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crewAI/lib/crewai/src/crewai/a2a/utils/agent_card.py
Greyson LaLonde ceef062426
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feat: add additional a2a events and enrich event metadata
2026-01-16 16:57:31 -05:00

514 lines
16 KiB
Python

"""AgentCard utilities for A2A client and server operations."""
from __future__ import annotations
import asyncio
from collections.abc import MutableMapping
from functools import lru_cache
import time
from types import MethodType
from typing import TYPE_CHECKING
from a2a.client.errors import A2AClientHTTPError
from a2a.types import AgentCapabilities, AgentCard, AgentSkill
from aiocache import cached # type: ignore[import-untyped]
from aiocache.serializers import PickleSerializer # type: ignore[import-untyped]
import httpx
from crewai.a2a.auth.schemas import APIKeyAuth, HTTPDigestAuth
from crewai.a2a.auth.utils import (
_auth_store,
configure_auth_client,
retry_on_401,
)
from crewai.a2a.config import A2AServerConfig
from crewai.crew import Crew
from crewai.events.event_bus import crewai_event_bus
from crewai.events.types.a2a_events import (
A2AAgentCardFetchedEvent,
A2AAuthenticationFailedEvent,
A2AConnectionErrorEvent,
)
if TYPE_CHECKING:
from crewai.a2a.auth.schemas import AuthScheme
from crewai.agent import Agent
from crewai.task import Task
def _get_server_config(agent: Agent) -> A2AServerConfig | None:
"""Get A2AServerConfig from an agent's a2a configuration.
Args:
agent: The Agent instance to check.
Returns:
A2AServerConfig if present, None otherwise.
"""
if agent.a2a is None:
return None
if isinstance(agent.a2a, A2AServerConfig):
return agent.a2a
if isinstance(agent.a2a, list):
for config in agent.a2a:
if isinstance(config, A2AServerConfig):
return config
return None
def fetch_agent_card(
endpoint: str,
auth: AuthScheme | None = None,
timeout: int = 30,
use_cache: bool = True,
cache_ttl: int = 300,
) -> AgentCard:
"""Fetch AgentCard from an A2A endpoint with optional caching.
Args:
endpoint: A2A agent endpoint URL (AgentCard URL).
auth: Optional AuthScheme for authentication.
timeout: Request timeout in seconds.
use_cache: Whether to use caching (default True).
cache_ttl: Cache TTL in seconds (default 300 = 5 minutes).
Returns:
AgentCard object with agent capabilities and skills.
Raises:
httpx.HTTPStatusError: If the request fails.
A2AClientHTTPError: If authentication fails.
"""
if use_cache:
if auth:
auth_data = auth.model_dump_json(
exclude={
"_access_token",
"_token_expires_at",
"_refresh_token",
"_authorization_callback",
}
)
auth_hash = hash((type(auth).__name__, auth_data))
else:
auth_hash = 0
_auth_store[auth_hash] = auth
ttl_hash = int(time.time() // cache_ttl)
return _fetch_agent_card_cached(endpoint, auth_hash, timeout, ttl_hash)
loop = asyncio.new_event_loop()
asyncio.set_event_loop(loop)
try:
return loop.run_until_complete(
afetch_agent_card(endpoint=endpoint, auth=auth, timeout=timeout)
)
finally:
loop.close()
async def afetch_agent_card(
endpoint: str,
auth: AuthScheme | None = None,
timeout: int = 30,
use_cache: bool = True,
) -> AgentCard:
"""Fetch AgentCard from an A2A endpoint asynchronously.
Native async implementation. Use this when running in an async context.
Args:
endpoint: A2A agent endpoint URL (AgentCard URL).
auth: Optional AuthScheme for authentication.
timeout: Request timeout in seconds.
use_cache: Whether to use caching (default True).
Returns:
AgentCard object with agent capabilities and skills.
Raises:
httpx.HTTPStatusError: If the request fails.
A2AClientHTTPError: If authentication fails.
"""
if use_cache:
if auth:
auth_data = auth.model_dump_json(
exclude={
"_access_token",
"_token_expires_at",
"_refresh_token",
"_authorization_callback",
}
)
auth_hash = hash((type(auth).__name__, auth_data))
else:
auth_hash = 0
_auth_store[auth_hash] = auth
agent_card: AgentCard = await _afetch_agent_card_cached(
endpoint, auth_hash, timeout
)
return agent_card
return await _afetch_agent_card_impl(endpoint=endpoint, auth=auth, timeout=timeout)
@lru_cache()
def _fetch_agent_card_cached(
endpoint: str,
auth_hash: int,
timeout: int,
_ttl_hash: int,
) -> AgentCard:
"""Cached sync version of fetch_agent_card."""
auth = _auth_store.get(auth_hash)
loop = asyncio.new_event_loop()
asyncio.set_event_loop(loop)
try:
return loop.run_until_complete(
_afetch_agent_card_impl(endpoint=endpoint, auth=auth, timeout=timeout)
)
finally:
loop.close()
@cached(ttl=300, serializer=PickleSerializer()) # type: ignore[untyped-decorator]
async def _afetch_agent_card_cached(
endpoint: str,
auth_hash: int,
timeout: int,
) -> AgentCard:
"""Cached async implementation of AgentCard fetching."""
auth = _auth_store.get(auth_hash)
return await _afetch_agent_card_impl(endpoint=endpoint, auth=auth, timeout=timeout)
async def _afetch_agent_card_impl(
endpoint: str,
auth: AuthScheme | None,
timeout: int,
) -> AgentCard:
"""Internal async implementation of AgentCard fetching."""
start_time = time.perf_counter()
if "/.well-known/agent-card.json" in endpoint:
base_url = endpoint.replace("/.well-known/agent-card.json", "")
agent_card_path = "/.well-known/agent-card.json"
else:
url_parts = endpoint.split("/", 3)
base_url = f"{url_parts[0]}//{url_parts[2]}"
agent_card_path = f"/{url_parts[3]}" if len(url_parts) > 3 else "/"
headers: MutableMapping[str, str] = {}
if auth:
async with httpx.AsyncClient(timeout=timeout) as temp_auth_client:
if isinstance(auth, (HTTPDigestAuth, APIKeyAuth)):
configure_auth_client(auth, temp_auth_client)
headers = await auth.apply_auth(temp_auth_client, {})
async with httpx.AsyncClient(timeout=timeout, headers=headers) as temp_client:
if auth and isinstance(auth, (HTTPDigestAuth, APIKeyAuth)):
configure_auth_client(auth, temp_client)
agent_card_url = f"{base_url}{agent_card_path}"
async def _fetch_agent_card_request() -> httpx.Response:
return await temp_client.get(agent_card_url)
try:
response = await retry_on_401(
request_func=_fetch_agent_card_request,
auth_scheme=auth,
client=temp_client,
headers=temp_client.headers,
max_retries=2,
)
response.raise_for_status()
agent_card = AgentCard.model_validate(response.json())
fetch_time_ms = (time.perf_counter() - start_time) * 1000
agent_card_dict = agent_card.model_dump(exclude_none=True)
crewai_event_bus.emit(
None,
A2AAgentCardFetchedEvent(
endpoint=endpoint,
a2a_agent_name=agent_card.name,
agent_card=agent_card_dict,
protocol_version=agent_card.protocol_version,
provider=agent_card_dict.get("provider"),
cached=False,
fetch_time_ms=fetch_time_ms,
),
)
return agent_card
except httpx.HTTPStatusError as e:
elapsed_ms = (time.perf_counter() - start_time) * 1000
response_body = e.response.text[:1000] if e.response.text else None
if e.response.status_code == 401:
error_details = ["Authentication failed"]
www_auth = e.response.headers.get("WWW-Authenticate")
if www_auth:
error_details.append(f"WWW-Authenticate: {www_auth}")
if not auth:
error_details.append("No auth scheme provided")
msg = " | ".join(error_details)
auth_type = type(auth).__name__ if auth else None
crewai_event_bus.emit(
None,
A2AAuthenticationFailedEvent(
endpoint=endpoint,
auth_type=auth_type,
error=msg,
status_code=401,
metadata={
"elapsed_ms": elapsed_ms,
"response_body": response_body,
"www_authenticate": www_auth,
"request_url": str(e.request.url),
},
),
)
raise A2AClientHTTPError(401, msg) from e
crewai_event_bus.emit(
None,
A2AConnectionErrorEvent(
endpoint=endpoint,
error=str(e),
error_type="http_error",
status_code=e.response.status_code,
operation="fetch_agent_card",
metadata={
"elapsed_ms": elapsed_ms,
"response_body": response_body,
"request_url": str(e.request.url),
},
),
)
raise
except httpx.TimeoutException as e:
elapsed_ms = (time.perf_counter() - start_time) * 1000
crewai_event_bus.emit(
None,
A2AConnectionErrorEvent(
endpoint=endpoint,
error=str(e),
error_type="timeout",
operation="fetch_agent_card",
metadata={
"elapsed_ms": elapsed_ms,
"timeout_config": timeout,
"request_url": str(e.request.url) if e.request else None,
},
),
)
raise
except httpx.ConnectError as e:
elapsed_ms = (time.perf_counter() - start_time) * 1000
crewai_event_bus.emit(
None,
A2AConnectionErrorEvent(
endpoint=endpoint,
error=str(e),
error_type="connection_error",
operation="fetch_agent_card",
metadata={
"elapsed_ms": elapsed_ms,
"request_url": str(e.request.url) if e.request else None,
},
),
)
raise
except httpx.RequestError as e:
elapsed_ms = (time.perf_counter() - start_time) * 1000
crewai_event_bus.emit(
None,
A2AConnectionErrorEvent(
endpoint=endpoint,
error=str(e),
error_type="request_error",
operation="fetch_agent_card",
metadata={
"elapsed_ms": elapsed_ms,
"request_url": str(e.request.url) if e.request else None,
},
),
)
raise
def _task_to_skill(task: Task) -> AgentSkill:
"""Convert a CrewAI Task to an A2A AgentSkill.
Args:
task: The CrewAI Task to convert.
Returns:
AgentSkill representing the task's capability.
"""
task_name = task.name or task.description[:50]
task_id = task_name.lower().replace(" ", "_")
tags: list[str] = []
if task.agent:
tags.append(task.agent.role.lower().replace(" ", "-"))
return AgentSkill(
id=task_id,
name=task_name,
description=task.description,
tags=tags,
examples=[task.expected_output] if task.expected_output else None,
)
def _tool_to_skill(tool_name: str, tool_description: str) -> AgentSkill:
"""Convert an Agent's tool to an A2A AgentSkill.
Args:
tool_name: Name of the tool.
tool_description: Description of what the tool does.
Returns:
AgentSkill representing the tool's capability.
"""
tool_id = tool_name.lower().replace(" ", "_")
return AgentSkill(
id=tool_id,
name=tool_name,
description=tool_description,
tags=[tool_name.lower().replace(" ", "-")],
)
def _crew_to_agent_card(crew: Crew, url: str) -> AgentCard:
"""Generate an A2A AgentCard from a Crew instance.
Args:
crew: The Crew instance to generate a card for.
url: The base URL where this crew will be exposed.
Returns:
AgentCard describing the crew's capabilities.
"""
crew_name = getattr(crew, "name", None) or crew.__class__.__name__
description_parts: list[str] = []
crew_description = getattr(crew, "description", None)
if crew_description:
description_parts.append(crew_description)
else:
agent_roles = [agent.role for agent in crew.agents]
description_parts.append(
f"A crew of {len(crew.agents)} agents: {', '.join(agent_roles)}"
)
skills = [_task_to_skill(task) for task in crew.tasks]
return AgentCard(
name=crew_name,
description=" ".join(description_parts),
url=url,
version="1.0.0",
capabilities=AgentCapabilities(
streaming=True,
push_notifications=True,
),
default_input_modes=["text/plain", "application/json"],
default_output_modes=["text/plain", "application/json"],
skills=skills,
)
def _agent_to_agent_card(agent: Agent, url: str) -> AgentCard:
"""Generate an A2A AgentCard from an Agent instance.
Uses A2AServerConfig values when available, falling back to agent properties.
Args:
agent: The Agent instance to generate a card for.
url: The base URL where this agent will be exposed.
Returns:
AgentCard describing the agent's capabilities.
"""
server_config = _get_server_config(agent) or A2AServerConfig()
name = server_config.name or agent.role
description_parts = [agent.goal]
if agent.backstory:
description_parts.append(agent.backstory)
description = server_config.description or " ".join(description_parts)
skills: list[AgentSkill] = (
server_config.skills.copy() if server_config.skills else []
)
if not skills:
if agent.tools:
for tool in agent.tools:
tool_name = getattr(tool, "name", None) or tool.__class__.__name__
tool_desc = getattr(tool, "description", None) or f"Tool: {tool_name}"
skills.append(_tool_to_skill(tool_name, tool_desc))
if not skills:
skills.append(
AgentSkill(
id=agent.role.lower().replace(" ", "_"),
name=agent.role,
description=agent.goal,
tags=[agent.role.lower().replace(" ", "-")],
)
)
return AgentCard(
name=name,
description=description,
url=server_config.url or url,
version=server_config.version,
capabilities=server_config.capabilities,
default_input_modes=server_config.default_input_modes,
default_output_modes=server_config.default_output_modes,
skills=skills,
protocol_version=server_config.protocol_version,
provider=server_config.provider,
documentation_url=server_config.documentation_url,
icon_url=server_config.icon_url,
additional_interfaces=server_config.additional_interfaces,
security=server_config.security,
security_schemes=server_config.security_schemes,
supports_authenticated_extended_card=server_config.supports_authenticated_extended_card,
signatures=server_config.signatures,
)
def inject_a2a_server_methods(agent: Agent) -> None:
"""Inject A2A server methods onto an Agent instance.
Adds a `to_agent_card(url: str) -> AgentCard` method to the agent
that generates an A2A-compliant AgentCard.
Only injects if the agent has an A2AServerConfig.
Args:
agent: The Agent instance to inject methods onto.
"""
if _get_server_config(agent) is None:
return
def _to_agent_card(self: Agent, url: str) -> AgentCard:
return _agent_to_agent_card(self, url)
object.__setattr__(agent, "to_agent_card", MethodType(_to_agent_card, agent))