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- from datetime import datetime, timedelta
- from sqlalchemy.orm import Session
- from core_domain import ChatCompletionRequestContract, ChatMessageContract
- from core_shared import JSONValue
- from app.bootstrap.settings import AgentServiceSettings
- from app.db.models import AgentDefinition, AgentRun, AgentVersion
- from app.domain.repositories import (
- AgentDefinitionRepository,
- AgentRunRepository,
- AgentVersionRepository,
- )
- from app.infrastructure.model_gateway_client import ModelGatewayClient, ModelGatewayClientError
- from app.schemas.agent import (
- AgentCreateRequest,
- AgentRunCreateRequest,
- AgentRunExecuteRequest,
- AgentRunStatusUpdateRequest,
- AgentStatusUpdateRequest,
- AgentVersionCreateRequest,
- )
- class AgentApplicationService:
- def __init__(
- self,
- *,
- agent_repository: AgentDefinitionRepository,
- agent_version_repository: AgentVersionRepository,
- agent_run_repository: AgentRunRepository,
- model_gateway_client: ModelGatewayClient | None = None,
- ) -> None:
- self.agent_repository = agent_repository
- self.agent_version_repository = agent_version_repository
- self.agent_run_repository = agent_run_repository
- self.model_gateway_client = model_gateway_client
- def create_agent(self, payload: AgentCreateRequest) -> AgentDefinition:
- return self.agent_repository.create(
- tenant_id=payload.tenant_id,
- code=payload.code,
- name=payload.name,
- description=payload.description,
- agent_type=payload.agent_type,
- owner_user_id=payload.owner_user_id,
- metadata_json=payload.metadata_json,
- )
- def list_agents(self, *, tenant_id: str) -> list[AgentDefinition]:
- return self.agent_repository.list_by_tenant(tenant_id=tenant_id)
- def update_agent_status(
- self,
- *,
- agent_id: str,
- payload: AgentStatusUpdateRequest,
- ) -> AgentDefinition | None:
- return self.agent_repository.update_status(
- tenant_id=payload.tenant_id,
- agent_id=agent_id,
- status=payload.status,
- )
- def create_agent_version(self, payload: AgentVersionCreateRequest) -> AgentVersion:
- agent = self.agent_repository.get_by_id(
- tenant_id=payload.tenant_id,
- agent_id=payload.agent_id,
- )
- if agent is None:
- raise ValueError(f"agent not found: {payload.agent_id}")
- return self.agent_version_repository.create(
- tenant_id=payload.tenant_id,
- agent_id=payload.agent_id,
- status=payload.status,
- role=payload.role,
- goal=payload.goal,
- system_prompt=payload.system_prompt,
- model_config_json=payload.model_config_data.model_dump(mode="json"),
- memory_policy_json=payload.memory_policy.model_dump(mode="json"),
- tool_refs_json=[item.model_dump(mode="json") for item in payload.tool_refs],
- skill_refs_json=[item.model_dump(mode="json") for item in payload.skill_refs],
- )
- def list_agent_versions(self, *, tenant_id: str, agent_id: str) -> list[AgentVersion]:
- return self.agent_version_repository.list_by_agent(tenant_id=tenant_id, agent_id=agent_id)
- def create_agent_run(self, payload: AgentRunCreateRequest) -> AgentRun:
- agent_version = self._resolve_agent_version(
- tenant_id=payload.tenant_id,
- agent_id=payload.agent_id,
- agent_version_id=payload.agent_version_id,
- )
- if agent_version is None:
- raise ValueError("published agent version not found")
- return self.agent_run_repository.create(
- tenant_id=payload.tenant_id,
- agent_id=payload.agent_id,
- agent_version_id=agent_version.id,
- session_id=payload.session_id,
- input_text=payload.input_text,
- input_json=payload.input_json,
- )
- def list_agent_runs(
- self,
- *,
- tenant_id: str,
- agent_id: str | None = None,
- session_id: str | None = None,
- ) -> list[AgentRun]:
- return self.agent_run_repository.list_by_scope(
- tenant_id=tenant_id,
- agent_id=agent_id,
- session_id=session_id,
- )
- def update_agent_run_status(
- self,
- *,
- agent_run_id: str,
- payload: AgentRunStatusUpdateRequest,
- ) -> AgentRun | None:
- entity = self.agent_run_repository.get_by_id(
- tenant_id=payload.tenant_id,
- agent_run_id=agent_run_id,
- )
- if entity is None:
- return None
- return self.agent_run_repository.update_status(
- agent_run_id=agent_run_id,
- status=payload.status,
- worker_key=payload.worker_key,
- output_text=payload.output_text,
- output_json=payload.output_json,
- error_code=payload.error_code,
- error_message=payload.error_message,
- )
- def execute_agent_run(
- self,
- *,
- agent_run_id: str,
- payload: AgentRunExecuteRequest,
- ) -> AgentRun | None:
- agent_run = self.agent_run_repository.get_by_id(
- tenant_id=payload.tenant_id,
- agent_run_id=agent_run_id,
- )
- if agent_run is None:
- return None
- agent_version = self.agent_version_repository.get_by_id(
- tenant_id=payload.tenant_id,
- agent_version_id=agent_run.agent_version_id,
- )
- if agent_version is None:
- return self.agent_run_repository.update_status(
- agent_run_id=agent_run.id,
- status="failed",
- worker_key=payload.worker_key,
- error_code="agent_version_missing",
- error_message=f"agent version not found: {agent_run.agent_version_id}",
- )
- self.agent_run_repository.update_status(
- agent_run_id=agent_run.id,
- status="running",
- worker_key=payload.worker_key,
- )
- messages = self._build_chat_messages(agent_run=agent_run, agent_version=agent_version)
- if payload.dry_run:
- return self.agent_run_repository.update_status(
- agent_run_id=agent_run.id,
- status="completed",
- worker_key=payload.worker_key,
- output_text=self._build_dry_run_output(
- agent_run=agent_run,
- agent_version=agent_version,
- ),
- output_json={
- "dry_run": True,
- "agent_version_id": agent_version.id,
- "message_count": len(messages),
- "messages": [message.model_dump(mode="json") for message in messages],
- },
- )
- if self.model_gateway_client is None:
- return self.agent_run_repository.update_status(
- agent_run_id=agent_run.id,
- status="failed",
- worker_key=payload.worker_key,
- error_code="model_gateway_missing",
- error_message="model gateway client is not configured",
- )
- try:
- response = self.model_gateway_client.create_chat_completion(
- ChatCompletionRequestContract(
- model=self._read_optional_string(agent_version.model_config_json, "model"),
- temperature=self._read_optional_float(
- agent_version.model_config_json,
- "temperature",
- ),
- max_tokens=self._read_optional_int(agent_version.model_config_json, "max_tokens"),
- messages=messages,
- metadata_json={
- "tenant_id": agent_run.tenant_id,
- "agent_id": agent_run.agent_id,
- "agent_version_id": agent_version.id,
- "agent_run_id": agent_run.id,
- },
- )
- )
- except ModelGatewayClientError as exc:
- return self.agent_run_repository.update_status(
- agent_run_id=agent_run.id,
- status="failed",
- worker_key=payload.worker_key,
- error_code="model_gateway_error",
- error_message=str(exc),
- )
- return self.agent_run_repository.update_status(
- agent_run_id=agent_run.id,
- status="completed",
- worker_key=payload.worker_key,
- output_text=response.content,
- output_json={
- "dry_run": False,
- "agent_version_id": agent_version.id,
- "model": response.model,
- "finish_reason": response.finish_reason,
- "usage_json": response.usage_json,
- "raw_response_json": response.raw_response_json,
- },
- )
- def execute_next_claimed_agent_run(
- self,
- *,
- worker_key: str,
- lease_seconds: int,
- dry_run: bool,
- ) -> tuple[AgentRun, int] | None:
- released_lease_count = self.agent_run_repository.release_expired_leases(
- now_time=datetime.utcnow(),
- )
- claimed_agent_run = self.agent_run_repository.claim_next_queued(
- worker_key=worker_key,
- lease_expire_time=datetime.utcnow() + timedelta(seconds=lease_seconds),
- )
- if claimed_agent_run is None:
- return None
- result = self.execute_agent_run(
- agent_run_id=claimed_agent_run.id,
- payload=AgentRunExecuteRequest(
- tenant_id=claimed_agent_run.tenant_id,
- worker_key=worker_key,
- dry_run=dry_run,
- ),
- )
- if result is None:
- return None
- return result, released_lease_count
- def _resolve_agent_version(
- self,
- *,
- tenant_id: str,
- agent_id: str,
- agent_version_id: str | None,
- ) -> AgentVersion | None:
- if agent_version_id is not None:
- return self.agent_version_repository.get_by_id(
- tenant_id=tenant_id,
- agent_version_id=agent_version_id,
- )
- return self.agent_version_repository.get_latest_published(
- tenant_id=tenant_id,
- agent_id=agent_id,
- )
- def _build_chat_messages(
- self,
- *,
- agent_run: AgentRun,
- agent_version: AgentVersion,
- ) -> list[ChatMessageContract]:
- messages = [
- ChatMessageContract(role="system", content=agent_version.system_prompt),
- ]
- if agent_version.goal:
- messages.append(ChatMessageContract(role="system", content=f"Goal: {agent_version.goal}"))
- if agent_run.input_text:
- messages.append(ChatMessageContract(role="user", content=agent_run.input_text))
- if agent_run.input_json:
- messages.append(
- ChatMessageContract(
- role="user",
- content=f"Structured input: {agent_run.input_json}",
- )
- )
- return messages
- def _build_dry_run_output(self, *, agent_run: AgentRun, agent_version: AgentVersion) -> str:
- input_preview = agent_run.input_text or str(agent_run.input_json or {})
- return (
- f"[dry-run] Agent role={agent_version.role} "
- f"version={agent_version.version_no} received: {input_preview}"
- )
- def _read_optional_string(self, payload: dict[str, JSONValue], key: str) -> str | None:
- value = payload.get(key)
- if isinstance(value, str) and value:
- return value
- return None
- def _read_optional_float(self, payload: dict[str, JSONValue], key: str) -> float | None:
- value = payload.get(key)
- if isinstance(value, (int, float)) and not isinstance(value, bool):
- return float(value)
- return None
- def _read_optional_int(self, payload: dict[str, JSONValue], key: str) -> int | None:
- value = payload.get(key)
- if isinstance(value, int) and not isinstance(value, bool):
- return value
- return None
- def build_agent_application_service(
- *,
- db: Session,
- settings: AgentServiceSettings,
- ) -> AgentApplicationService:
- return AgentApplicationService(
- agent_repository=AgentDefinitionRepository(db),
- agent_version_repository=AgentVersionRepository(db),
- agent_run_repository=AgentRunRepository(db),
- model_gateway_client=ModelGatewayClient(
- base_url=settings.model_gateway_service_url,
- timeout_seconds=settings.model_gateway_timeout_seconds,
- ),
- )
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