执行 Python、JavaScript 和 TypeScript 代码,支持数据可视化、表格和丰富输出格式。上下文会在多次执行之间保持状态(变量、导入、函数)。
创建用于运行代码的持久执行上下文。
const context = await sandbox.createCodeContext(options?: CreateContextOptions): Promise<CodeContext>参数:
options(可选):language-"python" | "javascript" | "typescript"(默认:"python")cwd- 工作目录(默认:"/workspace")envVars- 环境变量timeout- 请求超时(毫秒,默认:30000)
返回:带有 id、language、cwd、createdAt、lastUsed 的 Promise<CodeContext>
const ctx = await sandbox.createCodeContext({
language: "python",
envVars: { API_KEY: env.API_KEY },
});const ctx = await sandbox.createCodeContext({
language: 'python',
envVars: { API_KEY: env.API_KEY }
});在上下文中执行代码并返回完整结果。
const result = await sandbox.runCode(code: string, options?: RunCodeOptions): Promise<ExecutionResult>参数:
code- 要执行的代码(必需)options(可选):context- 运行所用的上下文(推荐,见下文)language-"python" | "javascript" | "typescript"(默认:"python")timeout- 执行超时(毫秒,默认:60000)onStdout、onStderr、onResult、onError- 流式回调
返回:带有以下字段的 Promise<ExecutionResult>:
code- 已执行的代码logs-stdout和stderr数组results- 丰富输出数组(参见富输出格式)error- 执行错误(如有)executionCount- 执行计数器
推荐用法 - 显式创建上下文:
const ctx = await sandbox.createCodeContext({ language: "python" });
await sandbox.runCode("import math; radius = 5", { context: ctx });
const result = await sandbox.runCode("math.pi * radius ** 2", { context: ctx });
console.log(result.results[0].text); // "78.53981633974483"const ctx = await sandbox.createCodeContext({ language: 'python' });
await sandbox.runCode('import math; radius = 5', { context: ctx });
const result = await sandbox.runCode('math.pi * radius ** 2', { context: ctx });
console.log(result.results[0].text); // "78.53981633974483"错误处理:
const result = await sandbox.runCode("x = 1 / 0", { language: "python" });
if (result.error) {
console.error(result.error.name); // "ZeroDivisionError"
console.error(result.error.value); // "division by zero"
console.error(result.error.traceback); // Stack trace array
}const result = await sandbox.runCode('x = 1 / 0', { language: 'python' });
if (result.error) {
console.error(result.error.name); // "ZeroDivisionError"
console.error(result.error.value); // "division by zero"
console.error(result.error.traceback); // Stack trace array
}JavaScript 和 TypeScript 特性:
JavaScript 和 TypeScript 代码执行支持顶层 await,以及同一上下文中多次执行之间的持久变量。
const ctx = await sandbox.createCodeContext({ language: "javascript" });
// Execution 1: Fetch data with top-level await
await sandbox.runCode(
`
const response = await fetch('https://api.example.com/data');
const data = await response.json();
`,
{ context: ctx },
);
// Execution 2: Use the data from previous execution
const result = await sandbox.runCode("console.log(data)", { context: ctx });
console.log(result.logs.stdout); // Data persists across executionsconst ctx = await sandbox.createCodeContext({ language: 'javascript' });
// Execution 1: Fetch data with top-level await
await sandbox.runCode(`
const response = await fetch('https://api.example.com/data');
const data = await response.json();
`, { context: ctx });
// Execution 2: Use the data from previous execution
const result = await sandbox.runCode('console.log(data)', { context: ctx });
console.log(result.logs.stdout); // Data persists across executions使用 const、let 或 var 声明的变量会在多次执行之间保留,从而支持多步骤工作流:
const ctx = await sandbox.createCodeContext({ language: "javascript" });
await sandbox.runCode("const x = 10", { context: ctx });
await sandbox.runCode("let y = 20", { context: ctx });
const result = await sandbox.runCode("x + y", { context: ctx });
console.log(result.results[0].text); // "30"const ctx = await sandbox.createCodeContext({ language: 'javascript' });
await sandbox.runCode('const x = 10', { context: ctx });
await sandbox.runCode('let y = 20', { context: ctx });
const result = await sandbox.runCode('x + y', { context: ctx });
console.log(result.results[0].text); // "30"列出所有活动的代码执行上下文。
const contexts = await sandbox.listCodeContexts(): Promise<CodeContext[]>const contexts = await sandbox.listCodeContexts();
console.log(`Found ${contexts.length} contexts`);const contexts = await sandbox.listCodeContexts();
console.log(`Found ${contexts.length} contexts`);删除代码执行上下文并释放其资源。
await sandbox.deleteCodeContext(contextId: string): Promise<void>const ctx = await sandbox.createCodeContext({ language: "python" });
await sandbox.runCode('print("Hello")', { context: ctx });
await sandbox.deleteCodeContext(ctx.id);const ctx = await sandbox.createCodeContext({ language: 'python' });
await sandbox.runCode('print("Hello")', { context: ctx });
await sandbox.deleteCodeContext(ctx.id);结果包括:text、html、png、jpeg、svg、latex、markdown、json、chart、data
图表(matplotlib):
const result = await sandbox.runCode(
`
import matplotlib.pyplot as plt
import numpy as np
x = np.linspace(0, 10, 100)
plt.plot(x, np.sin(x))
plt.show()
`,
{ language: "python" },
);
if (result.results[0]?.png) {
const imageBuffer = Buffer.from(result.results[0].png, "base64");
return new Response(imageBuffer, {
headers: { "Content-Type": "image/png" },
});
}const result = await sandbox.runCode(`
import matplotlib.pyplot as plt
import numpy as np
x = np.linspace(0, 10, 100)
plt.plot(x, np.sin(x))
plt.show()
`, { language: 'python' });
if (result.results[0]?.png) {
const imageBuffer = Buffer.from(result.results[0].png, 'base64');
return new Response(imageBuffer, {
headers: { 'Content-Type': 'image/png' }
});
}表格(pandas):
const result = await sandbox.runCode(
`
import pandas as pd
df = pd.DataFrame({'Name': ['Alice', 'Bob'], 'Age': [25, 30]})
df
`,
{ language: "python" },
);
if (result.results[0]?.html) {
return new Response(result.results[0].html, {
headers: { "Content-Type": "text/html" },
});
}const result = await sandbox.runCode(`
import pandas as pd
df = pd.DataFrame({'Name': ['Alice', 'Bob'], 'Age': [25, 30]})
df
`, { language: 'python' });
if (result.results[0]?.html) {
return new Response(result.results[0].html, {
headers: { 'Content-Type': 'text/html' }
});
}- 构建 AI 代码执行器 - 完整教程
- Commands API - 更底层的命令执行
- Files API - 文件操作