from abc import ABC, abstractmethod from typing import Dict, Any class BaseLab(ABC): """ Abstract base class for all laboratories in QuLabInfinite. This class defines the common interface that all specialized labs (e.g., MaterialsLab, ChemistryLaboratory, QuantumLabSimulator) must implement. This ensures a consistent API for initialization, configuration, and execution of simulations across the platform. """ def __init__(self, config: Dict[str, Any] = None): """ Initialize the laboratory with a given configuration. Args: config: A dictionary of configuration parameters. """ self.config = config or {} print(f"[info] Initializing {self.__class__.__name__}...") @abstractmethod def run_experiment(self, experiment_spec: Dict[str, Any]) -> Dict[str, Any]: """ Run a specific experiment based on the provided specification. Args: experiment_spec: A dictionary defining the experiment to be run, including parameters and desired outputs. Returns: A dictionary containing the results of the experiment. """ pass @abstractmethod def get_status(self) -> Dict[str, Any]: """ Get the current status of the laboratory. Returns: A dictionary containing status information, such as backend state, loaded data, and available capabilities. """ pass def get_capabilities(self) -> Dict[str, Any]: """ Get the capabilities of the laboratory. Returns: A dictionary describing the capabilities of the lab. """ return {"name": self.__class__.__name__, "capabilities": "N/A"}