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# Aliyun Code Interpreter Provider - Using the Official SDK
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
## Important Changes
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### Official Resources
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
- **Code Interpreter API**: https://help.aliyun.com/zh/functioncompute/fc/sandbox-sandbox-code-interepreter
- **Official SDK**: https://github.com/Serverless-Devs/agentrun-sdk-python
- **SDK Documentation**: https://docs.agent.run
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
## Advantages of Using the Official SDK
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
Migrating from manual HTTP requests to the official SDK (`agentrun-sdk`) offers the following benefits:
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### 1. **Automatic Signature Authentication**
- The SDK automatically handles Aliyun API signing (no need to manually implement `Authorization` headers)
- Supports multiple authentication methods: AccessKey, STS Token
- Automatically reads environment variables
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### 2. **Simplified API**
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
```python
# Old implementation (manual HTTP requests)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
response = requests.post(
f"{DATA_ENDPOINT}/sandboxes/{sandbox_id}/execute",
headers={"X-Acs-Parent-Id": account_id},
json={"code": code, "language": "python"}
)
# New implementation (using SDK)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
sandbox = CodeInterpreterSandbox(template_name="python-sandbox", config=config)
result = sandbox.context.execute(code="print('hello')")
```
### 3. **Better Error Handling**
- Structured exception types (`ServerError`)
- Automatic retry mechanism
- Detailed error messages
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
## Key Changes
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### 1. File Renames
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
| Old Filename | New Filename | Description |
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
|---------|---------|------|
| `aliyun_opensandbox.py` | `aliyun_codeinterpreter.py` | Provider implementation |
| `test_aliyun_provider.py` | `test_aliyun_codeinterpreter.py` | Unit tests |
| `test_aliyun_integration.py` | `test_aliyun_codeinterpreter_integration.py` | Integration tests |
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### 2. Configuration Field Changes
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
#### Old Configuration (OpenSandbox)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
```json
{
"access_key_id": "LTAI5t...",
"access_key_secret": "...",
"region": "cn-hangzhou",
"workspace_id": "ws-xxxxx"
}
```
#### New Configuration (Code Interpreter)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
```json
{
"access_key_id": "LTAI5t...",
"access_key_secret": "...",
"account_id": "1234567890...", // New: Aliyun primary account ID (required)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
"region": "cn-hangzhou",
"template_name": "python-sandbox", // New: sandbox template name
"timeout": 30 // Max 30 seconds (hard limit)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
}
```
### 3. Key Differences
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
| Feature | OpenSandbox | Code Interpreter |
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
|------|-------------|-----------------|
| **API Endpoint** | `opensandbox.{region}.aliyuncs.com` | `agentrun.{region}.aliyuncs.com` (control plane) |
| **API Version** | `2024-01-01` | `2025-09-10` |
| **Authentication** | AccessKey required | AccessKey + primary account ID required |
| **Request Headers** | Standard signature | Requires `X-Acs-Parent-Id` header |
| **Timeout Limit** | Configurable | **Max 30 seconds** (hard limit) |
| **Context** | Not supported | Supports context (Jupyter kernel) |
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### 4. API Call Changes
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
#### Old Implementation (assumed OpenSandbox)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
```python
# Single endpoint
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
API_ENDPOINT = "https://opensandbox.cn-hangzhou.aliyuncs.com"
# Simple request/response
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
response = requests.post(
f"{API_ENDPOINT}/execute",
json={"code": "print('hello')", "language": "python"}
)
```
#### New Implementation (Code Interpreter)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
```python
# Control plane API - manage sandbox lifecycle
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
CONTROL_ENDPOINT = "https://agentrun.cn-hangzhou.aliyuncs.com/2025-09-10"
# Data plane API - execute code
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
DATA_ENDPOINT = "https://{account_id}.agentrun-data.cn-hangzhou.aliyuncs.com"
# Create sandbox (control plane)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
response = requests.post(
f"{CONTROL_ENDPOINT}/sandboxes",
headers={"X-Acs-Parent-Id": account_id},
json={"templateName": "python-sandbox"}
)
# Execute code (data plane)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
response = requests.post(
f"{DATA_ENDPOINT}/sandboxes/{sandbox_id}/execute",
headers={"X-Acs-Parent-Id": account_id},
json={"code": "print('hello')", "language": "python", "timeout": 30}
)
```
### 5. Migration Steps
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
#### Step 1: Update Configuration
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
If you were previously using `aliyun_opensandbox`:
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
**Old configuration**:
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
```json
{
"name": "sandbox.provider_type",
"value": "aliyun_opensandbox"
}
```
**New configuration**:
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
```json
{
"name": "sandbox.provider_type",
"value": "aliyun_codeinterpreter"
}
```
#### Step 2: Add the Required account_id
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
Get your primary account ID from the Aliyun console:
1. Log in to the [Aliyun Console](https://ram.console.aliyun.com/manage/ak)
2. Click on your avatar in the top-right corner
3. Copy the primary account ID (16-digit number)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
#### Step 3: Update Environment Variables
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
```bash
# New required environment variable
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
export ALIYUN_ACCOUNT_ID="1234567890123456"
# Other environment variables remain unchanged
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
export ALIYUN_ACCESS_KEY_ID="LTAI5t..."
export ALIYUN_ACCESS_KEY_SECRET="..."
export ALIYUN_REGION="cn-hangzhou"
```
#### Step 4: Run Tests
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
```bash
# Unit tests (no real credentials required)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v
# Integration tests (real credentials required)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v -m integration
```
## File Change Checklist
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### ✅ Completed
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
- [x] Created `aliyun_codeinterpreter.py` - new provider implementation
- [x] Updated `sandbox_spec.md` - specification document
- [x] Updated `admin/services.py` - service manager
- [x] Updated `providers/__init__.py` - package exports
- [x] Created `test_aliyun_codeinterpreter.py` - unit tests
- [x] Created `test_aliyun_codeinterpreter_integration.py` - integration tests
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### 📝 Optional Cleanup
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
If you want to remove the old OpenSandbox implementation:
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
```bash
# Remove old files (optional)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
rm agent/sandbox/providers/aliyun_opensandbox.py
rm agent/sandbox/tests/test_aliyun_provider.py
rm agent/sandbox/tests/test_aliyun_integration.py
```
**Note**: Keeping the old files does not affect the new functionality; it just results in redundant code.
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
## API Reference
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### Control Plane API (Sandbox Management)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
| Endpoint | Method | Description |
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
|------|------|------|
| `/sandboxes` | POST | Create a sandbox instance |
| `/sandboxes/{id}/stop` | POST | Stop an instance |
| `/sandboxes/{id}` | DELETE | Delete an instance |
| `/templates` | GET | List templates |
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### Data Plane API (Code Execution)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
| Endpoint | Method | Description |
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
|------|------|------|
| `/sandboxes/{id}/execute` | POST | Execute code (simplified) |
| `/sandboxes/{id}/contexts` | POST | Create a context |
| `/sandboxes/{id}/contexts/{ctx_id}/execute` | POST | Execute within a context |
| `/sandboxes/{id}/health` | GET | Health check |
| `/sandboxes/{id}/files` | GET/POST | File read/write |
| `/sandboxes/{id}/processes/cmd` | POST | Execute shell command |
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
## FAQ
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### Q: Why is account_id required?
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
**A**: The Code Interpreter API requires the `X-Acs-Parent-Id` (Aliyun primary account ID) header for authentication. This is a required parameter for the Aliyun Code Interpreter API.
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### Q: Can the 30-second timeout limit be bypassed?
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
**A**: No. This is a **hard limit** of Aliyun Code Interpreter and cannot be bypassed through configuration or request parameters. If your code execution exceeds 30 seconds, consider:
1. Optimizing the code logic
2. Processing data in batches
3. Using contexts to maintain state
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### Q: Can the old OpenSandbox configuration still be used?
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
**A**: No. OpenSandbox and Code Interpreter are two different services with incompatible APIs. You must migrate to the new configuration format.
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### Q: How do I get the Aliyun primary account ID?
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
**A**:
1. Log in to the Aliyun console
2. Click on your avatar in the top-right corner
3. The primary account ID will be displayed in the popup
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
### Q: Will the migration affect existing functionality?
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
**A**:
- **Self-managed provider (self_managed)**: Not affected
- **E2B provider**: Not affected
- **Aliyun provider**: Configuration update and re-testing required
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
## Related Documentation
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
- [Official Documentation](https://help.aliyun.com/zh/functioncompute/fc/sandbox-sandbox-code-interepreter)
- [Sandbox Specification](../docs/develop/sandbox_spec.md)
- [Testing Guide](./README.md)
- [Quick Start](./QUICKSTART.md)
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
## Support
feat: Implement pluggable multi-provider sandbox architecture (#12820) ## Summary Implement a flexible sandbox provider system supporting both self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for secure code execution in agent workflows. **Key Changes:** - ✅ Aliyun Code Interpreter provider using official `agentrun-sdk>=0.0.16` - ✅ Self-managed provider with gVisor (runsc) security - ✅ Arguments parameter support for dynamic code execution - ✅ Database-only configuration (removed fallback logic) - ✅ Configuration scripts for quick setup Issue #12479 ## Features ### 🔌 Provider Abstraction Layer **1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`) - Wraps existing executor_manager HTTP API - gVisor (runsc) for secure container isolation - Configurable pool size, timeout, retry logic - Languages: Python, Node.js, JavaScript - ⚠️ **Requires**: gVisor installation, Docker, base images **2. Aliyun Code Interpreter** (`agent/sandbox/providers/aliyun_codeinterpreter.py`) - SaaS integration using official agentrun-sdk - Serverless microVM execution with auto-authentication - Hard timeout: 30 seconds max - Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`, `AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION` - Automatically wraps code to call `main()` function **3. E2B Provider** (`agent/sandbox/providers/e2b.py`) - Placeholder for future integration ### ⚙️ Configuration System - `conf/system_settings.json`: Default provider = `aliyun_codeinterpreter` - `agent/sandbox/client.py`: Enforces database-only configuration - Admin UI: `/admin/sandbox-settings` - Configuration validation via `validate_config()` method - Health checks for all providers ### 🎯 Key Capabilities **Arguments Parameter Support:** All providers support passing arguments to `main()` function: ```python # User code def main(name: str, count: int) -> dict: return {"message": f"Hello {name}!" * count} # Executed with: arguments={"name": "World", "count": 3} # Result: {"message": "Hello World!Hello World!Hello World!"} ``` **Self-Describing Providers:** Each provider implements `get_config_schema()` returning form configuration for Admin UI **Error Handling:** Structured `ExecutionResult` with stdout, stderr, exit_code, execution_time ## Configuration Scripts Two scripts for quick Aliyun sandbox setup: **Shell Script (requires jq):** ```bash source scripts/configure_aliyun_sandbox.sh ``` **Python Script (interactive):** ```bash python3 scripts/configure_aliyun_sandbox.py ``` ## Testing ```bash # Unit tests uv run pytest agent/sandbox/tests/test_providers.py -v # Aliyun provider tests uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v # Integration tests (requires credentials) uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v # Quick SDK validation python3 agent/sandbox/tests/verify_sdk.py ``` **Test Coverage:** - 30 unit tests for provider abstraction - Provider-specific tests for Aliyun - Integration tests with real API - Security tests for executor_manager ## Documentation - `docs/develop/sandbox_spec.md` - Complete architecture specification - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy sandbox - `agent/sandbox/tests/QUICKSTART.md` - Quick start guide - `agent/sandbox/tests/README.md` - Testing documentation ## Breaking Changes ⚠️ **Migration Required:** 1. **Directory Move**: `sandbox/` → `agent/sandbox/` - Update imports: `from sandbox.` → `from agent.sandbox.` 2. **Mandatory Configuration**: - SystemSettings must have `sandbox.provider_type` configured - Removed fallback default values - Configuration must exist in database (from `conf/system_settings.json`) 3. **Aliyun Credentials**: - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`) - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID) 4. **Self-Managed Provider**: - gVisor (runsc) must be installed for security - Install: `go install gvisor.dev/gvisor/runsc@latest` ## Database Schema Changes ```python # SystemSettings.value: CharField → TextField api/db/db_models.py: Changed for unlimited config length # SystemSettingsService.get_by_name(): Fixed query precision api/db/services/system_settings_service.py: startswith → exact match ``` ## Files Changed ### Backend (Python) - `agent/sandbox/providers/base.py` - SandboxProvider ABC interface - `agent/sandbox/providers/manager.py` - ProviderManager - `agent/sandbox/providers/self_managed.py` - Self-managed provider - `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider - `agent/sandbox/providers/e2b.py` - E2B provider (placeholder) - `agent/sandbox/client.py` - Unified client (enforces DB-only config) - `agent/tools/code_exec.py` - Updated to use provider system - `admin/server/services.py` - SandboxMgr with registry & validation - `admin/server/routes.py` - 5 sandbox API endpoints - `conf/system_settings.json` - Default: aliyun_codeinterpreter - `api/db/db_models.py` - TextField for SystemSettings.value - `api/db/services/system_settings_service.py` - Exact match query ### Frontend (TypeScript/React) - `web/src/pages/admin/sandbox-settings.tsx` - Settings UI - `web/src/services/admin-service.ts` - Sandbox service functions - `web/src/services/admin.service.d.ts` - Type definitions - `web/src/utils/api.ts` - Sandbox API endpoints ### Documentation - `docs/develop/sandbox_spec.md` - Architecture spec - `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide - `agent/sandbox/tests/QUICKSTART.md` - Quick start - `agent/sandbox/tests/README.md` - Testing guide ### Configuration Scripts - `scripts/configure_aliyun_sandbox.sh` - Shell script (jq) - `scripts/configure_aliyun_sandbox.py` - Python script ### Tests - `agent/sandbox/tests/test_providers.py` - 30 unit tests - `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests - `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` - Integration tests - `agent/sandbox/tests/verify_sdk.py` - SDK validation ## Architecture ``` Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B] ↓ SystemSettings ``` ## Usage ### 1. Configure Provider **Via Admin UI:** 1. Navigate to `/admin/sandbox-settings` 2. Select provider (Aliyun Code Interpreter / Self-Managed) 3. Fill in configuration 4. Click "Test Connection" to verify 5. Click "Save" to apply **Via Configuration Scripts:** ```bash # Aliyun provider export AGENTRUN_ACCESS_KEY_ID="xxx" export AGENTRUN_ACCESS_KEY_SECRET="yyy" export AGENTRUN_ACCOUNT_ID="zzz" export AGENTRUN_REGION="cn-shanghai" source scripts/configure_aliyun_sandbox.sh ``` ### 2. Restart Service ```bash cd docker docker compose restart ragflow-server ``` ### 3. Execute Code in Agent ```python from agent.sandbox.client import execute_code result = execute_code( code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}', language="python", timeout=30, arguments={"name": "World"} ) print(result.stdout) # {"message": "Hello World!"} ``` ## Troubleshooting ### "Container pool is busy" (Self-Managed) - **Cause**: Pool exhausted (default: 1 container in `.env`) - **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+ ### "Sandbox provider type not configured" - **Cause**: Database missing configuration - **Fix**: Run config script or set via Admin UI ### "gVisor not found" - **Cause**: runsc not installed - **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp ~/go/bin/runsc /usr/local/bin/` ### Aliyun authentication errors - **Cause**: Wrong environment variable names - **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`) ## Checklist - [x] All tests passing (30 unit tests + integration tests) - [x] Documentation updated (spec, migration guide, quickstart) - [x] Type definitions added (TypeScript) - [x] Admin UI implemented - [x] Configuration validation - [x] Health checks implemented - [x] Error handling with structured results - [x] Breaking changes documented - [x] Configuration scripts created - [x] gVisor requirements documented Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
If you have any issues:
1. Review the official documentation
2. Verify the configuration is correct
3. Check the error messages in the test output
4. Contact the RAGFlow team