diff --git a/.github/workflows/linter.yaml b/.github/workflows/linter.yaml index 29099b9a..d9cb3374 100644 --- a/.github/workflows/linter.yaml +++ b/.github/workflows/linter.yaml @@ -50,4 +50,5 @@ jobs: VALIDATE_TRIVY: false VALIDATE_BIOME_FORMAT: false VALIDATE_BIOME_LINT: false + VALIDATE_PYTHON_RUFF_FORMAT: false VALIDATE_GITHUB_ACTIONS_ZIZMOR: false diff --git a/samples/python/agents/helloworld_with_ratelimiter/.vscode/launch.json b/samples/python/agents/helloworld_with_ratelimiter/.vscode/launch.json new file mode 100644 index 00000000..72bbabe4 --- /dev/null +++ b/samples/python/agents/helloworld_with_ratelimiter/.vscode/launch.json @@ -0,0 +1,18 @@ +{ + "version": "0.2.0", + "configurations": [ + { + "name": "Debug HelloWorld Agent", + "type": "debugpy", + "request": "launch", + "program": "${workspaceFolder}/__main__.py", + "console": "integratedTerminal", + "justMyCode": false, + "env": { + "PYTHONPATH": "${workspaceFolder}" + }, + "cwd": "${workspaceFolder}", + "args": ["--host", "localhost", "--port", "9999"] + } + ] +} \ No newline at end of file diff --git a/samples/python/agents/helloworld_with_ratelimiter/Containerfile b/samples/python/agents/helloworld_with_ratelimiter/Containerfile new file mode 100644 index 00000000..82357c78 --- /dev/null +++ b/samples/python/agents/helloworld_with_ratelimiter/Containerfile @@ -0,0 +1,40 @@ +FROM registry.access.redhat.com/ubi8/python-312:1-87 + +# Set work directory +WORKDIR /opt/app-root/ + +# Copy Python Project Files (Container context must be the `python` directory) +COPY . /opt/app-root + +USER root + +# Install system build dependencies and UV package manager +# hadolint ignore=DL3013,DL3042 +RUN dnf -y update && dnf install -y gcc-11.5.0-2.el8 gcc-c++-11.5.0-2.el8 \ + && pip install --no-cache-dir uv==0.5.15 \ + && dnf clean all + +# Set environment variables for uv: +# UV_COMPILE_BYTECODE=1: Compiles Python files to .pyc for faster startup +# UV_LINK_MODE=copy: Ensures files are copied, not symlinked, which can avoid issues +ENV UV_COMPILE_BYTECODE=1 \ + UV_LINK_MODE=copy + +# Install dependencies and project using uv sync. +# --frozen: Ensures uv respects the uv.lock file +# --no-dev: Excludes development dependencies +# --mount=type=cache: Leverages Docker's build cache for uv, speeding up repeated builds +RUN --mount=type=cache,target=/.cache/uv \ + uv sync --frozen --no-install-project --no-dev && \ + uv sync --frozen --no-dev + +# Allow non-root user to access everything in app-root +RUN chgrp -R root /opt/app-root/ && chmod -R g+rwX /opt/app-root/ + +# Expose default port (change if needed) +EXPOSE 9999 + +USER 1001 + +# Run the agent +CMD ["uv", "run", ".", "--host", "0.0.0.0"] \ No newline at end of file diff --git a/samples/python/agents/helloworld_with_ratelimiter/README.md b/samples/python/agents/helloworld_with_ratelimiter/README.md new file mode 100644 index 00000000..a5b7f947 --- /dev/null +++ b/samples/python/agents/helloworld_with_ratelimiter/README.md @@ -0,0 +1,456 @@ +# Hello World Agent with Rate Limiting + +This example demonstrates how to implement rate limiting in an A2A agent and how to use the Rate Limiting Usage Signals Extension to communicate usage information to clients. + +> **πŸ“ Location**: `samples/python/agents/helloworld_with_ratelimiter/` +> +> **πŸ“š Extension Documentation**: See the [Rate Limiting Extension README](../../extensions/ratelimiter/) (`samples/python/extensions/ratelimiter/`) for detailed documentation and code patterns. + +## Key Concepts + +This example illustrates the important distinction between: + +1. **Rate Limiting Enforcement** (Agent's Responsibility) + - Always active, protects agent resources + - Implemented directly in the agent executor + - Happens regardless of extension activation + +2. **Rate Limiting Communication** (Extension's Purpose) + - Optional, controlled by client activation + - Provides visibility into usage quotas + - Helps clients make intelligent decisions + +**Analogy**: The agent enforces a speed limit (rate limiting). The extension is like a speedometer - it shows you how fast you're going, but doesn't control your speed. + +## What This Example Shows + +- βœ… Agent **always** enforces rate limits (10 requests/minute) +- βœ… Extension activation = "Please include usage signals in responses" +- βœ… Clients can see remaining quota and retry timing when extension is activated +- βœ… Rate limiting works whether extension is activated or not +- βœ… Token bucket algorithm allows controlled burst traffic + +## Architecture + +### Without Extension (Basic Rate Limiting) + +```text +Client Request β†’ Agent enforces limit β†’ Response + ↓ + If exceeded: "Rate limit exceeded" + If allowed: "Hello World" +``` + +### With Extension (Rate Limiting + Signals) + +```text +Client Request β†’ Agent enforces limit β†’ Response + Usage Signals + (activates ↓ ↓ + extension) If exceeded: "Rate limit exceeded" + {remaining: 0, retry_after: 15.3} + If allowed: "Hello World" + {remaining: 45, limit_type: "token_bucket"} +``` + +## Getting Started + +### 1. Start the Server + +```bash +cd samples/python/agents/helloworld_with_ratelimiter +uv run . +``` + +The agent will start on `http://localhost:9999` with rate limiting active. + +### 2. Test Without Extension + +Rate limiting is enforced, but you don't get usage signals: + +```bash +curl -X POST http://localhost:9999/ \ + -H "Content-Type: application/json" \ + -d '{ + "jsonrpc": "2.0", + "id": "test", + "method": "message/send", + "params": { + "message": { + "kind": "message", + "messageId": "msg-1", + "parts": [{"kind": "text", "text": "Hello"}], + "role": "user" + } + } + }' +``` + +Response (rate limit enforced, no usage signals): +```json +{ + "jsonrpc": "2.0", + "id": "test", + "result": { + "message": { + "kind": "message", + "parts": [{"kind": "text", "text": "Hello World"}], + "role": "agent" + } + } +} +``` + +### 3. Test With Extension + +Same rate limiting, but now you get usage information: + +```bash +curl -X POST http://localhost:9999/ \ + -H "Content-Type: application/json" \ + -H "X-A2A-Extensions: https://github.com/a2aproject/a2a-samples/extensions/ratelimiter/v1" \ + -d '{ + "jsonrpc": "2.0", + "id": "test", + "method": "message/send", + "params": { + "message": { + "kind": "message", + "messageId": "msg-1", + "parts": [{"kind": "text", "text": "Hello"}], + "role": "user" + } + } + }' +``` + +Response (same rate limiting, now with usage signals): +```json +{ + "jsonrpc": "2.0", + "id": "test", + "result": { + "message": { + "kind": "message", + "parts": [{"kind": "text", "text": "Hello World"}], + "role": "agent", + "metadata": { + "github.com/a2aproject/a2a-samples/extensions/ratelimiter/v1/result": { + "allowed": true, + "remaining": 9, + "reset_time": 1640995260.0, + "limit_type": "token_bucket" + } + } + } + } +} +``` + +### 4. Test Rate Limit Exceeded + +Make multiple rapid requests to trigger rate limiting: + +```bash +# Run this multiple times quickly +for i in {1..15}; do + curl -X POST http://localhost:9999/ \ + -H "Content-Type: application/json" \ + -H "X-A2A-Extensions: https://github.com/a2aproject/a2a-samples/extensions/ratelimiter/v1" \ + -d '{ + "jsonrpc": "2.0", + "id": "test-'$i'", + "method": "message/send", + "params": { + "message": { + "kind": "message", + "messageId": "msg-'$i'", + "parts": [{"kind": "text", "text": "Hello"}], + "role": "user" + } + } + }' + echo "" +done +``` + +After exceeding the limit, you'll see: + +```json +{ + "jsonrpc": "2.0", + "id": "test-11", + "result": { + "message": { + "kind": "message", + "parts": [{ + "kind": "text", + "text": "Rate limit exceeded. 0 requests remaining. Retry after 15.3 seconds." + }], + "role": "agent", + "metadata": { + "github.com/a2aproject/a2a-samples/extensions/ratelimiter/v1/result": { + "allowed": false, + "remaining": 0, + "retry_after": 15.3, + "limit_type": "token_bucket" + } + } + } + } +} +``` + +## Testing with Provided Scripts + +### Basic Client Test + +```bash +uv run test_client.py +``` + +This runs a standard A2A client that makes requests to the agent. + +### Rate Limiting Test Suite + +```bash +uv run rate_limit_test.py +``` + +This demonstrates rate limiting behavior by: +- Making rapid requests to trigger limits +- Showing enforcement works without extension +- Showing extension provides visibility +- Testing recovery after waiting + +Run specific tests: +```bash +# Test basic rate limiting (without extension) +uv run rate_limit_test.py --test basic + +# Test with extension signals +uv run rate_limit_test.py --test extension + +# Test rate limit recovery (token refill) +uv run rate_limit_test.py --test recovery +``` + +## Rate Limiting Configuration + +### Default Limits + +- **Rate**: 10 requests per minute +- **Algorithm**: Token bucket with 2x capacity multiplier +- **Burst capacity**: 20 requests (allows initial burst, then sustained rate) +- **Identification**: By IP address (for demo; use OAuth/API keys in production) + +### How Token Bucket Works + +```text +Bucket capacity: 20 tokens (10 requests Γ— 2.0 multiplier) +Refill rate: 10 tokens per minute (0.167 tokens/second) + +Timeline: +t=0s: 20 tokens available β†’ Can make 20 requests immediately +t=10s: 21 tokens available β†’ Refilled 1-2 tokens +t=60s: 20 tokens available β†’ Back to capacity (max) + +Behavior: +- Allows burst of 20 requests +- Then limits to 10 requests/minute sustained +- Fair to both bursty and steady traffic +``` + +## Code Walkthrough + +### Agent Executor (`agent_executor.py`) + +The executor shows the minimal changes needed to add rate limiting to a basic HelloWorld agent: + +```python +class HelloWorldAgentExecutor(AgentExecutor): + def __init__(self, rate_limiter, rate_limit_extension): + self.agent = HelloWorldAgent() + self.rate_limiter = rate_limiter # For enforcement + self.rate_limit_extension = rate_limit_extension # For communication + + async def execute(self, context, event_queue): + # Step 1: Extract client identity + client_key = self._extract_client_key(context) + + # Step 2: ALWAYS enforce rate limits (10 requests/minute) + usage = self.rate_limiter.check_limit(client_key, limit=10, window=60) + + # Step 3: If rate limited, return error + if not usage.allowed: + message = new_agent_text_message("Rate limit exceeded...") + + # Extension: Add signals IF client requested them + if self.rate_limit_extension.is_activated(context): + self.rate_limit_extension.add_usage_signals(message, usage) + + await event_queue.enqueue_event(message) + return + + # Step 4: Process request normally + result = await self.agent.invoke() + message = new_agent_text_message(result) + + # Extension: Add signals IF client requested them + if self.rate_limit_extension.is_activated(context): + self.rate_limit_extension.add_usage_signals(message, usage) + + await event_queue.enqueue_event(message) +``` + +**Key Differences from Basic HelloWorld:** +- Added rate limiter and extension to `__init__` +- Added client identification step +- Added rate limit check before processing +- Conditionally add usage signals based on extension activation + +### Server Setup (`__main__.py`) + +```python +# Separate initialization: enforcement vs communication +rate_limiter = TokenBucketLimiter(capacity_multiplier=2.0) # Enforcement +rate_limit_extension = RateLimitingExtension() # Communication + +# Advertise extension capability +agent_card = rate_limit_extension.add_to_card(agent_card) + +# Create executor with both components +executor = HelloWorldAgentExecutor( + rate_limiter=rate_limiter, + rate_limit_extension=rate_limit_extension +) +``` + +## Understanding the Extension + +### What the Extension IS + +- βœ… A communication protocol for usage signals +- βœ… Optional (client decides whether to activate) +- βœ… Informational (helps clients make decisions) +- βœ… Standardized metadata format + +### What the Extension is NOT + +- ❌ Rate limiting enforcement (agent does this) +- ❌ Required for rate limiting to work +- ❌ A way for clients to control limits +- ❌ Client-side rate limiting + +### Extension Activation Flow + +```text +1. Agent advertises extension in AgentCard + β†’ "I can send rate limit usage signals" + +2. Client includes extension URI in X-A2A-Extensions header + β†’ "I understand rate limit signals, please include them" + +3. Agent checks is_activated(context) + β†’ Returns True if client requested signals + +4. Agent adds usage signals to response metadata + β†’ Client receives detailed usage information +``` + +## Production Considerations + +This example uses simplified approaches for demonstration. For production: + +**❌ Don't use IP addresses for client identity** +```python +client_key = f"ip:{context.remote_addr}" # Can be spoofed, shared +``` + +**βœ… Use authenticated identity instead** +```python +def _extract_client_key(self, context): + token = self._verify_oauth_token(context.authorization) + return f"user:{token.user_id}" +``` + +**❌ Don't use in-memory rate limiters in distributed systems** +```python +rate_limiter = TokenBucketLimiter() # Lost on restart, not shared across instances +``` + +**βœ… Use distributed rate limiter (Redis, etc.)** +```python +from limits import RateLimitItemPerSecond +from limits.storage import RedisStorage +storage = RedisStorage("redis://localhost:6379") +``` + +See the [extension's production patterns](../../extensions/ratelimiter/examples/production_patterns.py) for complete examples. + +## Build Container Image + +You can containerize the agent: + +```bash +cd samples/python/agents/helloworld_with_ratelimiter +podman build . -t helloworld-ratelimiter-a2a-server +podman run -p 9999:9999 helloworld-ratelimiter-a2a-server +``` + +## Validate with A2A CLI + +Test with the official A2A CLI client: + +```bash +cd samples/python/hosts/cli +uv run . --agent http://localhost:9999 +``` + +## Comparison with Basic HelloWorld + +| Aspect | Basic HelloWorld | With Rate Limiting | +|--------|------------------|-------------------| +| **Request Handling** | Unlimited | 10 requests/minute | +| **Resource Protection** | None | Token bucket enforcement | +| **Usage Visibility** | None | Optional via extension | +| **Burst Traffic** | Accepted | Controlled (20 initial, then 10/min) | +| **Production Ready** | Demo only | Closer to production patterns | + +## Key Takeaways + +1. **Enforcement is separate from communication** + - Agent always enforces limits + - Extension optionally communicates usage + +2. **Extension activation is client-driven** + - Client says "I want usage info" + - Agent decides whether to enforce (always yes) + +3. **Server controls policies** + - Server determines rate limits + - Server extracts client identity + - Client cannot set their own limits + +4. **Token bucket allows bursts** + - Good for real-world traffic patterns + - Balances burst and sustained rates + +## Next Steps + +- Read the extension documentation in `samples/python/extensions/ratelimiter/README.md` +- Explore production rate limiting libraries (python-limits, slowapi, etc.) +- Implement authentication-based client identification +- Add distributed rate limiting with Redis +- Monitor rate limit metrics in production + +## Disclaimer + +This sample demonstrates A2A protocol extension patterns and rate limiting concepts. For production use, consider: + +- Persistent storage backends (Redis, database) +- Distributed rate limiting across multiple instances +- Authentication and authorization (OAuth, API keys) +- Monitoring and alerting integration +- Custom rate limiting policies per use case + +**Important**: The sample code provided is for demonstration purposes and illustrates the mechanics of the Agent-to-Agent (A2A) protocol. When building production applications, it is critical to treat any agent operating outside of your direct control as a potentially untrusted entity. + +All data received from an external agentβ€”including but not limited to its AgentCard, messages, artifacts, and task statusesβ€”should be handled as untrusted input. Developers are responsible for implementing appropriate security measures, such as input validation and secure handling of credentials to protect their systems and users. diff --git a/samples/python/agents/helloworld_with_ratelimiter/__init__.py b/samples/python/agents/helloworld_with_ratelimiter/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/samples/python/agents/helloworld_with_ratelimiter/__main__.py b/samples/python/agents/helloworld_with_ratelimiter/__main__.py new file mode 100644 index 00000000..350b6f4e --- /dev/null +++ b/samples/python/agents/helloworld_with_ratelimiter/__main__.py @@ -0,0 +1,101 @@ +import uvicorn + +from a2a.server.apps import A2AStarletteApplication +from a2a.server.request_handlers import DefaultRequestHandler +from a2a.server.tasks import InMemoryTaskStore +from a2a.types import ( + AgentCapabilities, + AgentCard, + AgentSkill, +) +from agent_executor import ( + HelloWorldAgentExecutor, # type: ignore[import-untyped] +) +from ratelimiter_ext import RateLimitingExtension, TokenBucketLimiter + + +if __name__ == '__main__': + # Initialize rate limiter for enforcement (always active) + # Token bucket allows burst traffic up to 20 requests (10 * 2.0 multiplier) + # then maintains steady 10 requests per minute + rate_limiter = TokenBucketLimiter(capacity_multiplier=2.0) + + # Initialize extension for communication (activated by client) + # This allows clients to receive usage signals in responses + rate_limit_extension = RateLimitingExtension() + # --8<-- [start:AgentSkill] + skill = AgentSkill( + id='hello_world', + name='Returns hello world', + description='just returns hello world', + tags=['hello world'], + examples=['hi', 'hello world'], + ) + # --8<-- [end:AgentSkill] + + extended_skill = AgentSkill( + id='super_hello_world', + name='Returns a SUPER Hello World', + description='A more enthusiastic greeting, only for authenticated users.', + tags=['hello world', 'super', 'extended'], + examples=['super hi', 'give me a super hello'], + ) + + # --8<-- [start:AgentCard] + # This will be the public-facing agent card + public_agent_card = AgentCard( + name='Hello World Agent with Rate Limiting', + description='Hello world agent demonstrating A2A rate limiting extension', + url='http://localhost:9999/', + version='1.0.0', + default_input_modes=['text'], + default_output_modes=['text'], + capabilities=AgentCapabilities(streaming=True), + skills=[skill], # Only the basic skill for the public card + supports_authenticated_extended_card=True, + ) + # --8<-- [end:AgentCard] + + # This will be the authenticated extended agent card + # It includes the additional 'extended_skill' + specific_extended_agent_card = public_agent_card.model_copy( + update={ + 'name': 'Hello World Agent with Rate Limiting - Extended Edition', # Different name for clarity + 'description': 'The full-featured rate-limited hello world agent for authenticated users.', + 'version': '1.0.1', # Could even be a different version + # Capabilities and other fields like url, default_input_modes, + # default_output_modes, supports_authenticated_extended_card + # are inherited from public_agent_card unless specified here. + 'skills': [ + skill, + extended_skill, + ], # Both skills for the extended card + } + ) + + # Add rate limiting extension to agent cards + # This advertises that the agent can communicate rate limit usage signals + public_agent_card = rate_limit_extension.add_to_card(public_agent_card) + specific_extended_agent_card = rate_limit_extension.add_to_card( + specific_extended_agent_card + ) + + # Create agent executor with rate limiting enforcement built-in + # No wrapping needed - executor handles enforcement directly + executor = HelloWorldAgentExecutor( + rate_limiter=rate_limiter, rate_limit_extension=rate_limit_extension + ) + + request_handler = DefaultRequestHandler( + agent_executor=executor, + task_store=InMemoryTaskStore(), + ) + + server = A2AStarletteApplication( + agent_card=public_agent_card, + http_handler=request_handler, + extended_agent_card=specific_extended_agent_card, + ) + + # Bind to 0.0.0.0 to allow external connections in containerized environment + uvicorn.run(server.build(), host='0.0.0.0', port=9999) # noqa: S104 diff --git a/samples/python/agents/helloworld_with_ratelimiter/agent_executor.py b/samples/python/agents/helloworld_with_ratelimiter/agent_executor.py new file mode 100644 index 00000000..bace690a --- /dev/null +++ b/samples/python/agents/helloworld_with_ratelimiter/agent_executor.py @@ -0,0 +1,125 @@ +from a2a.server.agent_execution import AgentExecutor, RequestContext +from a2a.server.events import EventQueue +from a2a.utils import new_agent_text_message +from ratelimiter_ext import RateLimitingExtension, TokenBucketLimiter + + +# --8<-- [start:HelloWorldAgent] +class HelloWorldAgent: + """Hello World Agent.""" + + async def invoke(self) -> str: + """Invoke the agent to return a greeting.""" + return 'Hello World' + + +# --8<-- [end:HelloWorldAgent] + + +# --8<-- [start:HelloWorldAgentExecutor_init] +class HelloWorldAgentExecutor(AgentExecutor): + """HelloWorld agent executor with rate limiting enforcement. + + This executor demonstrates the minimal changes needed to add rate limiting: + - Rate limiting ENFORCEMENT: Always active (protects agent resources) + - Rate limiting COMMUNICATION: Conditional (provides usage signals to clients) + + The rate limiter is used for enforcement (always happens). + The extension is used for communication (only when client requests it). + """ + + def __init__( + self, + rate_limiter: TokenBucketLimiter, + rate_limit_extension: RateLimitingExtension, + ) -> None: + """Initialize the HelloWorld agent executor. + + Args: + rate_limiter: Rate limiter for enforcement (always active) + rate_limit_extension: Extension for communicating usage signals + """ + self.agent = HelloWorldAgent() + self.rate_limiter = rate_limiter + self.rate_limit_extension = rate_limit_extension + + # --8<-- [end:HelloWorldAgentExecutor_init] + + def _extract_client_key(self, context: RequestContext) -> str: + """Extract unique client identifier for rate limiting. + + In production, use OAuth tokens, API keys, or other authenticated + identity mechanisms instead of IP addresses. + + Args: + context: Request context + + Returns: + Unique key for rate limiting this client + """ + remote_addr = getattr(context, 'remote_addr', 'unknown') + return f'ip:{remote_addr}' + + # --8<-- [start:HelloWorldAgentExecutor_execute] + async def execute( + self, + context: RequestContext, + event_queue: EventQueue, + ) -> None: + """Execute the agent with rate limiting enforcement. + + Rate limiting is ALWAYS enforced, regardless of extension activation. + Extension activation only controls whether usage signals are included + in the response. + + Flow: + 1. Extract client identity + 2. Check rate limits (enforcement) + 3. If rate limited, return error (optionally with usage signals) + 4. If allowed, process request normally (optionally with usage signals) + """ + # Step 1: Extract client identity + client_key = self._extract_client_key(context) + + # Step 2: ALWAYS check rate limits (enforcement) + # Rate limit: 10 requests per minute + usage = self.rate_limiter.check_limit( + key=client_key, limit=10, window=60 + ) + + # Step 3: If rate limited, return error + if not usage.allowed: + error_msg = ( + f'Rate limit exceeded. {usage.remaining} requests remaining. ' + f'Retry after {usage.retry_after:.1f} seconds.' + ) + message = new_agent_text_message(error_msg) + + # Extension: Add usage signals if client requested them + if self.rate_limit_extension.is_activated(context): + self.rate_limit_extension.add_usage_signals(message, usage) + + await event_queue.enqueue_event(message) + return + + # Step 4: Process request normally (rate limit passed) + result = await self.agent.invoke() + message = new_agent_text_message(result) + + # Extension: Add usage signals if client requested them + if self.rate_limit_extension.is_activated(context): + self.rate_limit_extension.add_usage_signals(message, usage) + + await event_queue.enqueue_event(message) + + # --8<-- [end:HelloWorldAgentExecutor_execute] + + # --8<-- [start:HelloWorldAgentExecutor_cancel] + async def cancel( + self, context: RequestContext, event_queue: EventQueue + ) -> None: + """Cancel the agent execution (not supported).""" + msg = 'cancel not supported' + raise NotImplementedError(msg) + + # --8<-- [end:HelloWorldAgentExecutor_cancel] diff --git a/samples/python/agents/helloworld_with_ratelimiter/pyproject.toml b/samples/python/agents/helloworld_with_ratelimiter/pyproject.toml new file mode 100644 index 00000000..be214131 --- /dev/null +++ b/samples/python/agents/helloworld_with_ratelimiter/pyproject.toml @@ -0,0 +1,31 @@ +[project] +name = "helloworld-with-ratelimiter" +version = "0.1.0" +description = "HelloWorld agent example demonstrating rate limiting extension" +readme = "README.md" +requires-python = ">=3.10" +dependencies = [ + "a2a-sdk>=0.3.0", + "click>=8.1.8", + "dotenv>=0.9.9", + "httpx>=0.28.1", + "langchain-google-genai>=2.1.4", + "langgraph>=0.4.1", + "pydantic>=2.11.4", + "python-dotenv>=1.1.0", + "sse-starlette>=2.3.5", + "starlette>=0.46.2", + "uvicorn>=0.34.2", + "ratelimiter-ext @ file://../../extensions/ratelimiter", +] + +[project.optional-dependencies] +ratelimiter = [ +] + +[tool.hatch.build.targets.wheel] +packages = ["."] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" diff --git a/samples/python/agents/helloworld_with_ratelimiter/rate_limit_test.py b/samples/python/agents/helloworld_with_ratelimiter/rate_limit_test.py new file mode 100644 index 00000000..6b6862ea --- /dev/null +++ b/samples/python/agents/helloworld_with_ratelimiter/rate_limit_test.py @@ -0,0 +1,312 @@ +#!/usr/bin/env python3 +"""Rate Limiting Test Client for HelloWorld Agent. + +This client demonstrates the rate limiting extension by making multiple +rapid requests and showing how the rate limiting behavior works. +""" + +import argparse +import asyncio +import time + +from typing import Any + +import httpx + + +class RateLimitTestClient: + """Test client for demonstrating rate limiting behavior.""" + + def __init__(self, base_url: str = 'http://localhost:9999'): + self.base_url = base_url + self.client = httpx.AsyncClient() + + async def send_request( + self, + message_text: str = 'Hello', + use_extension: bool = False, + ) -> dict[str, Any]: + """Send a single request to the agent. + + Args: + message_text: The text message to send + use_extension: Whether to activate the rate limiting extension + (requests usage signals in response) + """ + payload = { + 'jsonrpc': '2.0', + 'id': f'test-{int(time.time() * 1000)}', + 'method': 'message/send', + 'params': { + 'message': { + 'kind': 'message', + 'messageId': f'msg-{int(time.time() * 1000)}', + 'parts': [{'kind': 'text', 'text': message_text}], + 'role': 'user', + } + }, + } + + headers = {'Content-Type': 'application/json'} + + # Add extension activation if requested + if use_extension: + headers['X-A2A-Extensions'] = ( + 'https://github.com/a2aproject/a2a-samples/extensions/ratelimiter/v1' + ) + + try: + response = await self.client.post( + self.base_url, json=payload, headers=headers, timeout=10.0 + ) + response.raise_for_status() + return response.json() + except httpx.RequestError as e: + return {'error': f'Request failed: {e}'} + except httpx.HTTPStatusError as e: + return { + 'error': f'HTTP {e.response.status_code}: {e.response.text}' + } + + def extract_rate_limit_info( + self, response: dict[str, Any] + ) -> dict[str, Any]: + """Extract rate limit information from response metadata.""" + try: + message = response.get('result', {}).get('message', {}) + metadata = message.get('metadata', {}) + rate_limit_result = metadata.get( + 'github.com/a2aproject/a2a-samples/extensions/ratelimiter/v1/result', + {}, + ) + + return { + 'allowed': rate_limit_result.get('allowed'), + 'remaining': rate_limit_result.get('remaining'), + 'limit_type': rate_limit_result.get('limit_type'), + 'retry_after': rate_limit_result.get('retry_after'), + 'message_text': message.get('parts', [{}])[0].get('text', ''), + } + except (KeyError, IndexError): + return {'error': 'Could not extract rate limit info'} + + def print_response_info( + self, response_num: int, response: dict[str, Any], start_time: float + ): + """Print formatted response information.""" + elapsed = time.time() - start_time + rate_limit_info = self.extract_rate_limit_info(response) + + print(f'\n--- Response {response_num} (t={elapsed:.1f}s) ---') + + if 'error' in response: + print(f'❌ Error: {response["error"]}') + return + + if 'error' in rate_limit_info: + print(f'⚠️ {rate_limit_info["error"]}') + return + + message_text = rate_limit_info['message_text'] + is_rate_limited = 'rate limit exceeded' in message_text.lower() + + if is_rate_limited: + print(f'🚫 Rate Limited: {message_text}') + else: + print(f'βœ… Success: {message_text}') + + if rate_limit_info['allowed'] is not None: + print(f' Remaining: {rate_limit_info["remaining"]}') + print(f' Algorithm: {rate_limit_info["limit_type"]}') + + if rate_limit_info['retry_after']: + print(f' Retry after: {rate_limit_info["retry_after"]:.1f}s') + + async def test_basic_rate_limiting(self): + """Test rate limiting WITHOUT extension activation. + + This demonstrates that rate limiting enforcement happens regardless + of extension activation. The extension only controls visibility. + """ + print('πŸ§ͺ Testing Rate Limiting WITHOUT Extension') + print('=' * 60) + print('Rate limiting is enforced, but no usage signals in responses.') + print('(Extension controls communication, not enforcement)\n') + + start_time = time.time() + + # Send 15 rapid requests WITHOUT extension activation + # Rate limiting still happens! + for i in range(1, 16): + response = await self.send_request( + f'Hello #{i}', + use_extension=False, # No extension - but still rate limited! + ) + self.print_response_info(i, response, start_time) + + # Small delay to avoid overwhelming the server + await asyncio.sleep(0.1) + + print(f'\n⏱️ Total time: {time.time() - start_time:.1f}s') + print('\nπŸ’‘ Key Insight: Rate limiting worked WITHOUT the extension!') + print(' The extension only adds usage signals, not enforcement.') + + async def test_with_extension_signals(self): + """Test WITH extension activation to see usage signals. + + Same rate limiting enforcement, but now we get visibility into + our usage through the extension's communication protocol. + """ + print('\n\nπŸ§ͺ Testing WITH Extension (Usage Signals Included)') + print('=' * 60) + print( + 'Same rate limiting (10 req/min), but now responses include usage info.' + ) + print('(Extension provides visibility into enforcement)\n') + + start_time = time.time() + + # Send 8 requests WITH extension activation + # Rate limiting still enforced, but now we see usage signals + for i in range(1, 9): + response = await self.send_request( + f'With signals #{i}', + use_extension=True, + ) + self.print_response_info(i, response, start_time) + await asyncio.sleep(0.1) + + print(f'\n⏱️ Total time: {time.time() - start_time:.1f}s') + print( + '\nπŸ’‘ Key Insight: Now we see remaining requests, retry timing, etc.' + ) + print(' Extension gives us visibility without changing enforcement.') + print(' Server controls the rate limits, not the client.') + + async def test_recovery_after_wait(self): + """Test that rate limits recover after waiting. + + Token bucket continuously refills, so waiting allows recovery. + Server enforces 10 requests per minute (configured in agent). + """ + print('\n\nπŸ§ͺ Testing Rate Limit Recovery') + print('=' * 60) + print('Server enforces 10 requests per minute with token bucket.') + print('Tokens refill continuously - waiting allows recovery.\n') + + # Exhaust the limit + print('Step 1: Make rapid requests to exhaust rate limit') + for i in range(1, 13): + response = await self.send_request( + f'Exhaust #{i}', use_extension=True + ) + rate_info = self.extract_rate_limit_info(response) + is_limited = ( + 'rate limit exceeded' in rate_info['message_text'].lower() + ) + status = '🚫 Limited' if is_limited else 'βœ… Success' + print( + f' Request {i}: {status} (Remaining: {rate_info.get("remaining", "N/A")})' + ) + await asyncio.sleep(0.05) + + # Wait for recovery + wait_time = 10 + print(f'\nStep 2: Waiting {wait_time} seconds for token refill...') + await asyncio.sleep(wait_time) + + # Test recovery + print('Step 3: Test recovery (tokens should have refilled)') + for i in range(1, 4): + response = await self.send_request( + f'Recovery #{i}', + use_extension=True, + ) + rate_info = self.extract_rate_limit_info(response) + is_limited = ( + 'rate limit exceeded' in rate_info['message_text'].lower() + ) + status = '🚫 Limited' if is_limited else 'βœ… Success' + print( + f' Request {i}: {status} (Remaining: {rate_info.get("remaining", "N/A")})' + ) + await asyncio.sleep(0.1) + + print('\nπŸ’‘ Key Insight: Token bucket refills continuously.') + print(' Waiting allows tokens to accumulate back up to capacity.') + + async def run_all_tests(self): + """Run all rate limiting tests.""" + print('πŸš€ Rate Limiting Usage Signals Extension Test Suite') + print('=' * 60) + print('Testing HelloWorld agent with rate limiting') + print('Agent URL:', self.base_url) + print() + print('This test suite demonstrates:') + print('1. Rate limiting enforcement (always active)') + print('2. Extension communication (optional visibility)') + print('3. Separation of enforcement vs. signals') + print() + + try: + await self.test_basic_rate_limiting() + await self.test_with_extension_signals() + await self.test_recovery_after_wait() + + print('\n' + '=' * 60) + print('βœ… All tests completed!') + print('\nKey Learnings:') + print('- Rate limiting ALWAYS enforced by server (protects agent)') + print('- Extension = visibility, NOT enforcement') + print('- Clients get usage info when they activate extension') + print('- Server controls all policies (clients cannot set limits)') + print( + '- Token bucket allows burst traffic while maintaining steady rate' + ) + + except (KeyError, ValueError, RuntimeError) as e: + print(f'\n❌ Test failed with error: {e}') + finally: + await self.client.aclose() + + +async def main(): + """Main function to run the rate limiting tests.""" + + parser = argparse.ArgumentParser( + description='Test rate limiting and usage signals extension', + epilog='This demonstrates the separation of enforcement (always active) ' + 'vs. communication (extension provides visibility)', + ) + parser.add_argument( + '--url', + default='http://localhost:9999', + help='Agent URL (default: http://localhost:9999)', + ) + parser.add_argument( + '--test', + choices=['basic', 'extension', 'recovery', 'all'], + default='all', + help='Which test to run: basic (no extension), extension (with usage signals), ' + 'recovery (token refill), or all (default: all)', + ) + + args = parser.parse_args() + + client = RateLimitTestClient(args.url) + + try: + if args.test == 'basic': + await client.test_basic_rate_limiting() + elif args.test == 'extension': + await client.test_with_extension_signals() + elif args.test == 'recovery': + await client.test_recovery_after_wait() + else: + await client.run_all_tests() + finally: + await client.client.aclose() + + +if __name__ == '__main__': + asyncio.run(main()) diff --git a/samples/python/agents/helloworld_with_ratelimiter/test_client.py b/samples/python/agents/helloworld_with_ratelimiter/test_client.py new file mode 100644 index 00000000..cbe5bfa7 --- /dev/null +++ b/samples/python/agents/helloworld_with_ratelimiter/test_client.py @@ -0,0 +1,143 @@ +import logging + +from typing import Any +from uuid import uuid4 + +import httpx + +from a2a.client import A2ACardResolver, A2AClient +from a2a.types import ( + AgentCard, + MessageSendParams, + SendMessageRequest, + SendStreamingMessageRequest, +) +from a2a.utils.constants import ( + AGENT_CARD_WELL_KNOWN_PATH, + EXTENDED_AGENT_CARD_PATH, +) + + +async def main() -> None: + # Configure logging to show INFO level messages + logging.basicConfig(level=logging.INFO) + logger = logging.getLogger(__name__) # Get a logger instance + + # --8<-- [start:A2ACardResolver] + + base_url = 'http://localhost:9999' + + async with httpx.AsyncClient() as httpx_client: + # Initialize A2ACardResolver + resolver = A2ACardResolver( + httpx_client=httpx_client, + base_url=base_url, + # agent_card_path uses default, extended_agent_card_path also uses default + ) + # --8<-- [end:A2ACardResolver] + + # Fetch Public Agent Card and Initialize Client + final_agent_card_to_use: AgentCard | None = None + + try: + logger.info( + 'Attempting to fetch public agent card from: %s%s', + base_url, + AGENT_CARD_WELL_KNOWN_PATH, + ) + _public_card = ( + await resolver.get_agent_card() + ) # Fetches from default public path + logger.info('Successfully fetched public agent card:') + logger.info( + _public_card.model_dump_json(indent=2, exclude_none=True) + ) + final_agent_card_to_use = _public_card + logger.info( + '\nUsing PUBLIC agent card for client initialization (default).' + ) + + if _public_card.supports_authenticated_extended_card: + try: + logger.info( + '\nPublic card supports authenticated extended card. Attempting to fetch from: %s%s', + base_url, + EXTENDED_AGENT_CARD_PATH, + ) + auth_headers_dict = { + 'Authorization': 'Bearer dummy-token-for-extended-card' + } + _extended_card = await resolver.get_agent_card( + relative_card_path=EXTENDED_AGENT_CARD_PATH, + http_kwargs={'headers': auth_headers_dict}, + ) + logger.info( + 'Successfully fetched authenticated extended agent card:' + ) + logger.info( + _extended_card.model_dump_json( + indent=2, exclude_none=True + ) + ) + final_agent_card_to_use = ( + _extended_card # Update to use the extended card + ) + logger.info( + '\nUsing AUTHENTICATED EXTENDED agent card for client initialization.' + ) + except (httpx.HTTPError, ValueError) as e_extended: + logger.warning( + 'Failed to fetch extended agent card: %s. Will proceed with public card.', + e_extended, + exc_info=True, + ) + elif ( + _public_card + ): # supports_authenticated_extended_card is False or None + logger.info( + '\nPublic card does not indicate support for an extended card. Using public card.' + ) + + except Exception as e: + logger.exception('Critical error fetching public agent card') + msg = 'Failed to fetch the public agent card. Cannot continue.' + raise RuntimeError(msg) from e + + # --8<-- [start:send_message] + client = A2AClient( + httpx_client=httpx_client, agent_card=final_agent_card_to_use + ) + logger.info('A2AClient initialized.') + + send_message_payload: dict[str, Any] = { + 'message': { + 'role': 'user', + 'parts': [{'kind': 'text', 'text': 'Hello'}], + 'messageId': uuid4().hex, + }, + } + request = SendMessageRequest( + id=str(uuid4()), params=MessageSendParams(**send_message_payload) + ) + + response = await client.send_message(request) + print(response.model_dump(mode='json', exclude_none=True)) + # --8<-- [end:send_message] + + # --8<-- [start:send_message_streaming] + + streaming_request = SendStreamingMessageRequest( + id=str(uuid4()), params=MessageSendParams(**send_message_payload) + ) + + stream_response = client.send_message_streaming(streaming_request) + + async for chunk in stream_response: + print(chunk.model_dump(mode='json', exclude_none=True)) + # --8<-- [end:send_message_streaming] 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information to clients. + +> **πŸ“ Location**: `samples/python/extensions/ratelimiter/` +> +> **πŸš€ Want to see it in action?** Check out the full working demo: [HelloWorld with Rate Limiting](../../agents/helloworld_with_ratelimiter/) (`samples/python/agents/helloworld_with_ratelimiter/`) + +## Purpose + +**This extension does NOT enforce rate limits.** Agents should implement rate limiting independently to protect their resources. This extension provides a communication protocol for sharing usage data (remaining quota, retry timing, etc.) with clients. + +### Key Concepts + +- **Rate limiting enforcement**: Agent's responsibility (always active, independent of extension) +- **Extension purpose**: Communication of usage signals to clients +- **Extension activation**: Client signals "I understand rate limit data, please include it" + +Think of this extension like a dashboard - it doesn't control the car's speed, it just shows you how fast you're going. + +## Why This Matters + +Agents will enforce rate limits whether clients want them to or not - that's resource protection. But without this extension, clients are blind to their usage: + +- ❌ **Without extension**: Client gets "Rate limit exceeded" and must guess when to retry +- βœ… **With extension**: Client sees "45 requests remaining, retry after 15.3s" and can act intelligently + +## Quick Start + +### Agent Side (3 steps) + +```python +from ratelimiter_ext import RateLimitingExtension, TokenBucketLimiter + +# 1. Initialize limiter and extension +self.rate_limiter = TokenBucketLimiter(capacity_multiplier=2.0) +self.rate_limit_ext = RateLimitingExtension() + +# 2. Check rate limit +usage = self.rate_limiter.check_limit(key="user:123", limit=10, window=60) + +# 3. Add usage signals if client requested them +if self.rate_limit_ext.is_activated(context): + self.rate_limit_ext.add_usage_signals(message, usage) +``` + +See [examples/basic_usage.py](examples/basic_usage.py) for a complete implementation. + +### Advertise Extension in AgentCard + +```python +from ratelimiter_ext import RateLimitingExtension + +rate_limit_ext = RateLimitingExtension() +agent_card = rate_limit_ext.add_to_card(agent_card) +``` + +### Client Side: Requesting Usage Signals + +Include the extension URI in the `X-A2A-Extensions` header: + +```text +X-A2A-Extensions: https://github.com/a2aproject/a2a-samples/extensions/ratelimiter/v1 +``` + +## Response Format + +When the extension is activated, responses include usage signals in metadata: + +```json +{ + "message": { + "kind": "message", + "parts": [{"kind": "text", "text": "Hello World"}], + "role": "agent", + "metadata": { + "github.com/a2aproject/a2a-samples/extensions/ratelimiter/v1/result": { + "allowed": true, + "remaining": 45, + "reset_time": 1640995260.0, + "retry_after": 15.3, + "limit_type": "token_bucket" + } + } + } +} +``` + +## Rate Limiting Implementation + +### Included Token Bucket Limiter + +```python +from ratelimiter_ext import TokenBucketLimiter + +limiter = TokenBucketLimiter(capacity_multiplier=2.0) +result = limiter.check_limit("user:123", limit=60, window=60) +``` + +- **Pros**: Simple, no dependencies, good for examples +- **Cons**: In-memory only, not distributed + +### Production Libraries + +For real-world deployments, use battle-tested libraries like: +- `python-limits`: Flexible, multiple backends (Redis, Memcache, etc.) +- `slowapi`: FastAPI integration +- `flask-limiter`: Flask integration + +See [examples/production_patterns.py](examples/production_patterns.py) for advanced patterns including: +- Different limits per user tier +- Client identity extraction from OAuth/API keys +- Redis-backed distributed rate limiting +- Graceful degradation + +## Extension Specification + +### Extension URI +```text +https://github.com/a2aproject/a2a-samples/extensions/ratelimiter/v1 +``` + +### Metadata Schema + +**Field name**: `github.com/a2aproject/a2a-samples/extensions/ratelimiter/v1/result` + +```typescript +{ + allowed: boolean; // Was request allowed? + remaining: number; // Requests remaining in quota + reset_time?: number; // Unix timestamp when quota resets + retry_after?: number; // Seconds to wait before retry (if denied) + limit_type: string; // Algorithm used (e.g., "token_bucket") +} +``` + +## Design Philosophy + +This extension follows A2A protocol principles: + +1. **Extensions are about data, not behavior** + - Extension = communication protocol + - Behavior (enforcement) = agent's responsibility + +2. **Optional client participation** + - Agents enforce limits regardless + - Extension gives clients visibility + - Clients choose whether to receive signals + +3. **Server-driven policies** + - Server determines rate limits (not client) + - Server extracts client identity (OAuth, API keys, etc.) + - Client cannot dictate their own limits + +## Examples + +### Code Patterns (Copy & Adapt) +- **Basic Implementation**: [examples/basic_usage.py](examples/basic_usage.py) - Complete agent executor pattern +- **Production Patterns**: [examples/production_patterns.py](examples/production_patterns.py) - OAuth, Redis, tiered limits, etc. + +### Runnable Demo (Run & Test) +- **HelloWorld with Rate Limiting**: [samples/python/agents/helloworld_with_ratelimiter/](../../agents/helloworld_with_ratelimiter/) - Full working agent server with test scripts + +Start the demo: +```bash +cd samples/python/agents/helloworld_with_ratelimiter +uv run . +``` + +## Production Considerations + +1. **Distributed Systems**: Use Redis or similar for shared state across instances +2. **Persistent Storage**: Survive restarts with persistent backends +3. **Monitoring**: Track rate limit hits, denials, and usage patterns +4. **Security**: Validate client identity with OAuth/API keys, not IP addresses +5. **Graceful Failures**: Allow requests if rate limiter is unavailable +6. **Audit Logging**: Log rate limit violations for security monitoring + +## License + +MIT License - see LICENSE file for details. + +## Contributing + +Contributions are welcome! Please see the main A2A samples repository for contribution guidelines. diff --git a/samples/python/extensions/ratelimiter/examples/basic_usage.py b/samples/python/extensions/ratelimiter/examples/basic_usage.py new file mode 100644 index 00000000..95552ab3 --- /dev/null +++ b/samples/python/extensions/ratelimiter/examples/basic_usage.py @@ -0,0 +1,121 @@ +""" +Basic Usage Example: Rate Limiting Extension + +This example demonstrates how to implement rate limiting in an A2A agent executor +with the rate limiting extension for communicating usage signals to clients. + +Key Points: +- Rate limiting is ALWAYS enforced (protects agent resources) +- Extension is OPTIONALLY activated by clients (provides usage visibility) +- Clients activate by sending X-A2A-Extensions header +""" + +from a2a.server.agent_execution import AgentExecutor, RequestContext +from a2a.server.events import EventQueue +from a2a.types import AgentCard, AgentCapabilities +from a2a.utils import new_agent_text_message +from ratelimiter_ext import RateLimitingExtension, TokenBucketLimiter + + +class MyAgentExecutor(AgentExecutor): + """Example agent executor with rate limiting.""" + + def __init__(self): + # Rate limiter for ENFORCEMENT (always active) + # capacity_multiplier=2.0 allows burst of 2x the rate limit + self.rate_limiter = TokenBucketLimiter(capacity_multiplier=2.0) + + # Extension for COMMUNICATION (activated by client) + self.rate_limit_ext = RateLimitingExtension() + + def _get_client_key(self, context: RequestContext) -> str: + """Extract client identifier for rate limiting. + + In production, use OAuth token, API key, etc. + IP address is used here for simplicity but not recommended for production. + """ + return f"ip:{getattr(context, 'remote_addr', 'unknown')}" + + async def execute(self, context: RequestContext, event_queue: EventQueue): + """Execute agent with rate limiting.""" + + # Step 1: ALWAYS enforce rate limits (regardless of extension activation) + client_key = self._get_client_key(context) + usage = self.rate_limiter.check_limit( + key=client_key, + limit=10, # 10 requests + window=60, # per minute + ) + + # Step 2: If rate limited, return error message + if not usage.allowed: + error_msg = ( + f"Rate limit exceeded. {usage.remaining} requests remaining. " + f"Retry after {usage.retry_after:.1f} seconds." + ) + message = new_agent_text_message(error_msg) + + # Step 3: Add usage signals IF client requested them + if self.rate_limit_ext.is_activated(context): + self.rate_limit_ext.add_usage_signals(message, usage) + + await event_queue.enqueue_event(message) + return + + # Step 4: Process request normally (rate limit not exceeded) + # In a real agent, this would invoke your actual agent logic + result = "Hello! Request processed successfully." + message = new_agent_text_message(result) + + # Step 5: Add usage signals IF client requested them (success case) + if self.rate_limit_ext.is_activated(context): + self.rate_limit_ext.add_usage_signals(message, usage) + + await event_queue.enqueue_event(message) + + +def create_agent_card() -> AgentCard: + """Create agent card advertising rate limiting extension capability.""" + + # Create base agent card + agent_card = AgentCard( + name="My Agent", + description="An agent with rate limiting", + url="http://localhost:9999/", + capabilities=AgentCapabilities(streaming=True), + ) + + # Add rate limiting extension to advertise capability + rate_limit_ext = RateLimitingExtension() + agent_card = rate_limit_ext.add_to_card(agent_card) + + return agent_card + + +# Example of how responses differ with/without extension activation: + +""" +WITHOUT EXTENSION (client doesn't send X-A2A-Extensions header): +- Rate limiting still happens (agent protection) +- Client gets error message but no structured usage data +- Response: {"message": {"parts": [{"text": "Rate limit exceeded..."}]}} + +WITH EXTENSION (client sends X-A2A-Extensions header): +- Same rate limiting enforcement +- Client gets error message AND structured usage data +- Response includes metadata: + { + "message": { + "parts": [{"text": "Rate limit exceeded..."}], + "metadata": { + "github.com/a2aproject/a2a-samples/extensions/ratelimiter/v1/result": { + "allowed": false, + "remaining": 0, + "retry_after": 15.3, + "reset_time": 1640995275.3, + "limit_type": "token_bucket" + } + } + } + } +""" diff --git a/samples/python/extensions/ratelimiter/examples/production_patterns.py b/samples/python/extensions/ratelimiter/examples/production_patterns.py new file mode 100644 index 00000000..a4df93f3 --- /dev/null +++ b/samples/python/extensions/ratelimiter/examples/production_patterns.py @@ -0,0 +1,332 @@ +""" +Production Patterns: Advanced Rate Limiting Examples + +This file demonstrates production-ready patterns for rate limiting in A2A agents: +1. Different limits per user tier +2. Client identity extraction from OAuth/API keys +3. Redis-backed distributed rate limiting +4. Graceful degradation +""" + +import logging +from typing import Dict + +from a2a.server.agent_execution import AgentExecutor, RequestContext +from a2a.server.events import EventQueue +from a2a.utils import new_agent_text_message +from ratelimiter_ext import RateLimitingExtension, RateLimitResult + +# Optional: Import production rate limiting library +# Uncomment if using python-limits for production +# from limits import RateLimitItemPerSecond +# from limits.storage import RedisStorage +# from limits.strategies import MovingWindowRateLimiter + + +# ============================================================================ +# Pattern 1: Different Limits per User Tier +# ============================================================================ + + +class TieredRateLimitExecutor(AgentExecutor): + """Agent with different rate limits based on user tier.""" + + def __init__(self): + from ratelimiter_ext import TokenBucketLimiter + + self.rate_limiter = TokenBucketLimiter(capacity_multiplier=2.0) + self.rate_limit_ext = RateLimitingExtension() + + def _extract_user_tier(self, context: RequestContext) -> str: + """Extract user tier from authentication context. + + In production, this would come from: + - OAuth token claims + - API key lookup in database + - Session data + """ + # Example: Parse from OAuth token + # token = self._verify_oauth_token(context) + # return token.get('tier', 'free') + + # Placeholder for example + return "free" + + def get_client_limits(self, context: RequestContext) -> Dict[str, int]: + """Get rate limits based on user's tier.""" + tier = self._extract_user_tier(context) + + limits = { + "free": {"limit": 10, "window": 60}, # 10 req/min + "premium": {"limit": 100, "window": 60}, # 100 req/min + "enterprise": {"limit": 1000, "window": 60}, # 1000 req/min + } + + return limits.get(tier, limits["free"]) + + async def execute(self, context: RequestContext, event_queue: EventQueue): + """Execute with tiered rate limiting.""" + client_key = self._get_client_key(context) + limits = self.get_client_limits(context) + + usage = self.rate_limiter.check_limit(key=client_key, limit=limits["limit"], window=limits["window"]) + + if not usage.allowed: + message = new_agent_text_message( + f"Rate limit exceeded for your tier. Retry after {usage.retry_after:.1f}s." + ) + if self.rate_limit_ext.is_activated(context): + self.rate_limit_ext.add_usage_signals(message, usage) + await event_queue.enqueue_event(message) + return + + # Process request... + result = "Request processed" + message = new_agent_text_message(result) + if self.rate_limit_ext.is_activated(context): + self.rate_limit_ext.add_usage_signals(message, usage) + await event_queue.enqueue_event(message) + + def _get_client_key(self, context: RequestContext) -> str: + """Extract client identifier.""" + return f"ip:{getattr(context, 'remote_addr', 'unknown')}" + + +# ============================================================================ +# Pattern 2: Client Identity Extraction (OAuth/API Keys) +# ============================================================================ + + +class SecureIdentityExtractor(AgentExecutor): + """Agent with secure client identity extraction.""" + + def _get_client_key(self, context: RequestContext) -> str: + """Extract client identifier from auth context. + + Priority: + 1. OAuth token (most secure) + 2. API key (good for service-to-service) + 3. IP address (fallback, not recommended for production) + """ + + # Option 1: Extract from OAuth token + auth_header = getattr(context, "authorization", None) + if auth_header and auth_header.startswith("Bearer "): + token = self._verify_oauth_token(auth_header) + if token: + return f"user:{token.get('user_id', 'unknown')}" + + # Option 2: Extract from API key + api_key = getattr(context, "x_api_key", None) + if api_key: + # Verify API key and get associated client ID + client_id = self._verify_api_key(api_key) + if client_id: + return f"api_key:{client_id}" + + # Option 3: Fallback to IP address (not recommended for production) + # Consider blocking or using very restrictive limits for unidentified clients + remote_addr = getattr(context, "remote_addr", "unknown") + logging.warning(f"Unidentified client from {remote_addr}, using IP-based rate limit") + return f"ip:{remote_addr}" + + def _verify_oauth_token(self, auth_header: str) -> dict: + """Verify OAuth token and return claims. + + In production, use a library like: + - python-jose for JWT verification + - authlib for OAuth client + """ + # Placeholder - implement actual token verification + # from jose import jwt + # token = auth_header.replace('Bearer ', '') + # return jwt.decode(token, SECRET_KEY, algorithms=['RS256']) + return {} + + def _verify_api_key(self, api_key: str) -> str: + """Verify API key and return client ID. + + In production: + - Look up API key in database + - Check if key is active/not expired + - Return associated client/account ID + """ + # Placeholder - implement actual API key verification + return None + + +# ============================================================================ +# Pattern 3: Redis-Backed Distributed Rate Limiting +# ============================================================================ + + +class DistributedRateLimitExecutor(AgentExecutor): + """Agent with Redis-backed distributed rate limiting. + + Use this pattern when running multiple agent instances that need to + share rate limit state. + """ + + def __init__(self, redis_url: str = "redis://localhost:6379"): + """Initialize with Redis storage. + + Requires: pip install limits redis + """ + # Uncomment for production use: + # from limits import RateLimitItemPerSecond + # from limits.storage import RedisStorage + # from limits.strategies import MovingWindowRateLimiter + # + # storage = RedisStorage(redis_url) + # self.limiter = MovingWindowRateLimiter(storage) + # self.rate_limit = RateLimitItemPerSecond(10, 1) # 10 per second + + self.rate_limit_ext = RateLimitingExtension() + + async def execute(self, context: RequestContext, event_queue: EventQueue): + """Execute with distributed rate limiting.""" + # Check rate limit using python-limits library + # Uncomment for production use: + # client_key = self._get_client_key(context) + # if not self.limiter.hit(self.rate_limit, client_key): + # # Rate limited + # message = new_agent_text_message("Rate limit exceeded") + # await event_queue.enqueue_event(message) + # return + + # Process request... + pass + + def _get_client_key(self, context: RequestContext) -> str: + """Extract client identifier.""" + return f"ip:{getattr(context, 'remote_addr', 'unknown')}" + + +# ============================================================================ +# Pattern 4: Graceful Degradation +# ============================================================================ + + +class GracefulDegradationExecutor(AgentExecutor): + """Agent with graceful degradation if rate limiter fails. + + Philosophy: Better to allow requests than block everything if rate + limiter is unavailable (Redis down, etc.) + """ + + def __init__(self): + from ratelimiter_ext import TokenBucketLimiter + + self.rate_limiter = TokenBucketLimiter(capacity_multiplier=2.0) + self.rate_limit_ext = RateLimitingExtension() + self.logger = logging.getLogger(__name__) + + async def execute(self, context: RequestContext, event_queue: EventQueue): + """Execute with graceful degradation.""" + client_key = self._get_client_key(context) + + # Try to check rate limit, but don't fail if limiter is unavailable + try: + usage = self.rate_limiter.check_limit(key=client_key, limit=10, window=60) + except Exception as e: + # Log error but allow request to proceed + self.logger.error(f"Rate limiter error: {e}", exc_info=True) + + # Create a permissive usage result + usage = RateLimitResult(allowed=True, remaining=0, limit_type="degraded") + + # Optionally: Track degraded mode for monitoring + self.logger.warning(f"Rate limiter in degraded mode for client {client_key}") + + # Continue with normal flow + if not usage.allowed: + message = new_agent_text_message(f"Rate limit exceeded. Retry after {usage.retry_after:.1f}s.") + if self.rate_limit_ext.is_activated(context): + self.rate_limit_ext.add_usage_signals(message, usage) + await event_queue.enqueue_event(message) + return + + # Process request... + result = "Request processed" + message = new_agent_text_message(result) + if self.rate_limit_ext.is_activated(context): + self.rate_limit_ext.add_usage_signals(message, usage) + await event_queue.enqueue_event(message) + + def _get_client_key(self, context: RequestContext) -> str: + """Extract client identifier.""" + return f"ip:{getattr(context, 'remote_addr', 'unknown')}" + + +# ============================================================================ +# Pattern 5: Multiple Rate Limit Windows +# ============================================================================ + + +class MultiWindowRateLimitExecutor(AgentExecutor): + """Agent with multiple rate limit windows (per-second, per-minute, per-hour).""" + + def __init__(self): + from ratelimiter_ext import TokenBucketLimiter + + self.rate_limiter = TokenBucketLimiter(capacity_multiplier=2.0) + self.rate_limit_ext = RateLimitingExtension() + + async def execute(self, context: RequestContext, event_queue: EventQueue): + """Execute with multiple rate limit windows.""" + client_key = self._get_client_key(context) + + # Check multiple rate limit windows + limits = [ + (10, 1), # 10 per second + (100, 60), # 100 per minute + (1000, 3600), # 1000 per hour + ] + + for limit, window in limits: + usage = self.rate_limiter.check_limit(key=f"{client_key}:{window}", limit=limit, window=window) + + if not usage.allowed: + window_name = f"{window}s" if window < 60 else f"{window // 60}m" + message = new_agent_text_message( + f"Rate limit exceeded ({limit}/{window_name}). Retry after {usage.retry_after:.1f}s." + ) + if self.rate_limit_ext.is_activated(context): + self.rate_limit_ext.add_usage_signals(message, usage) + await event_queue.enqueue_event(message) + return + + # All rate limits passed, process request... + result = "Request processed" + message = new_agent_text_message(result) + await event_queue.enqueue_event(message) + + def _get_client_key(self, context: RequestContext) -> str: + """Extract client identifier.""" + return f"ip:{getattr(context, 'remote_addr', 'unknown')}" + + +# ============================================================================ +# Summary +# ============================================================================ + +""" +Production Deployment Checklist: + +1. βœ“ Use secure client identification (OAuth tokens, API keys) +2. βœ“ Implement tiered rate limits based on subscription/plan +3. βœ“ Use distributed rate limiting (Redis) for multi-instance deployments +4. βœ“ Add graceful degradation to prevent total service outage +5. βœ“ Log rate limit violations for security monitoring +6. βœ“ Monitor rate limit hit rates and adjust limits accordingly +7. βœ“ Use persistent storage (Redis) to survive restarts +8. βœ“ Consider multiple time windows (second, minute, hour, day) +9. βœ“ Add metrics/observability for rate limit performance +10. βœ“ Document rate limits in your API documentation + +Recommended Libraries: +- python-limits: Feature-rich, supports multiple backends +- slowapi: FastAPI integration with clean decorators +- flask-limiter: Flask integration +- redis-py: Direct Redis integration for custom implementations +""" diff --git a/samples/python/extensions/ratelimiter/pyproject.toml b/samples/python/extensions/ratelimiter/pyproject.toml new file mode 100644 index 00000000..49c5ae92 --- /dev/null +++ b/samples/python/extensions/ratelimiter/pyproject.toml @@ -0,0 +1,161 @@ +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[project] +name = "ratelimiter-ext" +dynamic = ["version"] +description = "Rate limiting extension for A2A protocol agents" +readme = "README.md" +requires-python = ">=3.10" +license = "MIT" +keywords = ["a2a", "rate-limiting", "agent", "extension"] +authors = [ + { name = "A2A Community", email = "community@a2a-protocol.org" }, +] +classifiers = [ + "Development Status :: 4 - Beta", + "Programming Language :: Python", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: Implementation :: CPython", + "Programming Language :: Python :: Implementation :: PyPy", +] +dependencies = [ + "a2a", +] + +[project.urls] +Documentation = "https://github.com/a2aproject/a2a-samples#readme" +Issues = "https://github.com/a2aproject/a2a-samples/issues" +Source = "https://github.com/a2aproject/a2a-samples" + +[tool.hatch.version] +path = "src/ratelimiter_ext/__init__.py" + +[tool.hatch.envs.default] +dependencies = [ + "coverage[toml]>=6.5", + "pytest", +] +[tool.hatch.envs.default.scripts] +test = "pytest {args:tests}" +test-cov = "coverage run -m pytest {args:tests}" +cov-report = [ + "- coverage combine", + "coverage report", +] +cov-html = [ + "- coverage combine", + "coverage html", +] +cov = [ + "test-cov", + "cov-report", +] + +[[tool.hatch.envs.all.matrix]] +python = ["3.10", "3.11", "3.12"] + +[tool.hatch.envs.lint] +detached = true +dependencies = [ + "black>=23.1.0", + "mypy>=1.0.0", + "ruff>=0.0.243", +] +[tool.hatch.envs.lint.scripts] +typing = "mypy --install-types --non-interactive {args:src/ratelimiter_ext tests}" +style = [ + "ruff {args:.}", + "black --check --diff {args:.}", +] +fmt = [ + "black {args:.}", + "ruff --fix {args:.}", + "style", +] +all = [ + "style", + "typing", +] + +[tool.black] +target-version = ["py310"] +line-length = 120 +skip-string-normalization = true + +[tool.ruff] +target-version = "py310" +line-length = 120 +select = [ + "A", + "ARG", + "B", + "C", + "DTZ", + "E", + "EM", + "F", + "FBT", + "I", + "ICN", + "ISC", + "N", + "PLC", + "PLE", + "PLR", + "PLW", + "Q", + "RUF", + "S", + "T", + "TID", + "UP", + "W", + "YTT", +] +ignore = [ + # Allow non-abstract empty methods in abstract base classes + "B027", + # Allow boolean positional values in function calls, like `dict.get(... True)` + "FBT003", + # Ignore checks for possible passwords + "S105", "S106", "S107", + # Ignore complexity + "C901", "PLR0911", "PLR0912", "PLR0913", "PLR0915", +] +unfixable = [ + # Don't touch unused imports + "F401", +] + +[tool.ruff.isort] +known-first-party = ["ratelimiter_ext"] + +[tool.ruff.flake8-tidy-imports] +ban-relative-imports = "all" + +[tool.ruff.per-file-ignores] +# Tests can use magic values, assertions, and relative imports +"tests/**/*" = ["PLR2004", "S101", "TID252"] + +[tool.coverage.run] +source_pkgs = ["ratelimiter_ext", "tests"] +branch = true +parallel = true +omit = [ + "src/ratelimiter_ext/__about__.py", +] + +[tool.coverage.paths] +ratelimiter_ext = ["src/ratelimiter_ext", "*/ratelimiter-ext/src/ratelimiter_ext"] +tests = ["tests", "*/ratelimiter-ext/tests"] + +[tool.coverage.report] +exclude_lines = [ + "no cov", + "if __name__ == .__main__.:", + "if TYPE_CHECKING:", +] \ No newline at end of file diff --git a/samples/python/extensions/ratelimiter/src/ratelimiter_ext/__init__.py b/samples/python/extensions/ratelimiter/src/ratelimiter_ext/__init__.py new file mode 100644 index 00000000..06d455fa --- /dev/null +++ b/samples/python/extensions/ratelimiter/src/ratelimiter_ext/__init__.py @@ -0,0 +1,167 @@ +"""Rate Limiting Usage Signals Extension for A2A Protocol. + +This extension defines a standard way for A2A agents to communicate rate limiting +information to clients. The extension does NOT enforce rate limits - agents should +implement rate limiting independently. Instead, this extension provides a protocol +for sharing usage data (remaining quota, retry timing, etc.) with clients. + +Key Concepts: + - Rate limiting enforcement: Agent's responsibility (always active) + - Extension purpose: Communication of usage signals to clients + - Extension activation: Signal from client saying "I want usage info" + +For rate limiting enforcement, use the TokenBucketLimiter or your own rate limiter. +This extension only handles communication of that state back to the client. +""" + +__version__ = "0.1.0" + +from a2a.extensions.common import find_extension_by_uri +from a2a.server.agent_execution import RequestContext +from a2a.types import ( + AgentCard, + AgentExtension, + Message, +) + +from ratelimiter_ext.limiters import ( + RateLimitResult, + TokenBucketLimiter, +) + +_CORE_PATH = "github.com/a2aproject/a2a-samples/extensions/ratelimiter/v1" +URI = f"https://{_CORE_PATH}" +RATE_LIMIT_RESULT_FIELD = f"{_CORE_PATH}/result" + + +class RateLimitingExtension: + """A2A Rate Limiting Usage Signals Extension. + + This extension provides a standard protocol for agents to communicate rate + limiting information to clients. It does NOT enforce rate limits - that is + the agent's responsibility. + + Purpose: + - Communicate rate limit usage to clients + - Provide visibility into remaining quota + - Inform clients when to retry + + NOT in scope: + - Enforcing rate limits (agent does this) + - Determining rate limit policies (agent does this) + - Client-side rate limiting + + Example Usage: + # In your agent executor __init__: + self.rate_limit_ext = RateLimitingExtension() + self.rate_limiter = TokenBucketLimiter() # For enforcement + + # In your agent executor execute(): + # 1. Always enforce rate limits + usage = self.rate_limiter.check_limit(client_key, limit, window) + if not usage.allowed: + message = new_agent_text_message("Rate limit exceeded") + # 2. Add signals if client requested them + if self.rate_limit_ext.is_activated(context): + self.rate_limit_ext.add_usage_signals(message, usage) + await event_queue.enqueue_event(message) + return + + # 3. Process request normally + result = await self.agent.invoke() + message = new_agent_text_message(result) + + # 4. Add signals if client requested them + if self.rate_limit_ext.is_activated(context): + self.rate_limit_ext.add_usage_signals(message, usage) + + await event_queue.enqueue_event(message) + """ + + def __init__(self): + """Initialize the rate limiting extension. + + No configuration needed - this extension only handles communication, + not enforcement. + """ + pass + + def agent_extension(self) -> AgentExtension: + """Get the AgentExtension metadata for this extension.""" + return AgentExtension( + uri=URI, + description="Communicates rate limit usage signals to clients.", + ) + + def add_to_card(self, card: AgentCard) -> AgentCard: + """Add this extension to an AgentCard. + + This advertises that the agent supports communicating rate limit + information to clients that request it. + + Args: + card: The AgentCard to add the extension to + + Returns: + Updated AgentCard with extension added + """ + if not self.is_supported(card): + if card.capabilities.extensions is None: + card.capabilities.extensions = [] + card.capabilities.extensions.append(self.agent_extension()) + return card + + def is_supported(self, card: AgentCard | None) -> bool: + """Check if this extension is advertised in the AgentCard. + + Args: + card: The AgentCard to check + + Returns: + True if extension is supported, False otherwise + """ + if card: + return find_extension_by_uri(card, URI) is not None + return False + + def is_activated(self, context: RequestContext) -> bool: + """Check if client requested rate limit usage signals. + + The extension is activated when the client includes it in the + X-A2A-Extensions header, indicating they want to receive usage + information in responses. + + Args: + context: The request context + + Returns: + True if client wants usage signals, False otherwise + """ + if URI in context.requested_extensions: + context.add_activated_extension(URI) + return True + return False + + def add_usage_signals(self, message: Message, usage: RateLimitResult) -> None: + """Add rate limit usage information to message metadata. + + This should only be called if the client activated the extension + (use is_activated() to check). + + Args: + message: The message to add usage signals to + usage: The rate limit usage information to include + """ + if message.metadata is None: + message.metadata = {} + + message.metadata[RATE_LIMIT_RESULT_FIELD] = usage.to_dict() + + +__all__ = [ + "RATE_LIMIT_RESULT_FIELD", + "URI", + "RateLimitResult", + "RateLimitingExtension", + "TokenBucketLimiter", +] diff --git a/samples/python/extensions/ratelimiter/src/ratelimiter_ext/limiters.py b/samples/python/extensions/ratelimiter/src/ratelimiter_ext/limiters.py new file mode 100644 index 00000000..de7c4442 --- /dev/null +++ b/samples/python/extensions/ratelimiter/src/ratelimiter_ext/limiters.py @@ -0,0 +1,157 @@ +"""Rate limiting implementation using Token Bucket algorithm. + +This module provides a simple, production-ready rate limiting implementation +for A2A agents. For more sophisticated rate limiting needs, consider using +battle-tested libraries like python-limits, slowapi, or similar. +""" + +import time +from dataclasses import dataclass +from threading import Lock +from typing import Any + + +@dataclass +class RateLimitResult: + """Result of a rate limit check. + + This data structure is used to communicate rate limit status both + internally (for enforcement) and externally (via extension metadata). + """ + + allowed: bool + remaining: int = 0 + reset_time: float | None = None + retry_after: float | None = None + limit_type: str = "token_bucket" + + def to_dict(self) -> dict[str, Any]: + """Convert to dictionary for metadata serialization.""" + return { + "allowed": self.allowed, + "remaining": self.remaining, + "reset_time": self.reset_time, + "retry_after": self.retry_after, + "limit_type": self.limit_type, + } + + +class TokenBucketLimiter: + """Token bucket rate limiting algorithm. + + This algorithm allows for burst traffic up to bucket capacity while + maintaining steady-state rate limiting through token refill. + + The token bucket is a good general-purpose algorithm that: + - Allows controlled bursts of traffic + - Maintains fair long-term rate limits + - Is memory efficient (stores only token count per key) + - Handles variable request rates well + + For production use, consider: + - Using a distributed rate limiter (Redis-based) for multi-instance deployments + - Implementing persistent storage for rate limit state + - Using battle-tested libraries like python-limits or slowapi + + Example: + limiter = TokenBucketLimiter(capacity_multiplier=2.0) + result = limiter.check_limit("user:123", limit=60, window=60) + if result.allowed: + # Process request + pass + else: + # Return error with result.retry_after + pass + """ + + def __init__(self, capacity_multiplier: float = 2.0): + """Initialize token bucket limiter. + + Args: + capacity_multiplier: How much larger bucket is than rate limit. + For example, with limit=10 and multiplier=2.0, bucket capacity is 20. + This allows for burst traffic up to 20 requests before rate limiting. + """ + self.capacity_multiplier = capacity_multiplier + self.buckets: dict[str, dict[str, Any]] = {} + self._lock = Lock() + + def check_limit(self, key: str, limit: int, window: int) -> RateLimitResult: + """Check if request should be allowed under current rate limit. + + This method is thread-safe and can be called concurrently. + + Args: + key: Unique identifier for rate limiting (e.g., "user:123", "ip:1.2.3.4") + limit: Maximum number of requests allowed + window: Time window in seconds + + Returns: + RateLimitResult with allowed status and metadata + """ + now = time.time() + rate = limit / window # tokens per second + capacity = int(limit * self.capacity_multiplier) + + with self._lock: + if key not in self.buckets: + self.buckets[key] = { + "tokens": capacity, + "last_update": now, + } + + bucket = self.buckets[key] + + # Refill tokens based on time elapsed + time_elapsed = now - bucket["last_update"] + tokens_to_add = time_elapsed * rate + bucket["tokens"] = min(capacity, bucket["tokens"] + tokens_to_add) + bucket["last_update"] = now + + if bucket["tokens"] >= 1: + # Request allowed - consume one token + bucket["tokens"] -= 1 + + # Calculate when bucket will reach full capacity + time_to_full = (capacity - bucket["tokens"]) / rate + reset_time = now + time_to_full if time_to_full > 0 else now + + return RateLimitResult( + allowed=True, + remaining=int(bucket["tokens"]), + reset_time=reset_time, + limit_type="token_bucket", + ) + else: + # Request denied - calculate retry time + retry_after = (1 - bucket["tokens"]) / rate + + # Calculate when bucket will have enough tokens for next request + time_to_full = (capacity - bucket["tokens"]) / rate + reset_time = now + time_to_full if time_to_full > 0 else now + + return RateLimitResult( + allowed=False, + remaining=0, + retry_after=retry_after, + reset_time=reset_time, + limit_type="token_bucket", + ) + + def reset(self, key: str) -> None: + """Reset rate limit state for a specific key. + + This is useful for testing or administrative operations. + + Args: + key: The rate limit key to reset + """ + with self._lock: + if key in self.buckets: + del self.buckets[key] + + +__all__ = [ + "RateLimitResult", + "TokenBucketLimiter", +] diff --git a/samples/python/extensions/ratelimiter/src/ratelimiter_ext/py.typed b/samples/python/extensions/ratelimiter/src/ratelimiter_ext/py.typed new file mode 100644 index 00000000..e69de29b