import asyncio
import inspect
import json
from typing import Any

import pytest
from inline_snapshot import snapshot

from agents import function_tool
from agents.run_context import RunContextWrapper
from agents.tool_context import ToolContext


class DummyContext:
    def __init__(self):
        self.data = "something"


def ctx_wrapper() -> ToolContext[DummyContext]:
    return ToolContext(
        context=DummyContext(), tool_name="dummy", tool_call_id="1", tool_arguments=""
    )


@function_tool
def sync_no_context_no_args() -> str:
    return "test_1"


@pytest.mark.asyncio
async def test_sync_no_context_no_args_invocation():
    tool = sync_no_context_no_args
    output = await tool.on_invoke_tool(ctx_wrapper(), "")
    assert output == "test_1"


@function_tool
def sync_no_context_with_args(a: int, b: int) -> int:
    return a + b


@pytest.mark.asyncio
async def test_sync_no_context_with_args_invocation():
    tool = sync_no_context_with_args
    input_data = {"a": 5, "b": 7}
    output = await tool.on_invoke_tool(ctx_wrapper(), json.dumps(input_data))
    assert int(output) == 12


@function_tool
def sync_with_context(ctx: ToolContext[DummyContext], name: str) -> str:
    return f"{name}_{ctx.context.data}"


@pytest.mark.asyncio
async def test_sync_with_context_invocation():
    tool = sync_with_context
    input_data = {"name": "Alice"}
    output = await tool.on_invoke_tool(ctx_wrapper(), json.dumps(input_data))
    assert output == "Alice_something"


@function_tool
async def async_no_context(a: int, b: int) -> int:
    await asyncio.sleep(0)  # Just to illustrate async
    return a * b


@pytest.mark.asyncio
async def test_async_no_context_invocation():
    tool = async_no_context
    input_data = {"a": 3, "b": 4}
    output = await tool.on_invoke_tool(ctx_wrapper(), json.dumps(input_data))
    assert int(output) == 12


@function_tool
async def async_with_context(ctx: ToolContext[DummyContext], prefix: str, num: int) -> str:
    await asyncio.sleep(0)
    return f"{prefix}-{num}-{ctx.context.data}"


@pytest.mark.asyncio
async def test_async_with_context_invocation():
    tool = async_with_context
    input_data = {"prefix": "Value", "num": 42}
    output = await tool.on_invoke_tool(ctx_wrapper(), json.dumps(input_data))
    assert output == "Value-42-something"


@function_tool(name_override="my_custom_tool", description_override="custom desc")
def sync_no_context_override() -> str:
    return "override_result"


@pytest.mark.asyncio
async def test_sync_no_context_override_invocation():
    tool = sync_no_context_override
    assert tool.name == "my_custom_tool"
    assert tool.description == "custom desc"
    output = await tool.on_invoke_tool(ctx_wrapper(), "")
    assert output == "override_result"


@function_tool(failure_error_function=None)
def will_fail_on_bad_json(x: int) -> int:
    return x * 2  # pragma: no cover


@pytest.mark.asyncio
async def test_error_on_invalid_json():
    tool = will_fail_on_bad_json
    # Passing an invalid JSON string
    with pytest.raises(Exception) as exc_info:
        await tool.on_invoke_tool(ctx_wrapper(), "{not valid json}")
    assert "Invalid JSON input for tool" in str(exc_info.value)


def sync_error_handler(ctx: RunContextWrapper[Any], error: Exception) -> str:
    return f"error_{error.__class__.__name__}"


@function_tool(failure_error_function=sync_error_handler)
def will_not_fail_on_bad_json(x: int) -> int:
    return x * 2  # pragma: no cover


@pytest.mark.asyncio
async def test_no_error_on_invalid_json():
    tool = will_not_fail_on_bad_json
    # Passing an invalid JSON string
    result = await tool.on_invoke_tool(ctx_wrapper(), "{not valid json}")
    assert result == "error_ModelBehaviorError"


def async_error_handler(ctx: RunContextWrapper[Any], error: Exception) -> str:
    return f"error_{error.__class__.__name__}"


@function_tool(failure_error_function=sync_error_handler)
def will_not_fail_on_bad_json_async(x: int) -> int:
    return x * 2  # pragma: no cover


@pytest.mark.asyncio
async def test_no_error_on_invalid_json_async():
    tool = will_not_fail_on_bad_json_async
    result = await tool.on_invoke_tool(ctx_wrapper(), "{not valid json}")
    assert result == "error_ModelBehaviorError"


@function_tool(defer_loading=True)
def deferred_lookup(customer_id: str) -> str:
    return customer_id


def test_function_tool_defer_loading():
    assert deferred_lookup.defer_loading is True


@function_tool(strict_mode=False)
def optional_param_function(a: int, b: int | None = None) -> str:
    if b is None:
        return f"{a}_no_b"
    return f"{a}_{b}"


@pytest.mark.asyncio
async def test_non_strict_mode_function():
    tool = optional_param_function

    assert tool.strict_json_schema is False, "strict_json_schema should be False"

    assert tool.params_json_schema.get("required") == ["a"], "required should only be a"

    input_data = {"a": 5}
    output = await tool.on_invoke_tool(ctx_wrapper(), json.dumps(input_data))
    assert output == "5_no_b"

    input_data = {"a": 5, "b": 10}
    output = await tool.on_invoke_tool(ctx_wrapper(), json.dumps(input_data))
    assert output == "5_10"


@function_tool(strict_mode=False)
def all_optional_params_function(
    x: int = 42,
    y: str = "hello",
    z: int | None = None,
) -> str:
    if z is None:
        return f"{x}_{y}_no_z"
    return f"{x}_{y}_{z}"


@pytest.mark.asyncio
async def test_all_optional_params_function():
    tool = all_optional_params_function

    assert tool.strict_json_schema is False, "strict_json_schema should be False"

    assert tool.params_json_schema.get("required") is None, "required should be empty"

    input_data: dict[str, Any] = {}
    output = await tool.on_invoke_tool(ctx_wrapper(), json.dumps(input_data))
    assert output == "42_hello_no_z"

    input_data = {"x": 10, "y": "world"}
    output = await tool.on_invoke_tool(ctx_wrapper(), json.dumps(input_data))
    assert output == "10_world_no_z"

    input_data = {"x": 10, "y": "world", "z": 99}
    output = await tool.on_invoke_tool(ctx_wrapper(), json.dumps(input_data))
    assert output == "10_world_99"


@function_tool
def get_weather(city: str) -> str:
    """Get the weather for a given city.

    Args:
        city: The city to get the weather for.
    """
    return f"The weather in {city} is sunny."


@pytest.mark.asyncio
async def test_extract_descriptions_from_docstring():
    """Ensure that we extract function and param descriptions from docstrings."""

    tool = get_weather
    assert tool.description == "Get the weather for a given city."
    params_json_schema = tool.params_json_schema
    assert params_json_schema == snapshot(
        {
            "type": "object",
            "properties": {
                "city": {
                    "description": "The city to get the weather for.",
                    "title": "City",
                    "type": "string",
                }
            },
            "title": "get_weather_args",
            "required": ["city"],
            "additionalProperties": False,
        }
    )


@function_tool(
    timeout=1.25,
    timeout_behavior="raise_exception",
    timeout_error_function=sync_error_handler,
)
async def timeout_configured_tool() -> str:
    return "ok"


def test_decorator_timeout_configuration_is_applied() -> None:
    assert timeout_configured_tool.timeout_seconds == 1.25
    assert timeout_configured_tool.timeout_behavior == "raise_exception"
    assert timeout_configured_tool.timeout_error_function is sync_error_handler


def test_function_tool_timeout_arguments_are_keyword_only() -> None:
    signature = inspect.signature(function_tool)

    assert signature.parameters["timeout"].kind is inspect.Parameter.KEYWORD_ONLY
    assert signature.parameters["timeout_behavior"].kind is inspect.Parameter.KEYWORD_ONLY
    assert signature.parameters["timeout_error_function"].kind is inspect.Parameter.KEYWORD_ONLY