import hashlib
import os
import uuid
from typing import Tuple, Type

from pydantic import SecretStr

import openhands.agenthub  # noqa F401 (we import this to get the agents registered)
from openhands.controller import AgentController
from openhands.controller.agent import Agent
from openhands.controller.state.state import State
from openhands.core.config import (
    AppConfig,
)
from openhands.core.logger import openhands_logger as logger
from openhands.events import EventStream
from openhands.events.event import Event
from openhands.llm.llm import LLM
from openhands.microagent.microagent import BaseMicroAgent
from openhands.runtime import get_runtime_cls
from openhands.runtime.base import Runtime
from openhands.security import SecurityAnalyzer, options
from openhands.storage import get_file_store
from openhands.utils.async_utils import call_async_from_sync


def create_runtime(
    config: AppConfig,
    sid: str | None = None,
    headless_mode: bool = True,
    agent: Agent | None = None,
    selected_repository: str | None = None,
    github_token: SecretStr | None = None,
) -> Runtime:
    """Create a runtime for the agent to run on.

    config: The app config.
    sid: (optional) The session id. IMPORTANT: please don't set this unless you know what you're doing.
        Set it to incompatible value will cause unexpected behavior on RemoteRuntime.
    headless_mode: Whether the agent is run in headless mode. `create_runtime` is typically called within evaluation scripts,
        where we don't want to have the VSCode UI open, so it defaults to True.
    selected_repository: (optional) The GitHub repository to use.
    github_token: (optional) The GitHub token to use.
    """
    # if sid is provided on the command line, use it as the name of the event stream
    # otherwise generate it on the basis of the configured jwt_secret
    # we can do this better, this is just so that the sid is retrieved when we want to restore the session
    session_id = sid or generate_sid(config)

    # set up the event stream
    file_store = get_file_store(config.file_store, config.file_store_path)
    event_stream = EventStream(session_id, file_store)

    # set up the security analyzer
    if config.security.security_analyzer:
        options.SecurityAnalyzers.get(
            config.security.security_analyzer, SecurityAnalyzer
        )(event_stream)

    # agent class
    if agent:
        agent_cls = type(agent)
    else:
        agent_cls = openhands.agenthub.Agent.get_cls(config.default_agent)

    # runtime and tools
    runtime_cls = get_runtime_cls(config.runtime)
    logger.debug(f'Initializing runtime: {runtime_cls.__name__}')
    runtime: Runtime = runtime_cls(
        config=config,
        event_stream=event_stream,
        sid=session_id,
        plugins=agent_cls.sandbox_plugins,
        headless_mode=headless_mode,
    )

    call_async_from_sync(runtime.connect)

    # clone selected repository if provided
    repo_directory = None
    github_token = (
        SecretStr(os.environ.get('GITHUB_TOKEN')) if not github_token else github_token
    )
    if selected_repository and github_token:
        logger.debug(f'Selected repository {selected_repository}.')
        repo_directory = runtime.clone_repo(
            github_token,
            selected_repository,
            None,
        )

    # load microagents from selected repository
    if agent and agent.prompt_manager and selected_repository and repo_directory:
        agent.prompt_manager.set_runtime_info(runtime)
        microagents: list[BaseMicroAgent] = runtime.get_microagents_from_selected_repo(
            selected_repository
        )
        agent.prompt_manager.load_microagents(microagents)
        agent.prompt_manager.set_repository_info(selected_repository, repo_directory)

    logger.debug(
        f'Runtime initialized with plugins: {[plugin.name for plugin in runtime.plugins]}'
    )

    return runtime


def create_agent(config: AppConfig) -> Agent:
    agent_cls: Type[Agent] = Agent.get_cls(config.default_agent)
    agent_config = config.get_agent_config(config.default_agent)
    llm_config = config.get_llm_config_from_agent(config.default_agent)
    agent = agent_cls(
        llm=LLM(config=llm_config),
        config=agent_config,
    )

    return agent


def create_controller(
    agent: Agent,
    runtime: Runtime,
    config: AppConfig,
    headless_mode: bool = True,
    replay_events: list[Event] | None = None,
) -> Tuple[AgentController, State | None]:
    event_stream = runtime.event_stream
    initial_state = None
    try:
        logger.debug(
            f'Trying to restore agent state from session {event_stream.sid} if available'
        )
        initial_state = State.restore_from_session(
            event_stream.sid, event_stream.file_store
        )
    except Exception as e:
        logger.debug(f'Cannot restore agent state: {e}')

    controller = AgentController(
        agent=agent,
        max_iterations=config.max_iterations,
        max_budget_per_task=config.max_budget_per_task,
        agent_to_llm_config=config.get_agent_to_llm_config_map(),
        event_stream=event_stream,
        initial_state=initial_state,
        headless_mode=headless_mode,
        confirmation_mode=config.security.confirmation_mode,
        replay_events=replay_events,
    )
    return (controller, initial_state)


def generate_sid(config: AppConfig, session_name: str | None = None) -> str:
    """Generate a session id based on the session name and the jwt secret."""
    session_name = session_name or str(uuid.uuid4())
    jwt_secret = config.jwt_secret

    hash_str = hashlib.sha256(f'{session_name}{jwt_secret}'.encode('utf-8')).hexdigest()
    return f'{session_name}-{hash_str[:16]}'