import logging

from langchain.tools import BaseTool

from src.config import get_app_config
from src.reflection import resolve_variable
from src.tools.builtins import ask_clarification_tool, present_file_tool, view_image_tool

logger = logging.getLogger(__name__)

BUILTIN_TOOLS = [
    present_file_tool,
    ask_clarification_tool,
]


def get_available_tools(groups: list[str] | None = None, include_mcp: bool = True, model_name: str | None = None) -> list[BaseTool]:
    """Get all available tools from config.

    Note: MCP tools should be initialized at application startup using
    `initialize_mcp_tools()` from src.mcp module.

    Args:
        groups: Optional list of tool groups to filter by.
        include_mcp: Whether to include tools from MCP servers (default: True).
        model_name: Optional model name to determine if vision tools should be included.

    Returns:
        List of available tools.
    """
    config = get_app_config()
    loaded_tools = [resolve_variable(tool.use, BaseTool) for tool in config.tools if groups is None or tool.group in groups]

    # Get cached MCP tools if enabled
    # NOTE: We use ExtensionsConfig.from_file() instead of config.extensions
    # to always read the latest configuration from disk. This ensures that changes
    # made through the Gateway API (which runs in a separate process) are immediately
    # reflected when loading MCP tools.
    mcp_tools = []
    if include_mcp:
        try:
            from src.config.extensions_config import ExtensionsConfig
            from src.mcp.cache import get_cached_mcp_tools

            extensions_config = ExtensionsConfig.from_file()
            if extensions_config.get_enabled_mcp_servers():
                mcp_tools = get_cached_mcp_tools()
                if mcp_tools:
                    logger.info(f"Using {len(mcp_tools)} cached MCP tool(s)")
        except ImportError:
            logger.warning("MCP module not available. Install 'langchain-mcp-adapters' package to enable MCP tools.")
        except Exception as e:
            logger.error(f"Failed to get cached MCP tools: {e}")

    # Conditionally add view_image_tool only if the model supports vision
    builtin_tools = BUILTIN_TOOLS.copy()

    # If no model_name specified, use the first model (default)
    if model_name is None and config.models:
        model_name = config.models[0].name

    model_config = config.get_model_config(model_name) if model_name else None
    if model_config is not None and model_config.supports_vision:
        builtin_tools.append(view_image_tool)
        logger.info(f"Including view_image_tool for model '{model_name}' (supports_vision=True)")

    return loaded_tools + builtin_tools + mcp_tools
