Code Execution

This example demonstrates various ways to execute code in Daytona sandboxes, from simple commands to stateful code interpretation.

What You’ll Learn

Running code directly with code_run()
Executing OS commands with exec()
Using execution sessions for stateful operations
Streaming command output asynchronously
Using the stateful code interpreter
Context isolation and management
Timeout handling

Complete Example

Python
TypeScript
Go

from daytona import (
    CreateSandboxFromImageParams,
    Daytona,
    DaytonaTimeoutError,
    ExecutionError,
    OutputMessage,
    Resources,
    Sandbox,
)


def main():
    daytona = Daytona()

    params = CreateSandboxFromImageParams(
        image="python:3.9.23-slim",
        language="python",
        resources=Resources(
            cpu=1,
            memory=1,
            disk=3,
        ),
    )
    sandbox = daytona.create(params, timeout=150, on_snapshot_create_logs=print)

    # Run the code securely inside the sandbox
    response = sandbox.process.code_run('print("Hello World!")')
    if response.exit_code != 0:
        print(f"Error: {response.exit_code} {response.result}")
    else:
        print(response.result)

    # Execute an os command in the sandbox
    response = sandbox.process.exec('echo "Hello World from exec!"', timeout=10)
    if response.exit_code != 0:
        print(f"Error: {response.exit_code} {response.result}")
    else:
        print(response.result)

    stateful_code_interpreter(sandbox)

    daytona.delete(sandbox)


def stateful_code_interpreter(sandbox: Sandbox):
    def handle_stdout(message: OutputMessage):
        print(f"[STDOUT] {message.output}")

    def handle_stderr(message: OutputMessage):
        print(f"[STDERR] {message.output}")

    def handle_error(error: ExecutionError):
        print(f"[ERROR] {error.name}: {error.value}\n{error.traceback}")

    print("\n" + "=" * 60)
    print("Stateful Code Interpreter")
    print("=" * 60)

    print("=" * 10 + " Statefulness in the default context " + "=" * 10)
    result = sandbox.code_interpreter.run_code("counter = 1\nprint(f'Initialized counter = {counter}')")
    print(f"[STDOUT] {result.stdout}")

    result = sandbox.code_interpreter.run_code(
        "counter += 1\nprint(f'Counter after second call = {counter}')",
        on_stdout=handle_stdout,
        on_stderr=handle_stderr,
        on_error=handle_error,
    )

    print("=" * 10 + " Context isolation " + "=" * 10)
    ctx = sandbox.code_interpreter.create_context()
    try:
        ctx_result = sandbox.code_interpreter.run_code(
            "value = 'stored in isolated context'\nprint(f'Isolated context value: {value}')",
            context=ctx,
            on_stdout=handle_stdout,
            on_stderr=handle_stderr,
            on_error=handle_error,
        )

        print("-" * 3 + " Print value from same context " + "-" * 3)
        ctx_result = sandbox.code_interpreter.run_code(
            "print(f'Value still available: {value}')",
            context=ctx,
        )
        print(f"[STDOUT] {ctx_result.stdout}")

        print("-" * 3 + " Print value from different context " + "-" * 3)
        _ = sandbox.code_interpreter.run_code(
            "print(value)",
            on_stdout=handle_stdout,
            on_stderr=handle_stderr,
            on_error=handle_error,
        )
    finally:
        sandbox.code_interpreter.delete_context(ctx)

    print("=" * 10 + " Timeout handling " + "=" * 10)
    try:
        code = """
import time
print('Starting long running task...')
time.sleep(5)
print('Finished!')
"""
        _ = sandbox.code_interpreter.run_code(
            code,
            timeout=1,
            on_stdout=handle_stdout,
            on_stderr=handle_stderr,
            on_error=handle_error,
        )
    except DaytonaTimeoutError as exc:
        print(f"Timed out as expected: {exc}")


if __name__ == "__main__":
    main()

import { Daytona, Sandbox, Image, DaytonaTimeoutError, ExecutionError, OutputMessage } from '@daytonaio/sdk'

async function basicExec(sandbox: Sandbox) {
  //  run some typescript code directly
  const codeResult = await sandbox.process.codeRun('console.log("Hello World from code!")')
  if (codeResult.exitCode !== 0) {
    console.error('Error running code:', codeResult.exitCode)
  } else {
    console.log(codeResult.result)
  }

  //  run os command
  const cmdResult = await sandbox.process.executeCommand('echo "Hello World from CMD!"')
  if (cmdResult.exitCode !== 0) {
    console.error('Error running code:', cmdResult.exitCode)
  } else {
    console.log(cmdResult.result)
  }
}

async function sessionExec(sandbox: Sandbox) {
  //  exec session
  //  session allows for multiple commands to be executed in the same context
  await sandbox.process.createSession('exec-session-1')

  //  get the session details any time
  const session = await sandbox.process.getSession('exec-session-1')
  console.log('session: ', session)

  //  execute a first command in the session
  const command = await sandbox.process.executeSessionCommand('exec-session-1', {
    command: 'export FOO=BAR',
  })

  //  get the session details again to see the command has been executed
  const sessionUpdated = await sandbox.process.getSession('exec-session-1')
  console.log('sessionUpdated: ', sessionUpdated)

  //  get the command details
  const sessionCommand = await sandbox.process.getSessionCommand('exec-session-1', command.cmdId)
  console.log('sessionCommand: ', sessionCommand)

  //  execute a second command in the session and see that the environment variable is set
  const response = await sandbox.process.executeSessionCommand('exec-session-1', {
    command: 'echo $FOO',
  })
  console.log(`FOO=${response.stdout}`)

  //  we can also get the logs for the command any time after it is executed
  const logs = await sandbox.process.getSessionCommandLogs('exec-session-1', response.cmdId)
  console.log('[STDOUT]:', logs.stdout)
  console.log('[STDERR]:', logs.stderr)

  //  we can also delete the session
  await sandbox.process.deleteSession('exec-session-1')
}

async function statefulCodeInterpreter(sandbox: Sandbox) {
  const logStdout = (msg: OutputMessage) => process.stdout.write(`[STDOUT] ${msg.output}`)
  const logStderr = (msg: OutputMessage) => process.stdout.write(`[STDERR] ${msg.output}`)
  const logError = (err: ExecutionError) => {
    process.stdout.write(`[ERROR] ${err.name}: ${err.value}\n`)
    if (err.traceback) {
      process.stdout.write(`${err.traceback}\n`)
    }
  }

  console.log('\n' + '='.repeat(60))
  console.log('Stateful Code Interpreter')
  console.log('='.repeat(60))
  const baseline = await sandbox.codeInterpreter.runCode(`counter = 1
print(f'Initialized counter = {counter}')`)
  process.stdout.write(`[STDOUT] ${baseline.stdout}`)

  await sandbox.codeInterpreter.runCode(
    `counter += 1
print(f'Counter after second call = {counter}')`,
    {
      onStdout: logStdout,
      onStderr: logStderr,
      onError: logError,
    },
  )

  console.log('\n' + '='.repeat(60))
  console.log('Context isolation')
  console.log('='.repeat(60))
  const ctx = await sandbox.codeInterpreter.createContext()
  try {
    await sandbox.codeInterpreter.runCode(
      `value = 'stored in isolated context'
print(f'Isolated context value: {value}')`,
      {
        context: ctx,
        onStdout: logStdout,
        onStderr: logStderr,
        onError: logError,
      },
    )

    console.log('--- Print value from same context ---')
    const ctxResult = await sandbox.codeInterpreter.runCode("print(f'Value still available: {value}')", {
      context: ctx,
    })
    process.stdout.write(`[STDOUT] ${ctxResult.stdout}`)

    console.log('--- Print value from different context ---')
    await sandbox.codeInterpreter.runCode('print(value)', {
      onStdout: logStdout,
      onStderr: logStderr,
      onError: logError,
    })
  } finally {
    await sandbox.codeInterpreter.deleteContext(ctx)
  }

  console.log('\n' + '='.repeat(60))
  console.log('Timeout handling')
  console.log('='.repeat(60))
  try {
    await sandbox.codeInterpreter.runCode(
      `import time
print('Starting long running task...')
time.sleep(5)
print('Finished!')`,
      {
        timeout: 1,
        onStdout: logStdout,
        onStderr: logStderr,
        onError: logError,
      },
    )
  } catch (error) {
    if (error instanceof DaytonaTimeoutError) {
      console.log(`Timed out as expected: ${error.message}`)
    } else {
      throw error
    }
  }
}

async function main() {
  const daytona = new Daytona()

  const sandbox = await daytona.create(
    {
      image: Image.base('ubuntu:22.04').runCommands(
        'apt-get update',
        'apt-get install -y --no-install-recommends python3 python3-pip python3-venv',
        'apt-get install -y --no-install-recommends nodejs npm coreutils',
        'curl -fsSL https://deb.nodesource.com/setup_20.x | bash -',
        'apt-get install -y nodejs',
        'npm install -g ts-node typescript',
      ),
      language: 'typescript',
    },
    {
      timeout: 200,
      onSnapshotCreateLogs: console.log,
    },
  )

  try {
    await basicExec(sandbox)
    await sessionExec(sandbox)
    await statefulCodeInterpreter(sandbox)
  } catch (error) {
    console.error('Error executing commands:', error)
  } finally {
    await daytona.delete(sandbox)
  }
}

main()

package main

import (
	"context"
	"log"
	"time"

	"github.com/daytonaio/daytona/libs/sdk-go/pkg/daytona"
	"github.com/daytonaio/daytona/libs/sdk-go/pkg/options"
	"github.com/daytonaio/daytona/libs/sdk-go/pkg/types"
)

func main() {
	client, err := daytona.NewClient()
	if err != nil {
		log.Fatalf("Failed to create client: %v", err)
	}

	ctx := context.Background()

	log.Println("Creating sandbox...")
	params := types.SnapshotParams{
		SandboxBaseParams: types.SandboxBaseParams{
			Language: types.CodeLanguagePython,
		},
	}

	sandbox, err := client.Create(ctx, params, options.WithTimeout(90*time.Second))
	if err != nil {
		log.Fatalf("Failed to create sandbox: %v", err)
	}

	log.Printf("✓ Created sandbox: %s (ID: %s)\n\n", sandbox.Name, sandbox.ID)

	// Get the code interpreter service for this sandbox
	interpreter := sandbox.CodeInterpreter

	// Example 1: Simple code execution
	log.Println("=== Example 1: Simple Python execution ===")
	channels, err := interpreter.RunCode(
		ctx,
		"print('Hello from Daytona!')\nprint('Python version:', __import__('sys').version)",
	)
	if err != nil {
		log.Fatalf("Failed to run code: %v", err)
	}

	// Wait for execution to complete
	result := <-channels.Done
	log.Printf("Output:\n%s\n", result.Stdout)
	if result.Stderr != "" {
		log.Printf("Stderr:\n%s\n", result.Stderr)
	}
	if result.Error != nil {
		log.Printf("Error: %s - %s\n", result.Error.Name, result.Error.Value)
	}

	// Example 2: Execution with real-time streaming
	log.Println("\n=== Example 2: Execution with real-time streaming ===")

	channels, err = interpreter.RunCode(
		ctx,
		`import time
for i in range(5):
    print(f"Processing step {i+1}...")
    time.sleep(0.5)
print("Done!")`,
	)
	if err != nil {
		log.Fatalf("Failed to run code: %v", err)
	}

	// Start goroutines to read from channels in real-time
	go func() {
		for msg := range channels.Stdout {
			log.Printf("[STDOUT] %s", msg.Text)
		}
	}()
	go func() {
		for msg := range channels.Stderr {
			log.Printf("[STDERR] %s", msg.Text)
		}
	}()
	go func() {
		for execErr := range channels.Errors {
			log.Printf("[ERROR] %s: %s\n", execErr.Name, execErr.Value)
			if execErr.Traceback != nil {
				log.Printf("Traceback:\n%s\n", *execErr.Traceback)
			}
		}
	}()

	// Wait for execution to complete
	<-channels.Done
	log.Printf("Execution completed\n")

	// Example 3: Error handling with channels
	log.Println("\n=== Example 3: Error handling ===")

	channels, err = interpreter.RunCode(
		ctx,
		`# This will cause a runtime error
x = 1 / 0`,
	)
	if err != nil {
		log.Fatalf("Failed to run code: %v", err)
	}

	// Read from error channel in real-time
	go func() {
		for execErr := range channels.Errors {
			log.Printf("Caught error: %s\n", execErr.Name)
			log.Printf("Message: %s\n", execErr.Value)
			if execErr.Traceback != nil {
				log.Printf("Traceback:\n%s\n", *execErr.Traceback)
			}
		}
	}()

	result = <-channels.Done
	if result.Error != nil {
		log.Printf("Execution completed with error: %s\n", result.Error.Name)
	}

	// Delete the sandbox
	log.Println("\n=== Cleaning up ===")
	if err := sandbox.Delete(ctx); err != nil {
		log.Fatalf("Failed to delete sandbox: %v", err)
	}
	log.Println("✓ Sandbox deleted")

	log.Println("\n✓ All code interpreter examples completed successfully!")
}

Expected Output

Creating sandbox...
✓ Created sandbox: sandbox-abc123 (ID: abc123)

Hello World!
Hello World from exec!

============================================================
Stateful Code Interpreter
============================================================
========== Statefulness in the default context ==========
[STDOUT] Initialized counter = 1
[STDOUT] Counter after second call = 2
========== Context isolation ==========
[STDOUT] Isolated context value: stored in isolated context
--- Print value from same context ---
[STDOUT] Value still available: stored in isolated context
--- Print value from different context ---
[ERROR] NameError: name 'value' is not defined
========== Timeout handling ==========
[STDOUT] Starting long running task...
Timed out as expected: Code execution timed out after 1 seconds

Key Concepts

Basic Code Execution

Run code directly in the sandbox:

# Run Python code
response = sandbox.process.code_run('print("Hello")')
print(response.result)

# Execute OS command
response = sandbox.process.exec('ls -la', timeout=10)
print(response.result)

Execution Sessions

Maintain state across multiple commands:

// Create session
await sandbox.process.createSession('my-session')

// Execute commands in session
await sandbox.process.executeSessionCommand('my-session', {
  command: 'export MY_VAR=hello'
})

const result = await sandbox.process.executeSessionCommand('my-session', {
  command: 'echo $MY_VAR'
})
console.log(result.stdout) // "hello"

// Delete session
await sandbox.process.deleteSession('my-session')

Stateful Code Interpreter

The code interpreter maintains state between executions:

# First execution - set variable
result1 = sandbox.code_interpreter.run_code(
    "counter = 1\nprint(counter)"
)

# Second execution - variable persists
result2 = sandbox.code_interpreter.run_code(
    "counter += 1\nprint(counter)"
)
# Output: 2

Context Isolation

Create isolated execution contexts:

# Create isolated context
ctx = sandbox.code_interpreter.create_context()

# Run code in context
sandbox.code_interpreter.run_code(
    "secret = 'isolated'",
    context=ctx
)

# Variable not available in default context
sandbox.code_interpreter.run_code(
    "print(secret)"  # NameError!
)

# But available in same context
sandbox.code_interpreter.run_code(
    "print(secret)",  # Works!
    context=ctx
)

# Clean up
sandbox.code_interpreter.delete_context(ctx)

Streaming Output

Handle output in real-time:

def handle_stdout(msg: OutputMessage):
    print(f"[STDOUT] {msg.output}")

def handle_stderr(msg: OutputMessage):
    print(f"[STDERR] {msg.output}")

def handle_error(err: ExecutionError):
    print(f"[ERROR] {err.name}: {err.value}")

sandbox.code_interpreter.run_code(
    code,
    on_stdout=handle_stdout,
    on_stderr=handle_stderr,
    on_error=handle_error
)

Timeout Handling

Set execution timeouts:

try:
    sandbox.code_interpreter.run_code(
        "import time\ntime.sleep(10)",
        timeout=2  # seconds
    )
except DaytonaTimeoutError:
    print("Execution timed out")

Common Patterns

Data Processing Pipeline

# Load data
sandbox.code_interpreter.run_code("""
import json
data = [1, 2, 3, 4, 5]
""")

# Process
sandbox.code_interpreter.run_code("""
processed = [x * 2 for x in data]
""")

# Export
result = sandbox.code_interpreter.run_code("""
print(json.dumps(processed))
""")
output = json.loads(result.stdout)

Interactive Sessions

// Create session for user
const sessionId = `user-${userId}`
await sandbox.process.createSession(sessionId)

// Execute user commands
const result = await sandbox.process.executeSessionCommand(sessionId, {
  command: userInput,
  runAsync: true
})

// Stream logs
await sandbox.process.getSessionCommandLogs(
  sessionId,
  result.cmdId,
  (stdout) => sendToUser(stdout),
  (stderr) => sendErrorToUser(stderr)
)

Best Practices

Use contexts for isolation: When running untrusted code or multiple independent executions, use separate contexts to prevent interference.

Always set timeouts: Protect against infinite loops and long-running operations by setting appropriate timeouts.

Clean up resources: Delete contexts and sessions when done to free up resources in the sandbox.

Code Examples

Integration Guides

What You’ll Learn

Complete Example

Expected Output

Key Concepts

Basic Code Execution

Execution Sessions

Stateful Code Interpreter

Context Isolation

Streaming Output

Timeout Handling

Common Patterns

Data Processing Pipeline

Interactive Sessions

Best Practices

Next Steps

File Operations

Auto Lifecycle

Build docs developers (and LLMs) love

Code Examples

Integration Guides

​What You’ll Learn

​Complete Example

​Expected Output

​Key Concepts

​Basic Code Execution

​Execution Sessions

​Stateful Code Interpreter

​Context Isolation

​Streaming Output

​Timeout Handling

​Common Patterns

​Data Processing Pipeline

​Interactive Sessions

​Best Practices

​Next Steps

File Operations

Auto Lifecycle

Build docs developers (and LLMs) love

What You’ll Learn

Complete Example

Expected Output

Key Concepts

Basic Code Execution

Execution Sessions

Stateful Code Interpreter

Context Isolation

Streaming Output

Timeout Handling

Common Patterns

Data Processing Pipeline

Interactive Sessions

Best Practices

Next Steps