"""Common types used across MCPStore."""

import base64
import inspect
import mimetypes
import os
from collections.abc import Callable
from functools import lru_cache
from pathlib import Path
from types import EllipsisType, UnionType
from typing import (
    Annotated,
    Any,
    Protocol,
    TypeAlias,
    Union,
    get_args,
    get_origin,
    get_type_hints,
)

import mcp.types
from mcp.types import Annotations, ContentBlock, ModelPreferences, SamplingMessage
from pydantic import AnyUrl, BaseModel, ConfigDict, Field, TypeAdapter, UrlConstraints
from typing_extensions import TypeVar

T = TypeVar("T", default=Any)

# sentinel values for optional arguments
NotSet = ...
NotSetT: TypeAlias = EllipsisType


def get_fn_name(fn: Callable[..., Any]) -> str:
    return fn.__name__  # ty: ignore[unresolved-attribute]


class MCPStoreBaseModel(BaseModel):
    """Base model for MCPStore models."""

    model_config = ConfigDict(extra="forbid")


@lru_cache(maxsize=5000)
def get_cached_typeadapter(cls: T) -> TypeAdapter[T]:
    """
    TypeAdapters are heavy objects, and in an application context we'd typically
    create them once in a global scope and reuse them as often as possible.
    However, this isn't feasible for user-generated functions. Instead, we use a
    cache to minimize the cost of creating them as much as possible.
    """
    # For functions, process annotations to handle forward references and convert
    # Annotated[Type, "string"] to Annotated[Type, Field(description="string")]
    if inspect.isfunction(cls) or inspect.ismethod(cls):
        if hasattr(cls, "__annotations__") and cls.__annotations__:
            try:
                # Resolve forward references first
                resolved_hints = get_type_hints(cls, include_extras=True)
            except Exception:
                # If forward reference resolution fails, use original annotations
                resolved_hints = cls.__annotations__

            # Process annotations to convert string descriptions to Fields
            processed_hints = {}

            for name, annotation in resolved_hints.items():
                # Check if this is Annotated[Type, "string"] and convert to Annotated[Type, Field(description="string")]
                if (
                    get_origin(annotation) is Annotated
                    and len(get_args(annotation)) == 2
                    and isinstance(get_args(annotation)[1], str)
                ):
                    base_type, description = get_args(annotation)
                    processed_hints[name] = Annotated[
                        base_type, Field(description=description)
                    ]
                else:
                    processed_hints[name] = annotation

            # Create new function if annotations changed
            if processed_hints != cls.__annotations__:
                import types

                # Handle both functions and methods
                if inspect.ismethod(cls):
                    actual_func = cls.__func__
                    code = actual_func.__code__  # ty: ignore[unresolved-attribute]
                    globals_dict = actual_func.__globals__  # ty: ignore[unresolved-attribute]
                    name = actual_func.__name__  # ty: ignore[unresolved-attribute]
                    defaults = actual_func.__defaults__  # ty: ignore[unresolved-attribute]
                    closure = actual_func.__closure__  # ty: ignore[unresolved-attribute]
                else:
                    code = cls.__code__
                    globals_dict = cls.__globals__
                    name = cls.__name__
                    defaults = cls.__defaults__
                    closure = cls.__closure__

                new_func = types.FunctionType(
                    code,
                    globals_dict,
                    name,
                    defaults,
                    closure,
                )
                new_func.__dict__.update(cls.__dict__)
                new_func.__module__ = cls.__module__
                new_func.__qualname__ = getattr(cls, "__qualname__", cls.__name__)
                new_func.__annotations__ = processed_hints

                if inspect.ismethod(cls):
                    new_method = types.MethodType(new_func, cls.__self__)
                    return TypeAdapter(new_method)
                else:
                    return TypeAdapter(new_func)

    return TypeAdapter(cls)


def issubclass_safe(cls: type, base: type) -> bool:
    """Check if cls is a subclass of base, even if cls is a type variable."""
    try:
        if origin := get_origin(cls):
            return issubclass_safe(origin, base)
        return issubclass(cls, base)
    except TypeError:
        return False


def is_class_member_of_type(cls: Any, base: type) -> bool:
    """
    Check if cls is a member of base, even if cls is a type variable.

    Base can be a type, a UnionType, or an Annotated type. Generic types are not
    considered members (e.g. T is not a member of list[T]).
    """
    origin = get_origin(cls)
    # Handle both types of unions: UnionType (from types module, used with | syntax)
    # and typing.Union (used with Union[] syntax)
    if origin is UnionType or origin == Union:
        return any(is_class_member_of_type(arg, base) for arg in get_args(cls))
    elif origin is Annotated:
        # For Annotated[T, ...], check if T is a member of base
        args = get_args(cls)
        if args:
            return is_class_member_of_type(args[0], base)
        return False
    else:
        return issubclass_safe(cls, base)


def find_kwarg_by_type(fn: Callable, kwarg_type: type) -> str | None:
    """
    Find the name of the kwarg that is of type kwarg_type.

    Includes union types that contain the kwarg_type, as well as Annotated types.
    """
    if inspect.ismethod(fn) and hasattr(fn, "__func__"):
        fn = fn.__func__

    # Try to get resolved type hints
    try:
        # Use include_extras=True to preserve Annotated metadata
        type_hints = get_type_hints(fn, include_extras=True)
    except Exception:
        # If resolution fails, use raw annotations if they exist
        type_hints = getattr(fn, "__annotations__", {})

    sig = inspect.signature(fn)
    for name, param in sig.parameters.items():
        # Use resolved hint if available, otherwise raw annotation
        annotation = type_hints.get(name, param.annotation)
        if is_class_member_of_type(annotation, kwarg_type):
            return name
    return None


def create_function_without_params(
    fn: Callable[..., Any], exclude_params: list[str]
) -> Callable[..., Any]:
    """
    Create a new function with the same code but without the specified parameters in annotations.

    This is used to exclude parameters from type adapter processing when they can't be serialized.
    The excluded parameters are removed from the function's __annotations__ dictionary.
    """
    import types

    if inspect.ismethod(fn):
        actual_func = fn.__func__
        code = actual_func.__code__  # ty: ignore[unresolved-attribute]
        globals_dict = actual_func.__globals__  # ty: ignore[unresolved-attribute]
        name = actual_func.__name__  # ty: ignore[unresolved-attribute]
        defaults = actual_func.__defaults__  # ty: ignore[unresolved-attribute]
        closure = actual_func.__closure__  # ty: ignore[unresolved-attribute]
    else:
        code = fn.__code__  # ty: ignore[unresolved-attribute]
        globals_dict = fn.__globals__  # ty: ignore[unresolved-attribute]
        name = fn.__name__  # ty: ignore[unresolved-attribute]
        defaults = fn.__defaults__  # ty: ignore[unresolved-attribute]
        closure = fn.__closure__  # ty: ignore[unresolved-attribute]

    # Create a copy of annotations without the excluded parameters
    original_annotations = getattr(fn, "__annotations__", {})
    new_annotations = {
        k: v for k, v in original_annotations.items() if k not in exclude_params
    }

    # Create new signature without the excluded parameters
    sig = inspect.signature(fn)
    new_params = [
        param for name, param in sig.parameters.items() if name not in exclude_params
    ]
    new_sig = inspect.Signature(new_params, return_annotation=sig.return_annotation)

    new_func = types.FunctionType(
        code,
        globals_dict,
        name,
        defaults,
        closure,
    )
    new_func.__dict__.update(fn.__dict__)
    new_func.__module__ = fn.__module__
    new_func.__qualname__ = getattr(fn, "__qualname__", fn.__name__)  # ty: ignore[unresolved-attribute]
    new_func.__annotations__ = new_annotations
    new_func.__signature__ = new_sig  # type: ignore[attr-defined]

    if inspect.ismethod(fn):
        return types.MethodType(new_func, fn.__self__)
    else:
        return new_func


class Image:
    """Helper class for returning images from tools."""

    def __init__(
        self,
        path: str | Path | None = None,
        data: bytes | None = None,
        format: str | None = None,
        annotations: Annotations | None = None,
    ):
        if path is None and data is None:
            raise ValueError("Either path or data must be provided")
        if path is not None and data is not None:
            raise ValueError("Only one of path or data can be provided")

        self.path = self._get_expanded_path(path)
        self.data = data
        self._format = format
        self._mime_type = self._get_mime_type()
        self.annotations = annotations

    @staticmethod
    def _get_expanded_path(path: str | Path | None) -> Path | None:
        """Expand environment variables and user home in path."""
        return Path(os.path.expandvars(str(path))).expanduser() if path else None

    def _get_mime_type(self) -> str:
        """Get MIME type from format or guess from file extension."""
        if self._format:
            return f"image/{self._format.lower()}"

        if self.path:
            # Workaround for WEBP in Py3.10
            mimetypes.add_type("image/webp", ".webp")
            resp = mimetypes.guess_type(self.path, strict=False)
            if resp and resp[0] is not None:
                return resp[0]
            return "application/octet-stream"
        return "image/png"  # default for raw binary data

    def _get_data(self) -> str:
        """Get raw image data as base64-encoded string."""
        if self.path:
            with open(self.path, "rb") as f:
                data = base64.b64encode(f.read()).decode()
        elif self.data is not None:
            data = base64.b64encode(self.data).decode()
        else:
            raise ValueError("No image data available")
        return data

    def to_image_content(
        self,
        mime_type: str | None = None,
        annotations: Annotations | None = None,
    ) -> mcp.types.ImageContent:
        """Convert to MCP ImageContent."""
        data = self._get_data()

        return mcp.types.ImageContent(
            type="image",
            data=data,
            mimeType=mime_type or self._mime_type,
            annotations=annotations or self.annotations,
        )

    def to_data_uri(self, mime_type: str | None = None) -> str:
        """Get image as a data URI."""
        data = self._get_data()
        return f"data:{mime_type or self._mime_type};base64,{data}"


class Audio:
    """Helper class for returning audio from tools."""

    def __init__(
        self,
        path: str | Path | None = None,
        data: bytes | None = None,
        format: str | None = None,
        annotations: Annotations | None = None,
    ):
        if path is None and data is None:
            raise ValueError("Either path or data must be provided")
        if path is not None and data is not None:
            raise ValueError("Only one of path or data can be provided")

        self.path = Path(os.path.expandvars(str(path))).expanduser() if path else None
        self.data = data
        self._format = format
        self._mime_type = self._get_mime_type()
        self.annotations = annotations

    def _get_mime_type(self) -> str:
        """Get MIME type from format or guess from file extension."""
        if self._format:
            return f"audio/{self._format.lower()}"

        if self.path:
            suffix = self.path.suffix.lower()
            return {
                ".wav": "audio/wav",
                ".mp3": "audio/mpeg",
                ".ogg": "audio/ogg",
                ".m4a": "audio/mp4",
                ".flac": "audio/flac",
            }.get(suffix, "application/octet-stream")
        return "audio/wav"  # default for raw binary data

    def to_audio_content(
        self,
        mime_type: str | None = None,
        annotations: Annotations | None = None,
    ) -> mcp.types.AudioContent:
        if self.path:
            with open(self.path, "rb") as f:
                data = base64.b64encode(f.read()).decode()
        elif self.data is not None:
            data = base64.b64encode(self.data).decode()
        else:
            raise ValueError("No audio data available")

        return mcp.types.AudioContent(
            type="audio",
            data=data,
            mimeType=mime_type or self._mime_type,
            annotations=annotations or self.annotations,
        )


class File:
    """Helper class for returning file data from tools."""

    def __init__(
        self,
        path: str | Path | None = None,
        data: bytes | None = None,
        format: str | None = None,
        name: str | None = None,
        annotations: Annotations | None = None,
    ):
        if path is None and data is None:
            raise ValueError("Either path or data must be provided")
        if path is not None and data is not None:
            raise ValueError("Only one of path or data can be provided")

        self.path = Path(os.path.expandvars(str(path))).expanduser() if path else None
        self.data = data
        self._format = format
        self._mime_type = self._get_mime_type()
        self._name = name
        self.annotations = annotations

    def _get_mime_type(self) -> str:
        """Get MIME type from format or guess from file extension."""
        if self._format:
            fmt = self._format.lower()
            # Map common text formats to text/plain
            if fmt in {"plain", "txt", "text"}:
                return "text/plain"
            return f"application/{fmt}"

        if self.path:
            mime_type, _ = mimetypes.guess_type(self.path)
            if mime_type:
                return mime_type

        return "application/octet-stream"

    def to_resource_content(
        self,
        mime_type: str | None = None,
        annotations: Annotations | None = None,
    ) -> mcp.types.EmbeddedResource:
        if self.path:
            with open(self.path, "rb") as f:
                raw_data = f.read()
                uri_str = self.path.resolve().as_uri()
        elif self.data is not None:
            raw_data = self.data
            if self._name:
                uri_str = f"file:///{self._name}.{self._mime_type.split('/')[1]}"
            else:
                uri_str = f"file:///resource.{self._mime_type.split('/')[1]}"
        else:
            raise ValueError("No resource data available")

        mime = mime_type or self._mime_type
        UriType = Annotated[AnyUrl, UrlConstraints(host_required=False)]
        uri = TypeAdapter(UriType).validate_python(uri_str)

        if mime.startswith("text/"):
            try:
                text = raw_data.decode("utf-8")
            except UnicodeDecodeError:
                text = raw_data.decode("latin-1")
            resource = mcp.types.TextResourceContents(
                text=text,
                mimeType=mime,
                uri=uri,
            )
        else:
            data = base64.b64encode(raw_data).decode()
            resource = mcp.types.BlobResourceContents(
                blob=data,
                mimeType=mime,
                uri=uri,
            )

        return mcp.types.EmbeddedResource(
            type="resource",
            resource=resource,
            annotations=annotations or self.annotations,
        )


def replace_type(type_, type_map: dict[type, type]):
    """
    Given a (possibly generic, nested, or otherwise complex) type, replaces all
    instances of old_type with new_type.

    This is useful for transforming types when creating tools.

    Args:
        type_: The type to replace instances of old_type with new_type.
        old_type: The type to replace.
        new_type: The type to replace old_type with.

    Examples:
    ```python
    >>> replace_type(list[int | bool], {int: str})
    list[str | bool]

    >>> replace_type(list[list[int]], {int: str})
    list[list[str]]
    ```
    """
    if type_ in type_map:
        return type_map[type_]

    origin = get_origin(type_)
    if not origin:
        return type_

    args = get_args(type_)
    new_args = tuple(replace_type(arg, type_map) for arg in args)

    if origin is UnionType:
        return Union[new_args]  # noqa: UP007
    else:
        return origin[new_args]


class ContextSamplingFallbackProtocol(Protocol):
    async def __call__(
        self,
        messages: str | list[str | SamplingMessage],
        system_prompt: str | None = None,
        temperature: float | None = None,
        max_tokens: int | None = None,
        model_preferences: ModelPreferences | str | list[str] | None = None,
    ) -> ContentBlock: ...
