Files
tasks-api/agent.py

563 lines
33 KiB
Python

from __future__ import annotations
import base64
import json
import re
from typing import Any
import httpx
from deepagents import create_deep_agent
from langchain_core.messages import BaseMessage
from langchain_core.tools import StructuredTool
from langchain_openai import ChatOpenAI
from pydantic import BaseModel, Field
from a2a_pack import (
A2AAgent,
ConsumerSetup,
ConsumerSetupField,
ConsumerSetupMissing,
EgressPolicy,
LLMProvisioning,
Pricing,
Resources,
RunContext,
skill,
)
DEFAULT_BASE_URL = "https://tasks.a2acloud.io"
OPERATIONS = json.loads("{\n \"create_epic\": {\n \"description\": \"Create Epic\",\n \"destructive\": true,\n \"method\": \"POST\",\n \"operation_id\": \"create_epic\",\n \"parameters\": [],\n \"path\": \"/api/epics\",\n \"request_body\": {\n \"$ref\": \"#/components/schemas/EpicCreate\"\n },\n \"security\": [\n {\n \"bearerAuth\": []\n },\n {\n \"apiKeyAuth\": []\n }\n ],\n \"skill_name\": \"create_epic\",\n \"summary\": \"Create Epic\",\n \"tags\": [\n \"Epics\"\n ]\n },\n \"create_task\": {\n \"description\": \"Create Task\",\n \"destructive\": true,\n \"method\": \"POST\",\n \"operation_id\": \"create_task\",\n \"parameters\": [],\n \"path\": \"/api/tasks\",\n \"request_body\": {\n \"$ref\": \"#/components/schemas/TaskCreate\"\n },\n \"security\": [\n {\n \"bearerAuth\": []\n },\n {\n \"apiKeyAuth\": []\n }\n ],\n \"skill_name\": \"create_task\",\n \"summary\": \"Create Task\",\n \"tags\": [\n \"Tasks\"\n ]\n },\n \"delete_epic\": {\n \"description\": \"Delete Epic\",\n \"destructive\": true,\n \"method\": \"DELETE\",\n \"operation_id\": \"delete_epic\",\n \"parameters\": [\n {\n \"description\": \"\",\n \"in\": \"path\",\n \"name\": \"epic_id\",\n \"required\": true,\n \"schema\": {\n \"title\": \"Epic Id\",\n \"type\": \"string\"\n }\n }\n ],\n \"path\": \"/api/epics/{epic_id}\",\n \"request_body\": null,\n \"security\": [\n {\n \"bearerAuth\": []\n },\n {\n \"apiKeyAuth\": []\n }\n ],\n \"skill_name\": \"delete_epic\",\n \"summary\": \"Delete Epic\",\n \"tags\": [\n \"Epics\"\n ]\n },\n \"delete_task\": {\n \"description\": \"Delete Task\",\n \"destructive\": true,\n \"method\": \"DELETE\",\n \"operation_id\": \"delete_task\",\n \"parameters\": [\n {\n \"description\": \"\",\n \"in\": \"path\",\n \"name\": \"task_id\",\n \"required\": true,\n \"schema\": {\n \"title\": \"Task Id\",\n \"type\": \"string\"\n }\n }\n ],\n \"path\": \"/api/tasks/{task_id}\",\n \"request_body\": null,\n \"security\": [\n {\n \"bearerAuth\": []\n },\n {\n \"apiKeyAuth\": []\n }\n ],\n \"skill_name\": \"delete_task\",\n \"summary\": \"Delete Task\",\n \"tags\": [\n \"Tasks\"\n ]\n },\n \"get_epic\": {\n \"description\": \"Get Epic\",\n \"destructive\": false,\n \"method\": \"GET\",\n \"operation_id\": \"get_epic\",\n \"parameters\": [\n {\n \"description\": \"\",\n \"in\": \"path\",\n \"name\": \"epic_id\",\n \"required\": true,\n \"schema\": {\n \"title\": \"Epic Id\",\n \"type\": \"string\"\n }\n }\n ],\n \"path\": \"/api/epics/{epic_id}\",\n \"request_body\": null,\n \"security\": [\n {\n \"bearerAuth\": []\n },\n {\n \"apiKeyAuth\": []\n }\n ],\n \"skill_name\": \"get_epic\",\n \"summary\": \"Get Epic\",\n \"tags\": [\n \"Epics\"\n ]\n },\n \"get_task\": {\n \"description\": \"Get Task\",\n \"destructive\": false,\n \"method\": \"GET\",\n \"operation_id\": \"get_task\",\n \"parameters\": [\n {\n \"description\": \"\",\n \"in\": \"path\",\n \"name\": \"task_id\",\n \"required\": true,\n \"schema\": {\n \"title\": \"Task Id\",\n \"type\": \"string\"\n }\n }\n ],\n \"path\": \"/api/tasks/{task_id}\",\n \"request_body\": null,\n \"security\": [\n {\n \"bearerAuth\": []\n },\n {\n \"apiKeyAuth\": []\n }\n ],\n \"skill_name\": \"get_task\",\n \"summary\": \"Get Task\",\n \"tags\": [\n \"Tasks\"\n ]\n },\n \"get_tasks_health\": {\n \"description\": \"Healthz\",\n \"destructive\": false,\n \"method\": \"GET\",\n \"operation_id\": \"get_tasks_health\",\n \"parameters\": [],\n \"path\": \"/healthz\",\n \"request_body\": null,\n \"security\": null,\n \"skill_name\": \"get_tasks_health\",\n \"summary\": \"Healthz\",\n \"tags\": [\n \"Health\"\n ]\n },\n \"list_epic_tasks\": {\n \"description\": \"List Epic Tasks\",\n \"destructive\": false,\n \"method\": \"GET\",\n \"operation_id\": \"list_epic_tasks\",\n \"parameters\": [\n {\n \"description\": \"\",\n \"in\": \"path\",\n \"name\": \"epic_id\",\n \"required\": true,\n \"schema\": {\n \"title\": \"Epic Id\",\n \"type\": \"string\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"status\",\n \"required\": false,\n \"schema\": {\n \"anyOf\": [\n {\n \"enum\": [\n \"todo\",\n \"in_progress\",\n \"done\",\n \"canceled\"\n ],\n \"type\": \"string\"\n },\n {\n \"type\": \"null\"\n }\n ],\n \"title\": \"Status\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"q\",\n \"required\": false,\n \"schema\": {\n \"anyOf\": [\n {\n \"maxLength\": 120,\n \"minLength\": 1,\n \"type\": \"string\"\n },\n {\n \"type\": \"null\"\n }\n ],\n \"title\": \"Q\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"due_before\",\n \"required\": false,\n \"schema\": {\n \"anyOf\": [\n {\n \"format\": \"date-time\",\n \"type\": \"string\"\n },\n {\n \"type\": \"null\"\n }\n ],\n \"title\": \"Due Before\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"limit\",\n \"required\": false,\n \"schema\": {\n \"default\": 50,\n \"maximum\": 200,\n \"minimum\": 1,\n \"title\": \"Limit\",\n \"type\": \"integer\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"offset\",\n \"required\": false,\n \"schema\": {\n \"default\": 0,\n \"minimum\": 0,\n \"title\": \"Offset\",\n \"type\": \"integer\"\n }\n }\n ],\n \"path\": \"/api/epics/{epic_id}/tasks\",\n \"request_body\": null,\n \"security\": [\n {\n \"bearerAuth\": []\n },\n {\n \"apiKeyAuth\": []\n }\n ],\n \"skill_name\": \"list_epic_tasks\",\n \"summary\": \"List Epic Tasks\",\n \"tags\": [\n \"Epics\"\n ]\n },\n \"list_epics\": {\n \"description\": \"List Epics\",\n \"destructive\": false,\n \"method\": \"GET\",\n \"operation_id\": \"list_epics\",\n \"parameters\": [\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"status\",\n \"required\": false,\n \"schema\": {\n \"anyOf\": [\n {\n \"enum\": [\n \"todo\",\n \"in_progress\",\n \"done\",\n \"canceled\"\n ],\n \"type\": \"string\"\n },\n {\n \"type\": \"null\"\n }\n ],\n \"title\": \"Status\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"q\",\n \"required\": false,\n \"schema\": {\n \"anyOf\": [\n {\n \"maxLength\": 120,\n \"minLength\": 1,\n \"type\": \"string\"\n },\n {\n \"type\": \"null\"\n }\n ],\n \"title\": \"Q\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"due_before\",\n \"required\": false,\n \"schema\": {\n \"anyOf\": [\n {\n \"format\": \"date-time\",\n \"type\": \"string\"\n },\n {\n \"type\": \"null\"\n }\n ],\n \"title\": \"Due Before\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"limit\",\n \"required\": false,\n \"schema\": {\n \"default\": 50,\n \"maximum\": 200,\n \"minimum\": 1,\n \"title\": \"Limit\",\n \"type\": \"integer\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"offset\",\n \"required\": false,\n \"schema\": {\n \"default\": 0,\n \"minimum\": 0,\n \"title\": \"Offset\",\n \"type\": \"integer\"\n }\n }\n ],\n \"path\": \"/api/epics\",\n \"request_body\": null,\n \"security\": [\n {\n \"bearerAuth\": []\n },\n {\n \"apiKeyAuth\": []\n }\n ],\n \"skill_name\": \"list_epics\",\n \"summary\": \"List Epics\",\n \"tags\": [\n \"Epics\"\n ]\n },\n \"list_tasks\": {\n \"description\": \"List Tasks\",\n \"destructive\": false,\n \"method\": \"GET\",\n \"operation_id\": \"list_tasks\",\n \"parameters\": [\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"status\",\n \"required\": false,\n \"schema\": {\n \"anyOf\": [\n {\n \"enum\": [\n \"todo\",\n \"in_progress\",\n \"done\",\n \"canceled\"\n ],\n \"type\": \"string\"\n },\n {\n \"type\": \"null\"\n }\n ],\n \"title\": \"Status\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"q\",\n \"required\": false,\n \"schema\": {\n \"anyOf\": [\n {\n \"maxLength\": 120,\n \"minLength\": 1,\n \"type\": \"string\"\n },\n {\n \"type\": \"null\"\n }\n ],\n \"title\": \"Q\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"due_before\",\n \"required\": false,\n \"schema\": {\n \"anyOf\": [\n {\n \"format\": \"date-time\",\n \"type\": \"string\"\n },\n {\n \"type\": \"null\"\n }\n ],\n \"title\": \"Due Before\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"epic_id\",\n \"required\": false,\n \"schema\": {\n \"anyOf\": [\n {\n \"maxLength\": 36,\n \"type\": \"string\"\n },\n {\n \"type\": \"null\"\n }\n ],\n \"title\": \"Epic Id\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"limit\",\n \"required\": false,\n \"schema\": {\n \"default\": 50,\n \"maximum\": 200,\n \"minimum\": 1,\n \"title\": \"Limit\",\n \"type\": \"integer\"\n }\n },\n {\n \"description\": \"\",\n \"in\": \"query\",\n \"name\": \"offset\",\n \"required\": false,\n \"schema\": {\n \"default\": 0,\n \"minimum\": 0,\n \"title\": \"Offset\",\n \"type\": \"integer\"\n }\n }\n ],\n \"path\": \"/api/tasks\",\n \"request_body\": null,\n \"security\": [\n {\n \"bearerAuth\": []\n },\n {\n \"apiKeyAuth\": []\n }\n ],\n \"skill_name\": \"list_tasks\",\n \"summary\": \"List Tasks\",\n \"tags\": [\n \"Tasks\"\n ]\n },\n \"update_epic\": {\n \"description\": \"Update Epic\",\n \"destructive\": true,\n \"method\": \"PATCH\",\n \"operation_id\": \"update_epic\",\n \"parameters\": [\n {\n \"description\": \"\",\n \"in\": \"path\",\n \"name\": \"epic_id\",\n \"required\": true,\n \"schema\": {\n \"title\": \"Epic Id\",\n \"type\": \"string\"\n }\n }\n ],\n \"path\": \"/api/epics/{epic_id}\",\n \"request_body\": {\n \"$ref\": \"#/components/schemas/EpicUpdate\"\n },\n \"security\": [\n {\n \"bearerAuth\": []\n },\n {\n \"apiKeyAuth\": []\n }\n ],\n \"skill_name\": \"update_epic\",\n \"summary\": \"Update Epic\",\n \"tags\": [\n \"Epics\"\n ]\n },\n \"update_task\": {\n \"description\": \"Update Task\",\n \"destructive\": true,\n \"method\": \"PATCH\",\n \"operation_id\": \"update_task\",\n \"parameters\": [\n {\n \"description\": \"\",\n \"in\": \"path\",\n \"name\": \"task_id\",\n \"required\": true,\n \"schema\": {\n \"title\": \"Task Id\",\n \"type\": \"string\"\n }\n }\n ],\n \"path\": \"/api/tasks/{task_id}\",\n \"request_body\": {\n \"$ref\": \"#/components/schemas/TaskUpdate\"\n },\n \"security\": [\n {\n \"bearerAuth\": []\n },\n {\n \"apiKeyAuth\": []\n }\n ],\n \"skill_name\": \"update_task\",\n \"summary\": \"Update Task\",\n \"tags\": [\n \"Tasks\"\n ]\n }\n}")
ROOT_SECURITY = json.loads("[]")
SECURITY_SCHEMES = json.loads("{\n \"apiKeyAuth\": {\n \"description\": \"Use the configured `TASKS_API_KEY` value.\",\n \"in\": \"header\",\n \"name\": \"x-api-key\",\n \"type\": \"apiKey\"\n },\n \"bearerAuth\": {\n \"description\": \"Use `Authorization: Bearer $TASKS_API_KEY`.\",\n \"scheme\": \"bearer\",\n \"type\": \"http\"\n }\n}")
SECURITY_FIELDS = json.loads("{\n \"apiKeyAuth\": {\n \"field\": \"X_API_KEY\",\n \"kind\": \"apiKey\",\n \"location\": \"header\",\n \"name\": \"x-api-key\"\n },\n \"bearerAuth\": {\n \"field\": \"BEARERAUTH_TOKEN\",\n \"kind\": \"http\",\n \"scheme\": \"bearer\"\n }\n}")
PATH_PARAMETER_RE = re.compile(r"{([^}/]+)}")
class OperationInput(BaseModel):
parameters: dict[str, Any] = Field(
default_factory=dict,
description="Path, query, header, and cookie parameters keyed by OpenAPI parameter name.",
)
body: Any | None = Field(default=None, description="JSON request body, when the operation accepts one.")
class TasksApi(A2AAgent):
name = "tasks-api"
description = "API-only service for tracking tasks in Postgres."
version = "0.1.0"
consumer_setup = ConsumerSetup.from_fields(
ConsumerSetupField.config("OPENAPI_BASE_URL", label="API base URL", description="Override the default API server (https://tasks.a2acloud.io).", required=False, input_type="url"),
ConsumerSetupField.secret("BEARERAUTH_TOKEN", label="bearerAuth bearer credential", description="Use `Authorization: Bearer $TASKS_API_KEY`.", required=True),
ConsumerSetupField.secret("X_API_KEY", label="apiKeyAuth API key", description="Use the configured `TASKS_API_KEY` value.", required=True),
)
llm_provisioning = LLMProvisioning.PLATFORM
pricing = Pricing(
price_per_call_usd=0.0,
caller_pays_llm=False,
notes="Uses a scoped platform LLM grant through ctx.llm.",
)
resources = Resources(cpu="200m", memory="512Mi")
egress = EgressPolicy(
allow_hosts=('tasks.a2acloud.io',),
deny_internet_by_default=True,
)
tools_used = ("openapi", "deepagents")
capabilities = {
"openapi_auto_agent": {
"operation_count": len(OPERATIONS),
"default_base_url": DEFAULT_BASE_URL,
"security_schemes": list(SECURITY_SCHEMES),
}
}
@skill(
name="auto",
description="Use the OpenAPI service to complete a natural-language goal.",
tags=("openapi", "auto"),
timeout_seconds=180,
)
async def auto(self, ctx: RunContext, goal: str) -> dict[str, Any]:
creds = ctx.llm
if not creds.api_key:
return {
"error": "llm_credentials_missing",
"final": (
"LLM credentials were not available for this run. Hosted "
"generated OpenAPI agents should receive a platform LLM grant."
),
"messages": [],
}
model_kwargs: dict[str, Any] = {
"model": creds.model,
"base_url": creds.base_url,
"api_key": creds.api_key,
}
if creds.temperature_mode != "omit" and creds.temperature is not None:
model_kwargs["temperature"] = creds.temperature
if creds.extra_body:
model_kwargs["extra_body"] = dict(creds.extra_body)
model = ChatOpenAI(**model_kwargs)
graph = create_deep_agent(
model=model,
tools=self._operation_tools(ctx),
system_prompt=self._system_prompt(),
)
result = await graph.ainvoke({"messages": [{"role": "user", "content": goal}]})
messages = result.get("messages", []) if isinstance(result, dict) else []
final = _message_text(messages[-1]) if messages else result
return {
"final": final,
"messages": [_message_to_dict(message) for message in messages[-8:]],
}
@skill(
name="get_tasks_health",
description="GET /healthz - Healthz",
tags=('Health',),
timeout_seconds=60,
)
async def get_tasks_health(
self,
ctx: RunContext,
parameters: dict[str, Any] | None = None,
body: Any | None = None,
) -> dict[str, Any]:
return await self._request(
ctx,
"get_tasks_health",
parameters=parameters or {},
body=body,
)
@skill(
name="list_epics",
description="GET /api/epics - List Epics",
tags=('Epics',),
timeout_seconds=60,
)
async def list_epics(
self,
ctx: RunContext,
parameters: dict[str, Any] | None = None,
body: Any | None = None,
) -> dict[str, Any]:
return await self._request(
ctx,
"list_epics",
parameters=parameters or {},
body=body,
)
@skill(
name="create_epic",
description="POST /api/epics - Create Epic",
tags=('Epics',),
timeout_seconds=120,
)
async def create_epic(
self,
ctx: RunContext,
parameters: dict[str, Any] | None = None,
body: Any | None = None,
) -> dict[str, Any]:
return await self._request(
ctx,
"create_epic",
parameters=parameters or {},
body=body,
)
@skill(
name="get_epic",
description="GET /api/epics/{epic_id} - Get Epic",
tags=('Epics',),
timeout_seconds=60,
)
async def get_epic(
self,
ctx: RunContext,
parameters: dict[str, Any] | None = None,
body: Any | None = None,
) -> dict[str, Any]:
return await self._request(
ctx,
"get_epic",
parameters=parameters or {},
body=body,
)
@skill(
name="update_epic",
description="PATCH /api/epics/{epic_id} - Update Epic",
tags=('Epics',),
timeout_seconds=120,
)
async def update_epic(
self,
ctx: RunContext,
parameters: dict[str, Any] | None = None,
body: Any | None = None,
) -> dict[str, Any]:
return await self._request(
ctx,
"update_epic",
parameters=parameters or {},
body=body,
)
@skill(
name="delete_epic",
description="DELETE /api/epics/{epic_id} - Delete Epic",
tags=('Epics',),
timeout_seconds=120,
)
async def delete_epic(
self,
ctx: RunContext,
parameters: dict[str, Any] | None = None,
body: Any | None = None,
) -> dict[str, Any]:
return await self._request(
ctx,
"delete_epic",
parameters=parameters or {},
body=body,
)
@skill(
name="list_epic_tasks",
description="GET /api/epics/{epic_id}/tasks - List Epic Tasks",
tags=('Epics',),
timeout_seconds=60,
)
async def list_epic_tasks(
self,
ctx: RunContext,
parameters: dict[str, Any] | None = None,
body: Any | None = None,
) -> dict[str, Any]:
return await self._request(
ctx,
"list_epic_tasks",
parameters=parameters or {},
body=body,
)
@skill(
name="list_tasks",
description="GET /api/tasks - List Tasks",
tags=('Tasks',),
timeout_seconds=60,
)
async def list_tasks(
self,
ctx: RunContext,
parameters: dict[str, Any] | None = None,
body: Any | None = None,
) -> dict[str, Any]:
return await self._request(
ctx,
"list_tasks",
parameters=parameters or {},
body=body,
)
@skill(
name="create_task",
description="POST /api/tasks - Create Task",
tags=('Tasks',),
timeout_seconds=120,
)
async def create_task(
self,
ctx: RunContext,
parameters: dict[str, Any] | None = None,
body: Any | None = None,
) -> dict[str, Any]:
return await self._request(
ctx,
"create_task",
parameters=parameters or {},
body=body,
)
@skill(
name="get_task",
description="GET /api/tasks/{task_id} - Get Task",
tags=('Tasks',),
timeout_seconds=60,
)
async def get_task(
self,
ctx: RunContext,
parameters: dict[str, Any] | None = None,
body: Any | None = None,
) -> dict[str, Any]:
return await self._request(
ctx,
"get_task",
parameters=parameters or {},
body=body,
)
@skill(
name="update_task",
description="PATCH /api/tasks/{task_id} - Update Task",
tags=('Tasks',),
timeout_seconds=120,
)
async def update_task(
self,
ctx: RunContext,
parameters: dict[str, Any] | None = None,
body: Any | None = None,
) -> dict[str, Any]:
return await self._request(
ctx,
"update_task",
parameters=parameters or {},
body=body,
)
@skill(
name="delete_task",
description="DELETE /api/tasks/{task_id} - Delete Task",
tags=('Tasks',),
timeout_seconds=120,
)
async def delete_task(
self,
ctx: RunContext,
parameters: dict[str, Any] | None = None,
body: Any | None = None,
) -> dict[str, Any]:
return await self._request(
ctx,
"delete_task",
parameters=parameters or {},
body=body,
)
def _operation_tools(self, ctx: RunContext) -> list[StructuredTool]:
tools: list[StructuredTool] = []
for operation_id, operation in OPERATIONS.items():
async def call(
parameters: dict[str, Any] | None = None,
body: Any | None = None,
*,
_operation_id: str = operation_id,
) -> dict[str, Any]:
return await self._request(
ctx,
_operation_id,
parameters=parameters or {},
body=body,
)
tools.append(
StructuredTool.from_function(
coroutine=call,
name=operation["skill_name"],
description=self._tool_description(operation),
args_schema=OperationInput,
)
)
return tools
def _system_prompt(self) -> str:
lines = [
"You operate an API through generated OpenAPI tools.",
"Call tools to get real results. Do not invent API responses.",
"For write, update, or delete operations, explain the intended action before calling the tool.",
"If an operation reports missing consumer setup, tell the user which setup field is required.",
"",
"Available operations:",
]
for operation in OPERATIONS.values():
marker = "WRITE" if operation.get("destructive") else "READ"
lines.append(
f"- {operation['skill_name']}: {marker} {operation['method']} {operation['path']}{operation['summary']}"
)
return "\n".join(lines)
def _tool_description(self, operation: dict[str, Any]) -> str:
parts = [
f"{operation['method']} {operation['path']}",
str(operation.get("description") or operation.get("summary") or ""),
]
if operation.get("parameters"):
parts.append(
"Parameters: "
+ ", ".join(
f"{p['name']} in {p['in']}{' required' if p.get('required') else ''}"
for p in operation["parameters"]
)
)
if operation.get("request_body") is not None:
parts.append("Accepts a JSON request body.")
return "\n".join(part for part in parts if part)
async def _request(
self,
ctx: RunContext,
operation_id: str,
*,
parameters: dict[str, Any],
body: Any | None,
) -> dict[str, Any]:
operation = OPERATIONS[operation_id]
base_url = str(ctx.consumer_config("OPENAPI_BASE_URL", DEFAULT_BASE_URL) or DEFAULT_BASE_URL).rstrip("/")
url, query, headers = self._request_parts(ctx, operation, parameters)
request_kwargs: dict[str, Any] = {
"params": query,
"headers": headers,
}
if body is not None:
if isinstance(body, (bytes, bytearray)):
body = body.decode("utf-8", errors="replace")
if isinstance(body, str):
stripped = body.strip()
if stripped and stripped[0] in "{[":
try:
body = json.loads(stripped)
except ValueError:
pass
request_kwargs["json"] = body
async with httpx.AsyncClient(timeout=60.0, follow_redirects=True) as client:
response = await client.request(
operation["method"],
f"{base_url}{url}",
**request_kwargs,
)
content_type = response.headers.get("content-type", "")
try:
payload: Any = response.json() if "json" in content_type else response.text
except ValueError:
payload = response.text
if response.status_code >= 400:
return {
"ok": False,
"status_code": response.status_code,
"operation_id": operation_id,
"error": payload,
}
return {
"ok": True,
"status_code": response.status_code,
"operation_id": operation_id,
"result": payload,
}
def _request_parts(
self,
ctx: RunContext,
operation: dict[str, Any],
parameters: dict[str, Any],
) -> tuple[str, dict[str, Any], dict[str, str]]:
path = operation["path"]
query: dict[str, Any] = {}
headers: dict[str, str] = {}
cookies: dict[str, Any] = {}
for param in operation.get("parameters") or []:
name = param["name"]
if name not in parameters:
if param.get("required"):
raise ValueError(f"missing required parameter {name!r}")
continue
value = parameters[name]
location = param["in"]
if location == "path":
path = path.replace("{" + name + "}", str(value))
elif location == "query":
query[name] = value
elif location == "header":
headers[name] = str(value)
elif location == "cookie":
cookies[name] = value
unresolved = PATH_PARAMETER_RE.findall(path)
if unresolved:
missing = ", ".join(sorted(set(unresolved)))
raise ValueError("missing required path parameter(s): " + missing)
if cookies:
headers["cookie"] = "; ".join(f"{key}={value}" for key, value in cookies.items())
auth_headers, auth_query = self._auth_for_operation(ctx, operation)
headers.update(auth_headers)
query.update(auth_query)
return path, query, headers
def _auth_for_operation(self, ctx: RunContext, operation: dict[str, Any]) -> tuple[dict[str, str], dict[str, Any]]:
requirements = operation.get("security")
if requirements is None:
requirements = ROOT_SECURITY
if requirements == []:
return {}, {}
missing: list[str] = []
for requirement in requirements or []:
if not isinstance(requirement, dict) or not requirement:
return {}, {}
headers: dict[str, str] = {}
query: dict[str, Any] = {}
ok = True
for scheme_name in requirement:
mapping = SECURITY_FIELDS.get(scheme_name) or {}
secret_name = mapping.get("field")
value = _consumer_secret_optional(ctx, secret_name) if secret_name else ""
if not value:
ok = False
if secret_name:
missing.append(secret_name)
continue
kind = mapping.get("kind")
if kind == "apiKey":
prefix = mapping.get("prefix") or ""
sent_value = f"{prefix}{value}"
if mapping.get("location") == "query":
query[mapping.get("name") or scheme_name] = sent_value
else:
headers[mapping.get("name") or scheme_name] = sent_value
elif kind in {"http", "oauth2"}:
scheme = mapping.get("scheme") or "Bearer"
if scheme.lower() == "basic":
token = base64.b64encode(value.encode("utf-8")).decode("ascii")
headers["authorization"] = f"Basic {token}"
else:
headers["authorization"] = f"{scheme} {value}"
else:
ok = False
if ok:
return headers, query
if missing:
raise ConsumerSetupMissing(
"operation requires consumer setup secret(s): "
+ ", ".join(sorted(set(missing)))
)
return {}, {}
def _consumer_secret_optional(ctx: RunContext, name: str | None) -> str:
if not name:
return ""
try:
return ctx.consumer_secret(name)
except ConsumerSetupMissing:
return ""
def _message_text(message: Any) -> Any:
content = getattr(message, "content", message)
return content
def _message_to_dict(message: Any) -> dict[str, Any]:
if isinstance(message, BaseMessage):
return message.model_dump(mode="json")
if hasattr(message, "model_dump"):
return message.model_dump(mode="json")
if isinstance(message, dict):
return message
return {"content": str(message)}
agent = TasksApi()