# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
import os
from typing import Any, Dict, Optional, Union

from camel.configs import AIML_API_PARAMS, AIMLConfig
from camel.models.openai_compatible_model import OpenAICompatibleModel
from camel.types import ModelType
from camel.utils import (
    BaseTokenCounter,
    api_keys_required,
)


class AIMLModel(OpenAICompatibleModel):
    r"""AIML API in a unified OpenAICompatibleModel interface.

    Args:
        model_type (Union[ModelType, str]): Model for which a backend is
            created.
        model_config_dict (Optional[Dict[str, Any]], optional): A dictionary
            that will be fed into OpenAI client. If :obj:`None`,
            :obj:`AIMLConfig().as_dict()` will be used.
            (default: :obj:`None`)
        api_key (Optional[str], optional): The API key for authenticating with
            the AIML service. (default: :obj:`None`)
        url (Optional[str], optional): The URL to the AIML service. If
            not provided, :obj:`https://api.aimlapi.com/v1` will be used.
            (default: :obj:`None`)
        token_counter (Optional[BaseTokenCounter], optional): Token counter to
            use for the model. If not provided, :obj:`OpenAITokenCounter(
            ModelType.GPT_4O_MINI)` will be used.
            (default: :obj:`None`)
        timeout (Optional[float], optional): The timeout value in seconds for
            API calls. If not provided, will fall back to the MODEL_TIMEOUT
            environment variable or default to 180 seconds.
            (default: :obj:`None`)
    """

    @api_keys_required([("api_key", "AIML_API_KEY")])
    def __init__(
        self,
        model_type: Union[ModelType, str],
        model_config_dict: Optional[Dict[str, Any]] = None,
        api_key: Optional[str] = None,
        url: Optional[str] = None,
        token_counter: Optional[BaseTokenCounter] = None,
        timeout: Optional[float] = None,
    ) -> None:
        if model_config_dict is None:
            model_config_dict = AIMLConfig().as_dict()
        api_key = api_key or os.environ.get("AIML_API_KEY")
        url = url or os.environ.get(
            "AIML_API_BASE_URL",
            "https://api.aimlapi.com/v1",
        )
        timeout = timeout or float(os.environ.get("MODEL_TIMEOUT", 180))
        super().__init__(
            model_type=model_type,
            model_config_dict=model_config_dict,
            api_key=api_key,
            url=url,
            token_counter=token_counter,
            timeout=timeout,
        )

    def check_model_config(self):
        r"""Check whether the model configuration contains any
        unexpected arguments to AIML API.

        Raises:
            ValueError: If the model configuration dictionary contains any
                unexpected arguments to AIML API.
        """
        for param in self.model_config_dict:
            if param not in AIML_API_PARAMS:
                raise ValueError(
                    f"Unexpected argument `{param}` is "
                    "input into AIML model backend."
                )
