from typing import Union, Literal

from pydantic import BaseModel, Field, field_validator


def validate_different_content(v: Union[str, dict, list]) -> str:
    if v in ((), {}, []):
        return ""
    elif isinstance(v, dict) and "text" in v:
        return v['text']
    elif isinstance(v, list):
        new_v = []
        for item in v:
            if isinstance(item, dict) and "text" in item:
                if item['text']:
                    new_v.append(item['text'])
            elif isinstance(item, str):
                new_v.append(item)
        return '\n'.join(new_v)
    elif isinstance(v, str):
        return v
    raise ValueError("Content must be a string")
    return v

class TextContent(BaseModel):
    type_: Literal["text"] = Field(default="text", alias="type")
    text: str


class ImageURLContent(BaseModel):
    url: str
    detail: str = "auto"


class ImageContent(BaseModel):
    type_: Literal["image_url"] = Field(default="image_url", alias="type")
    image_url: ImageURLContent


class FunctionObj(BaseModel):
    name: str
    arguments: str


class FunctionTool(BaseModel):
    description: str = ""
    name: str
    parameters: dict = {"type": "object", "properties": {}}
    strict: bool = False

    @field_validator("parameters", mode="before")
    @classmethod
    def ensure_object_type(cls, v: dict) -> dict:
        """Ensure parameters has type='object' as required by SAP Orchestration Service."""
        if not v:
            return {"type": "object", "properties": {}}
        if "type" not in v:
            v = {"type": "object", **v}
        if "properties" not in v:
            v["properties"] = {}
        return v


class ChatCompletionTool(BaseModel):
    type_: Literal["function"] = Field(default="function", alias="type")
    function: FunctionTool


class MessageToolCall(BaseModel):
    id: str
    type_: Literal["function"] = Field(default="function", alias="type")
    function: FunctionObj


class SAPMessage(BaseModel):
    """
    Model for SystemChatMessage and DeveloperChatMessage
    """

    role: Literal["system", "developer"] = "system"
    content: str

    _content_validator = field_validator("content", mode="before")(validate_different_content)


class SAPUserMessage(BaseModel):
    role: Literal["user"] = "user"
    content: Union[
        str, TextContent, ImageContent, list[Union[TextContent, ImageContent]]
    ]


class SAPAssistantMessage(BaseModel):
    role: Literal["assistant"] = "assistant"
    content: str = ""
    refusal: str = ""
    tool_calls: list[MessageToolCall] = []

    _content_validator = field_validator("content", mode="before")(validate_different_content)



class SAPToolChatMessage(BaseModel):
    role: Literal["tool"] = "tool"
    tool_call_id: str
    content: str

    _content_validator = field_validator("content", mode="before")(validate_different_content)


class ResponseFormat(BaseModel):
    type_: Literal["text", "json_object"] = Field(default="text", alias="type")


class JSONResponseSchema(BaseModel):
    description: str = ""
    name: str
    schema_: dict = Field(default_factory=dict, alias="schema")
    strict: bool = False


class ResponseFormatJSONSchema(BaseModel):
    type_: Literal["json_schema"] = Field(default="json_schema", alias="type")
    json_schema: JSONResponseSchema