from unittest.mock import AsyncMock, MagicMock, patch

import pytest

from openhands.controller.agent import Agent
from openhands.controller.agent_controller import AgentController
from openhands.controller.state.state import State
from openhands.core.config import AppConfig, LLMConfig
from openhands.events import EventStream, EventStreamSubscriber
from openhands.llm import LLM
from openhands.llm.metrics import Metrics
from openhands.runtime.base import Runtime
from openhands.server.session.agent_session import AgentSession
from openhands.storage.memory import InMemoryFileStore


@pytest.fixture
def mock_agent():
    """Create a properly configured mock agent with all required nested attributes"""
    # Create the base mocks
    agent = MagicMock(spec=Agent)
    llm = MagicMock(spec=LLM)
    metrics = MagicMock(spec=Metrics)
    llm_config = MagicMock(spec=LLMConfig)

    # Configure the LLM config
    llm_config.model = 'test-model'
    llm_config.base_url = 'http://test'
    llm_config.max_message_chars = 1000

    # Set up the chain of mocks
    llm.metrics = metrics
    llm.config = llm_config
    agent.llm = llm
    agent.name = 'test-agent'
    agent.sandbox_plugins = []

    return agent


@pytest.mark.asyncio
async def test_agent_session_start_with_no_state(mock_agent):
    """Test that AgentSession.start() works correctly when there's no state to restore"""

    # Setup
    file_store = InMemoryFileStore({})
    session = AgentSession(sid='test-session', file_store=file_store)

    # Create a mock runtime and set it up
    mock_runtime = MagicMock(spec=Runtime)

    # Mock the runtime creation to set up the runtime attribute
    async def mock_create_runtime(*args, **kwargs):
        session.runtime = mock_runtime

    session._create_runtime = AsyncMock(side_effect=mock_create_runtime)

    # Create a mock EventStream with no events
    mock_event_stream = MagicMock(spec=EventStream)
    mock_event_stream.get_events.return_value = []
    mock_event_stream.subscribe = MagicMock()
    mock_event_stream.get_latest_event_id.return_value = 0

    # Inject the mock event stream into the session
    session.event_stream = mock_event_stream

    # Create a spy on set_initial_state
    class SpyAgentController(AgentController):
        set_initial_state_call_count = 0
        test_initial_state = None

        def set_initial_state(self, *args, state=None, **kwargs):
            self.set_initial_state_call_count += 1
            self.test_initial_state = state
            super().set_initial_state(*args, state=state, **kwargs)

    # Patch AgentController and State.restore_from_session to fail
    with patch(
        'openhands.server.session.agent_session.AgentController', SpyAgentController
    ), patch(
        'openhands.server.session.agent_session.EventStream',
        return_value=mock_event_stream,
    ), patch(
        'openhands.controller.state.state.State.restore_from_session',
        side_effect=Exception('No state found'),
    ):
        await session.start(
            runtime_name='test-runtime',
            config=AppConfig(),
            agent=mock_agent,
            max_iterations=10,
        )

        # Verify EventStream.subscribe was called with correct parameters
        mock_event_stream.subscribe.assert_called_with(
            EventStreamSubscriber.AGENT_CONTROLLER,
            session.controller.on_event,
            session.controller.id,
        )

        # Verify set_initial_state was called once with None as state
        assert session.controller.set_initial_state_call_count == 1
        assert session.controller.test_initial_state is None
        assert session.controller.state.max_iterations == 10
        assert session.controller.agent.name == 'test-agent'
        assert session.controller.state.start_id == 0
        assert session.controller.state.end_id == -1
        assert session.controller.state.truncation_id == -1


@pytest.mark.asyncio
async def test_agent_session_start_with_restored_state(mock_agent):
    """Test that AgentSession.start() works correctly when there's a state to restore"""

    # Setup
    file_store = InMemoryFileStore({})
    session = AgentSession(sid='test-session', file_store=file_store)

    # Create a mock runtime and set it up
    mock_runtime = MagicMock(spec=Runtime)

    # Mock the runtime creation to set up the runtime attribute
    async def mock_create_runtime(*args, **kwargs):
        session.runtime = mock_runtime

    session._create_runtime = AsyncMock(side_effect=mock_create_runtime)

    # Create a mock EventStream with some events
    mock_event_stream = MagicMock(spec=EventStream)
    mock_event_stream.get_events.return_value = []
    mock_event_stream.subscribe = MagicMock()
    mock_event_stream.get_latest_event_id.return_value = 5  # Indicate some events exist

    # Inject the mock event stream into the session
    session.event_stream = mock_event_stream

    # Create a mock restored state
    mock_restored_state = MagicMock(spec=State)
    mock_restored_state.start_id = -1
    mock_restored_state.end_id = -1
    mock_restored_state.truncation_id = -1
    mock_restored_state.max_iterations = 5

    # Create a spy on set_initial_state by subclassing AgentController
    class SpyAgentController(AgentController):
        set_initial_state_call_count = 0
        test_initial_state = None

        def set_initial_state(self, *args, state=None, **kwargs):
            self.set_initial_state_call_count += 1
            self.test_initial_state = state
            super().set_initial_state(*args, state=state, **kwargs)

    # Patch AgentController and State.restore_from_session to succeed
    with patch(
        'openhands.server.session.agent_session.AgentController', SpyAgentController
    ), patch(
        'openhands.server.session.agent_session.EventStream',
        return_value=mock_event_stream,
    ), patch(
        'openhands.controller.state.state.State.restore_from_session',
        return_value=mock_restored_state,
    ):
        await session.start(
            runtime_name='test-runtime',
            config=AppConfig(),
            agent=mock_agent,
            max_iterations=10,
        )

        # Verify set_initial_state was called once with the restored state
        assert session.controller.set_initial_state_call_count == 1

        # Verify EventStream.subscribe was called with correct parameters
        mock_event_stream.subscribe.assert_called_with(
            EventStreamSubscriber.AGENT_CONTROLLER,
            session.controller.on_event,
            session.controller.id,
        )
        assert session.controller.test_initial_state is mock_restored_state
        assert session.controller.state is mock_restored_state
        assert session.controller.state.max_iterations == 5
        assert session.controller.state.start_id == 0
        assert session.controller.state.end_id == -1
        assert session.controller.state.truncation_id == -1