MicroFish/backend/app/services/simulation_ipc.py

389 lines
12 KiB
Python

"""
Simulation IPC communication module
Used for inter-process communication between the Flask backend and the simulation script
Implements a simple command/response pattern via the file system:
1. Flask writes commands to the commands/ directory
2. The simulation script polls the command directory, executes commands, and writes responses to the responses/ directory
3. Flask polls the response directory to get results
"""
import os
import json
import time
import uuid
from typing import Dict, Any, Optional, List
from dataclasses import dataclass, field
from datetime import datetime
from enum import Enum
from ..utils.logger import get_logger
from ..utils.locale import t
logger = get_logger("mirofish.simulation_ipc")
class CommandType(str, Enum):
"""Command type"""
INTERVIEW = "interview" # Single Agent interview
BATCH_INTERVIEW = "batch_interview" # Batch interview
CLOSE_ENV = "close_env" # Close environment
class CommandStatus(str, Enum):
"""Command status"""
PENDING = "pending"
PROCESSING = "processing"
COMPLETED = "completed"
FAILED = "failed"
@dataclass
class IPCCommand:
"""IPC command"""
command_id: str
command_type: CommandType
args: Dict[str, Any]
timestamp: str = field(default_factory=lambda: datetime.now().isoformat())
def to_dict(self) -> Dict[str, Any]:
return {
"command_id": self.command_id,
"command_type": self.command_type.value,
"args": self.args,
"timestamp": self.timestamp,
}
@classmethod
def from_dict(cls, data: Dict[str, Any]) -> "IPCCommand":
return cls(
command_id=data["command_id"],
command_type=CommandType(data["command_type"]),
args=data.get("args", {}),
timestamp=data.get("timestamp", datetime.now().isoformat()),
)
@dataclass
class IPCResponse:
"""IPC response"""
command_id: str
status: CommandStatus
result: Optional[Dict[str, Any]] = None
error: Optional[str] = None
timestamp: str = field(default_factory=lambda: datetime.now().isoformat())
def to_dict(self) -> Dict[str, Any]:
return {
"command_id": self.command_id,
"status": self.status.value,
"result": self.result,
"error": self.error,
"timestamp": self.timestamp,
}
@classmethod
def from_dict(cls, data: Dict[str, Any]) -> "IPCResponse":
return cls(
command_id=data["command_id"],
status=CommandStatus(data["status"]),
result=data.get("result"),
error=data.get("error"),
timestamp=data.get("timestamp", datetime.now().isoformat()),
)
class SimulationIPCClient:
"""
Simulation IPC client (used on the Flask side)
Used to send commands to the simulation process and wait for responses
"""
def __init__(self, simulation_dir: str):
"""
Initialize the IPC client
Args:
simulation_dir: Simulation data directory
"""
self.simulation_dir = simulation_dir
self.commands_dir = os.path.join(simulation_dir, "ipc_commands")
self.responses_dir = os.path.join(simulation_dir, "ipc_responses")
# Ensure directories exist
os.makedirs(self.commands_dir, exist_ok=True)
os.makedirs(self.responses_dir, exist_ok=True)
def send_command(
self,
command_type: CommandType,
args: Dict[str, Any],
timeout: float = 60.0,
poll_interval: float = 0.5,
) -> IPCResponse:
"""
Send a command and wait for a response
Args:
command_type: Command type
args: Command arguments
timeout: Timeout duration (seconds)
poll_interval: Polling interval (seconds)
Returns:
IPCResponse
Raises:
TimeoutError: Timed out waiting for a response
"""
command_id = str(uuid.uuid4())
command = IPCCommand(
command_id=command_id, command_type=command_type, args=args
)
# Write command file
command_file = os.path.join(self.commands_dir, f"{command_id}.json")
with open(command_file, "w", encoding="utf-8") as f:
json.dump(command.to_dict(), f, ensure_ascii=False, indent=2)
logger.info(
f"Sending IPC command: {command_type.value}, command_id={command_id}"
)
# Wait for response
response_file = os.path.join(self.responses_dir, f"{command_id}.json")
start_time = time.time()
while time.time() - start_time < timeout:
if os.path.exists(response_file):
try:
with open(response_file, "r", encoding="utf-8") as f:
response_data = json.load(f)
response = IPCResponse.from_dict(response_data)
# Clean up command and response files
try:
os.remove(command_file)
os.remove(response_file)
except OSError:
pass
logger.info(
f"Received IPC response: command_id={command_id}, status={response.status.value}"
)
return response
except (json.JSONDecodeError, KeyError) as e:
logger.warning(f"Failed to parse response: {e}")
time.sleep(poll_interval)
# Timeout
logger.error(f"Timed out waiting for IPC response: command_id={command_id}")
# Clean up command file
try:
os.remove(command_file)
except OSError:
pass
raise TimeoutError(t("api.ipcTimeout", timeout=timeout))
def send_interview(
self, agent_id: int, prompt: str, platform: str = None, timeout: float = 60.0
) -> IPCResponse:
"""
Send a single-Agent interview command
Args:
agent_id: Agent ID
prompt: Interview question
platform: Specified platform (optional)
- "twitter": only interview the Twitter platform
- "reddit": only interview the Reddit platform
- None: in dual-platform simulation, interview both platforms simultaneously; in single-platform simulation, interview that platform
timeout: Timeout duration
Returns:
IPCResponse, the result field contains the interview result
"""
args = {"agent_id": agent_id, "prompt": prompt}
if platform:
args["platform"] = platform
return self.send_command(
command_type=CommandType.INTERVIEW, args=args, timeout=timeout
)
def send_batch_interview(
self,
interviews: List[Dict[str, Any]],
platform: str = None,
timeout: float = 120.0,
) -> IPCResponse:
"""
Send a batch interview command
Args:
interviews: Interview list, each element contains {"agent_id": int, "prompt": str, "platform": str (optional)}
platform: Default platform (optional, overridden by each interview item's platform)
- "twitter": default to only interview the Twitter platform
- "reddit": default to only interview the Reddit platform
- None: in dual-platform simulation, each Agent is interviewed on both platforms simultaneously
timeout: Timeout duration
Returns:
IPCResponse, the result field contains all interview results
"""
args = {"interviews": interviews}
if platform:
args["platform"] = platform
return self.send_command(
command_type=CommandType.BATCH_INTERVIEW, args=args, timeout=timeout
)
def send_close_env(self, timeout: float = 30.0) -> IPCResponse:
"""
Send a close-environment command
Args:
timeout: Timeout duration
Returns:
IPCResponse
"""
return self.send_command(
command_type=CommandType.CLOSE_ENV, args={}, timeout=timeout
)
def check_env_alive(self) -> bool:
"""
Check whether the simulation environment is alive
Determined by checking the env_status.json file
"""
status_file = os.path.join(self.simulation_dir, "env_status.json")
if not os.path.exists(status_file):
return False
try:
with open(status_file, "r", encoding="utf-8") as f:
status = json.load(f)
return status.get("status") == "alive"
except (json.JSONDecodeError, OSError):
return False
class SimulationIPCServer:
"""
Simulation IPC server (used on the simulation script side)
Polls the command directory, executes commands, and returns responses
"""
def __init__(self, simulation_dir: str):
"""
Initialize the IPC server
Args:
simulation_dir: Simulation data directory
"""
self.simulation_dir = simulation_dir
self.commands_dir = os.path.join(simulation_dir, "ipc_commands")
self.responses_dir = os.path.join(simulation_dir, "ipc_responses")
# Ensure directories exist
os.makedirs(self.commands_dir, exist_ok=True)
os.makedirs(self.responses_dir, exist_ok=True)
# Environment status
self._running = False
def start(self):
"""Mark the server as running"""
self._running = True
self._update_env_status("alive")
def stop(self):
"""Mark the server as stopped"""
self._running = False
self._update_env_status("stopped")
def _update_env_status(self, status: str):
"""Update the environment status file"""
status_file = os.path.join(self.simulation_dir, "env_status.json")
with open(status_file, "w", encoding="utf-8") as f:
json.dump(
{"status": status, "timestamp": datetime.now().isoformat()},
f,
ensure_ascii=False,
indent=2,
)
def poll_commands(self) -> Optional[IPCCommand]:
"""
Poll the command directory and return the first pending command
Returns:
IPCCommand or None
"""
if not os.path.exists(self.commands_dir):
return None
# Sort command files by time
command_files = []
for filename in os.listdir(self.commands_dir):
if filename.endswith(".json"):
filepath = os.path.join(self.commands_dir, filename)
command_files.append((filepath, os.path.getmtime(filepath)))
command_files.sort(key=lambda x: x[1])
for filepath, _ in command_files:
try:
with open(filepath, "r", encoding="utf-8") as f:
data = json.load(f)
return IPCCommand.from_dict(data)
except (json.JSONDecodeError, KeyError, OSError) as e:
logger.warning(f"Failed to read command file: {filepath}, {e}")
continue
return None
def send_response(self, response: IPCResponse):
"""
Send a response
Args:
response: IPC response
"""
response_file = os.path.join(self.responses_dir, f"{response.command_id}.json")
with open(response_file, "w", encoding="utf-8") as f:
json.dump(response.to_dict(), f, ensure_ascii=False, indent=2)
# Delete command file
command_file = os.path.join(self.commands_dir, f"{response.command_id}.json")
try:
os.remove(command_file)
except OSError:
pass
def send_success(self, command_id: str, result: Dict[str, Any]):
"""Send a success response"""
self.send_response(
IPCResponse(
command_id=command_id, status=CommandStatus.COMPLETED, result=result
)
)
def send_error(self, command_id: str, error: str):
"""Send an error response"""
self.send_response(
IPCResponse(command_id=command_id, status=CommandStatus.FAILED, error=error)
)