\u4e00\u662f\u901a\u8fc7HTTP\u8bf7\u6c42\u8c03\u7528Python\u7684Web\u670d\u52a1\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0cJavaScript\u53ef\u4ee5\u53d1\u9001HTTP\u8bf7\u6c42\u5230\u4e00\u4e2a\u8fd0\u884cPython\u4ee3\u7801\u7684\u670d\u52a1\u5668\uff0c\u7136\u540e\u63a5\u6536\u670d\u52a1\u5668\u7684\u54cd\u5e94\u3002\u4e0b\u9762\u6211\u4eec\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u79cd\u65b9\u6cd5\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u901a\u8fc7HTTP\u8bf7\u6c42<\/h3>\n<\/p>\n

\u901a\u8fc7HTTP\u8bf7\u6c42\u8c03\u7528Python\u4ee3\u7801\u7684\u6b65\u9aa4\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u90e8\u5206\uff1a\u8bbe\u7f6ePython\u670d\u52a1\u5668\u3001\u5728\u670d\u52a1\u5668\u7aef\u5904\u7406\u8bf7\u6c42\u3001\u5728\u5ba2\u6237\u7aef\u53d1\u9001\u8bf7\u6c42\u3002<\/p>\n<\/p>\n

\u8bbe\u7f6ePython\u670d\u52a1\u5668<\/h4>\n<\/p>\n

\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u8bbe\u7f6e\u4e00\u4e2aPython\u670d\u52a1\u5668\u6765\u63a5\u6536HTTP\u8bf7\u6c42\u5e76\u6267\u884c\u76f8\u5e94\u7684Python\u4ee3\u7801\u3002Flask\u662f\u4e00\u4e2a\u975e\u5e38\u9002\u5408\u8fd9\u79cd\u4efb\u52a1\u7684\u8f7b\u91cf\u7ea7Web\u6846\u67b6\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n

from flask import Flask, request, jsonify<\/p>\n
app = Flask(__name__)<\/p>\n
@app.route('\/run_python', methods=['POST'])<\/p>\n
def run_python():<\/p>\n
    data = request.get_json()<\/p>\n
    result = execute_python_code(data['code'])<\/p>\n
    return jsonify(result)<\/p>\n
def execute_python_code(code):<\/p>\n
    # \u5047\u8bbe\u6b64\u5904\u6267\u884c\u4e86\u67d0\u4e9bPython\u4ee3\u7801\u5e76\u8fd4\u56de\u7ed3\u679c<\/p>\n
    return {'result': eval(code)}<\/p>\n
if __name__ == '__mAI<\/a>n__':<\/p>\n
    app.run(port=5000)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u7b80\u5355\u7684Flask\u5e94\u7528\uff0c\u8be5\u5e94\u7528\u5728\u63a5\u6536\u5230POST\u8bf7\u6c42\u65f6\u8fd0\u884cPython\u4ee3\u7801\uff0c\u5e76\u5c06\u7ed3\u679c\u8fd4\u56de\u7ed9\u5ba2\u6237\u7aef\u3002execute_python_code<\/code>\u51fd\u6570\u662f\u4e00\u4e2a\u793a\u4f8b\u51fd\u6570\uff0c\u5b9e\u9645\u7684\u5b9e\u73b0\u53ef\u80fd\u4f1a\u66f4\u52a0\u590d\u6742\u3002<\/p>\n<\/p>\n
\u5728\u5ba2\u6237\u7aef\u53d1\u9001\u8bf7\u6c42<\/h4>\n<\/p>\n
\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u9700\u8981\u5728JavaScript\u4ee3\u7801\u4e2d\u53d1\u9001\u4e00\u4e2aHTTP\u8bf7\u6c42\u5230\u6211\u4eec\u7684Python\u670d\u52a1\u5668\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528fetch<\/code> API\u6765\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\uff1a<\/p>\n<\/p>\n
const codeToSend = "2 + 2";<\/p>\n
fetch('http:\/\/localhost:5000\/run_python', {<\/p>\n
    method: 'POST',<\/p>\n
    headers: {<\/p>\n
        'Content-Type': 'application\/json'<\/p>\n
    },<\/p>\n
    body: JSON.stringify({ code: codeToSend })<\/p>\n
})<\/p>\n
.then(response => response.json())<\/p>\n
.then(data => {<\/p>\n
    console.log('Result:', data.result);<\/p>\n
})<\/p>\n
.catch((error) => {<\/p>\n
    console.error('Error:', error);<\/p>\n
});<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0cJavaScript\u4ee3\u7801\u53d1\u9001\u4e86\u4e00\u4e2aPOST\u8bf7\u6c42\u5230Python\u670d\u52a1\u5668\uff0c\u5e76\u5c06\u8981\u6267\u884c\u7684Python\u4ee3\u7801\u4f5c\u4e3a\u8bf7\u6c42\u4f53\u53d1\u9001\u3002\u670d\u52a1\u5668\u8fd4\u56de\u7684\u7ed3\u679c\u5c06\u88ab\u89e3\u6790\u4e3aJSON\uff0c\u5e76\u5728\u63a7\u5236\u53f0\u8f93\u51fa\u3002<\/p>\n<\/p>\n
\u4e8c\u3001\u4f7f\u7528WebSocket<\/h3>\n<\/p>\n
WebSocket\u662f\u4e00\u79cd\u5728\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u4e4b\u95f4\u63d0\u4f9b\u53cc\u5411\u901a\u4fe1\u7684\u534f\u8bae\u3002\u5b83\u6bd4HTTP\u8bf7\u6c42\u66f4\u9002\u5408\u5b9e\u65f6\u901a\u4fe1\u548c\u9891\u7e41\u7684\u6570\u636e\u4ea4\u6362\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u4f7f\u7528WebSocket\u8c03\u7528Python\u4ee3\u7801\u7684\u793a\u4f8b\u3002<\/p>\n<\/p>\n
\u8bbe\u7f6ePython WebSocket\u670d\u52a1\u5668<\/h4>\n<\/p>\n
\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528websockets<\/code>\u5e93\u6765\u521b\u5efa\u4e00\u4e2aPython WebSocket\u670d\u52a1\u5668\uff1a<\/p>\n<\/p>\n
import asyncio<\/p>\n
import websockets<\/p>\n
import json<\/p>\n
async def run_python(websocket, path):<\/p>\n
    async for message in websocket:<\/p>\n
        data = json.loads(message)<\/p>\n
        code = data['code']<\/p>\n
        result = execute_python_code(code)<\/p>\n
        await websocket.send(json.dumps({'result': result}))<\/p>\n
def execute_python_code(code):<\/p>\n
    return eval(code)<\/p>\n
start_server = websockets.serve(run_python, "localhost", 8765)<\/p>\n
asyncio.get_event_loop().run_until_complete(start_server)<\/p>\n
asyncio.get_event_loop().run_forever()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u5ba2\u6237\u7aef\u4f7f\u7528WebSocket<\/h4>\n<\/p>\n
\u5728JavaScript\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528WebSocket<\/code> API\u6765\u4e0ePython\u670d\u52a1\u5668\u901a\u4fe1\uff1a<\/p>\n<\/p>\n
const codeToSend = "2 + 2";<\/p>\n
const socket = new WebSocket('ws:\/\/localhost:8765');<\/p>\n
socket.onopen = function(event) {<\/p>\n
    socket.send(JSON.stringify({ code: codeToSend }));<\/p>\n
};<\/p>\n
socket.onmessage = function(event) {<\/p>\n
    const data = JSON.parse(event.data);<\/p>\n
    console.log('Result:', data.result);<\/p>\n
};<\/p>\n
socket.onerror = function(error) {<\/p>\n
    console.error('WebSocket Error:', error);<\/p>\n
};<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e09\u3001\u8c03\u7528Python\u5b50\u8fdb\u7a0b<\/h3>\n<\/p>\n
\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u53ef\u80fd\u9700\u8981\u5728JavaScript\u4e2d\u76f4\u63a5\u8c03\u7528Python\u811a\u672c\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528Node.js\u7684child_process<\/code>\u6a21\u5757\u6765\u5b9e\u73b0\u3002<\/p>\n<\/p>\n
\u7f16\u5199Python\u811a\u672c<\/h4>\n<\/p>\n
\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u4e00\u4e2aPython\u811a\u672c\uff0c\u6bd4\u5982script.py<\/code>\uff1a<\/p>\n<\/p>\n
import sys<\/p>\n
import json<\/p>\n
def execute_python_code(code):<\/p>\n
    return eval(code)<\/p>\n
if __name__ == '__main__':<\/p>\n
    data = json.loads(sys.stdin.read())<\/p>\n
    code = data['code']<\/p>\n
    result = execute_python_code(code)<\/p>\n
    print(json.dumps({'result': result}))<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728JavaScript\u4e2d\u8c03\u7528Python\u811a\u672c<\/h4>\n<\/p>\n
\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528child_process<\/code>\u6a21\u5757\u5728Node.js\u4e2d\u8c03\u7528\u8fd9\u4e2aPython\u811a\u672c\uff1a<\/p>\n<\/p>\n
const { spawn } = require('child_process');<\/p>\n
const pythonProcess = spawn('python', ['script.py']);<\/p>\n
pythonProcess.stdin.write(JSON.stringify({ code: '2 + 2' }));<\/p>\n
pythonProcess.stdin.end();<\/p>\n
pythonProcess.stdout.on('data', (data) => {<\/p>\n
    const result = JSON.parse(data.toString());<\/p>\n
    console.log('Result:', result.result);<\/p>\n
});<\/p>\n
pythonProcess.stderr.on('data', (data) => {<\/p>\n
    console.error('Error:', data.toString());<\/p>\n
});<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u56db\u3001\u4f7f\u7528Jupyter Notebook<\/h3>\n<\/p>\n
Jupyter Notebook\u662f\u4e00\u79cd\u4ea4\u4e92\u5f0f\u8ba1\u7b97\u73af\u5883\uff0c\u5141\u8bb8\u7528\u6237\u5728\u5176\u4e2d\u521b\u5efa\u548c\u5171\u4eab\u5305\u542b\u4ee3\u7801\u3001\u65b9\u7a0b\u3001\u53ef\u89c6\u5316\u548c\u6587\u672c\u7684\u6587\u6863\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528Jupyter Notebook\u4e2d\u7684ipywidgets<\/code>\u5e93\u6765\u521b\u5efa\u4e0eJavaScript\u4ea4\u4e92\u7684\u5c0f\u90e8\u4ef6\u3002<\/p>\n<\/p>\n
\u7f16\u5199Jupyter Notebook<\/h4>\n<\/p>\n
\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528ipywidgets<\/code>\u521b\u5efa\u4ea4\u4e92\u5f0f\u5c0f\u90e8\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
import ipywidgets as widgets<\/p>\n
from IPython.display import display, Javascript<\/p>\n
code_input = widgets.Textarea(<\/p>\n
    value='2 + 2',<\/p>\n
    placeholder='Type Python code here',<\/p>\n
    description='Code:',<\/p>\n
    disabled=False<\/p>\n
)<\/p>\n
output = widgets.Output()<\/p>\n
def execute_code(b):<\/p>\n
    with output:<\/p>\n
        output.clear_output()<\/p>\n
        result = eval(code_input.value)<\/p>\n
        print('Result:', result)<\/p>\n
button = widgets.Button(description='Run')<\/p>\n
button.on_click(execute_code)<\/p>\n
display(code_input, button, output)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728JavaScript\u4e2d\u4e0eJupyter Notebook\u4ea4\u4e92<\/h4>\n<\/p>\n
\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5728Jupyter Notebook\u4e2d\u5d4c\u5165JavaScript\u4ee3\u7801\u6765\u4e0e\u5c0f\u90e8\u4ef6\u8fdb\u884c\u4ea4\u4e92\uff1a<\/p>\n<\/p>\n
%%javascript<\/p>\n
require(["base\/js\/namespace"], function(Jupyter) {<\/p>\n
    var code_input = Jupyter.notebook.get_cells().find(cell => cell.cell_type === 'code').input[0];<\/p>\n
    code_input.value = '2 + 2';<\/p>\n
});<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e94\u3001\u4f7f\u7528Python\u7684Web\u6846\u67b6<\/h3>\n<\/p>\n
\u9664\u4e86Flask\uff0c\u8fd8\u6709\u8bb8\u591a\u5176\u4ed6\u9002\u5408\u5904\u7406HTTP\u8bf7\u6c42\u7684Python Web\u6846\u67b6\uff0c\u4f8b\u5982Django\u3001FastAPI\u7b49\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528FastAPI\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
\u8bbe\u7f6eFastAPI\u670d\u52a1\u5668<\/h4>\n<\/p>\n
from fastapi import FastAPI<\/p>\n
from pydantic import BaseModel<\/p>\n
app = FastAPI()<\/p>\n
class CodeRequest(BaseModel):<\/p>\n
    code: str<\/p>\n
@app.post('\/run_python')<\/p>\n
def run_python(request: CodeRequest):<\/p>\n
    result = execute_python_code(request.code)<\/p>\n
    return {'result': result}<\/p>\n
def execute_python_code(code):<\/p>\n
    return eval(code)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u5ba2\u6237\u7aef\u53d1\u9001\u8bf7\u6c42<\/h4>\n<\/p>\n
\u4e0eFlask\u7684\u793a\u4f8b\u7c7b\u4f3c\uff0c\u6211\u4eec\u53ef\u4ee5\u5728JavaScript\u4e2d\u4f7f\u7528fetch<\/code> API\u6765\u53d1\u9001HTTP\u8bf7\u6c42\uff1a<\/p>\n<\/p>\n
const codeToSend = "2 + 2";<\/p>\n
fetch('http:\/\/localhost:8000\/run_python', {<\/p>\n
    method: 'POST',<\/p>\n
    headers: {<\/p>\n
        'Content-Type': 'application\/json'<\/p>\n
    },<\/p>\n
    body: JSON.stringify({ code: codeToSend })<\/p>\n
})<\/p>\n
.then(response => response.json())<\/p>\n
.then(data => {<\/p>\n
    console.log('Result:', data.result);<\/p>\n
})<\/p>\n
.catch((error) => {<\/p>\n
    console.error('Error:', error);<\/p>\n
});<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u603b\u7ed3<\/h3>\n<\/p>\n
\u901a\u8fc7\u672c\u6587\u7684\u4ecb\u7ecd\uff0c\u6211\u4eec\u4e86\u89e3\u4e86\u5728JavaScript\u4e2d\u8c03\u7528Python\u4ee3\u7801\u7684\u591a\u79cd\u65b9\u6cd5\uff0c\u5305\u62ec\u901a\u8fc7HTTP\u8bf7\u6c42\u3001\u4f7f\u7528WebSocket\u3001\u8c03\u7528Python\u5b50\u8fdb\u7a0b\u3001\u4f7f\u7528Jupyter Notebook\u548cPython\u7684Web\u6846\u67b6<\/strong>\u3002\u8fd9\u4e9b\u65b9\u6cd5\u5404\u6709\u4f18\u7f3a\u70b9\uff0c\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u573a\u666f\u3002\u901a\u8fc7HTTP\u8bf7\u6c42\u8c03\u7528Python\u7684Web\u670d\u52a1\u662f\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u4e4b\u4e00\uff0c\u9002\u5408\u5927\u591a\u6570\u573a\u666f\u3002\u5e0c\u671b\u8fd9\u4e9b\u5185\u5bb9\u5bf9\u4f60\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
 \u5728JavaScript\u4e2d\u5982\u4f55\u8c03\u7528Python\u4ee3\u7801\uff1f<\/strong>
\u8981\u5728JavaScript\u4e2d\u8c03\u7528Python\u4ee3\u7801\uff0c\u901a\u5e38\u9700\u8981\u901a\u8fc7\u4e00\u4e2a\u540e\u7aef\u670d\u52a1\u6765\u5b9e\u73b0\u3002\u53ef\u4ee5\u4f7f\u7528Flask\u6216Django\u7b49\u6846\u67b6\u521b\u5efa\u4e00\u4e2aAPI\uff0c\u7136\u540e\u5728JavaScript\u4e2d\u4f7f\u7528fetch\u6216XMLHttpRequest\u53d1\u9001\u8bf7\u6c42\u3002\u8fd9\u79cd\u65b9\u5f0f\u53ef\u4ee5\u5b9e\u73b0\u524d\u540e\u7aef\u7684\u5206\u79bb\uff0c\u65b9\u4fbf\u8fdb\u884c\u6570\u636e\u4ea4\u4e92\u3002<\/p>\n
\u662f\u5426\u53ef\u4ee5\u901a\u8fc7Node.js\u76f4\u63a5\u8fd0\u884cPython\u4ee3\u7801\uff1f<\/strong>
\u662f\u7684\uff0cNode.js\u53ef\u4ee5\u901a\u8fc7child_process\u6a21\u5757\u6765\u76f4\u63a5\u8c03\u7528Python\u811a\u672c\u3002\u4f7f\u7528spawn\u6216exec\u65b9\u6cd5\u53ef\u4ee5\u5728Node.js\u4e2d\u8fd0\u884cPython\u4ee3\u7801\u5e76\u83b7\u53d6\u8f93\u51fa\u3002\u8fd9\u79cd\u65b9\u6cd5\u9002\u5408\u4e8e\u9700\u8981\u5b9e\u65f6\u5904\u7406Python\u811a\u672c\u8f93\u51fa\u7684\u573a\u666f\u3002<\/p>\n
JavaScript\u548cPython\u4e4b\u95f4\u7684\u6570\u636e\u4f20\u9012\u662f\u5982\u4f55\u5b9e\u73b0\u7684\uff1f<\/strong>
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